The SignalHR
Comparison Hub · ATS & recruiting platforms

ATS platforms, compared for the decision you're making.

17 platforms across five categories, from standalone ATS to HCM-suite recruiting. Filter to your situation, compare up to three side by side, and check what tends to set a go-live date, from vendor selection onward. No vendor paid to be here, rank higher or be described favorably.

Reviewed October 202617 platformsIndependent · unsponsoredAI-assisted
Step 1

Find your shortlist

Company size
Your HRIS
Who you hire (any that apply)
Must-haves (any that apply)

Step 2

Compare side by side

Tick Compare on two or three platforms in your shortlist, or pick them here:

Step 3

What will set your go-live date

We don't publish implementation timelines, because the honest answer depends more on your organization than on the platform. A vendor's timeline usually starts at kickoff and assumes a customer team that is ready and available. Your clock starts the day you choose a vendor, and it runs through approvals, staffing and your own calendar before anyone configures anything.

Before kickoff · usually missing from vendor timelines
What a vendor's timeline usually covers
After go-live
1Before kickoff

Select

Shortlist, demos, references, business case.

2Before kickoff

Approve

Security and third-party risk, privacy, AI governance, legal and procurement, works councils.

3Before kickoff

Staff

The vendor or partner assigns consultants; you name an owner and backfill their day job.

4Vendor timeline

Design

Workflows, approvals, offer rules, data and consent decisions.

5Vendor timeline

Build and integrate

Configuration, HRIS hire sync, single sign-on, background checks, assessments.

6Vendor timeline

Migrate and test

Data loads, end-to-end tests, user acceptance testing.

7Vendor timeline

Launch

Training, communications, cutover and hypercare.

8After go-live

Stabilize

Fixes, adoption and phase-two features. Usually months, not weeks.

Phases overlap in practice. Running security, privacy, AI and contract reviews during selection, rather than after it, is one of the most effective ways to pull your date forward.

What vendor timelines leave out

  • The stretch between choosing and kickoff: security, privacy, AI and legal reviews, procurement, and waiting for consultants.
  • Your people's real availability: the plan assumes fast decisions and test sign-off from a team that also has a day job.
  • Your calendar: peak hiring, year-end, open enrollment and the other projects competing for the same people.
  • Stabilization: the months after go-live when fixes, adoption and phase-two features happen.
One public example

The clock starts before the project does

The University of Washington, already on Workday HCM, approved Workday Recruiting in March 2024. Implementation ran from September 2024 to August 2025, followed by a planned nine-month adapt phase to May 2026. AI résumé screening was left out of the initial scope. Your drivers will differ; the shape usually doesn't.

University of Washington project page

Check your drivers

14 questions in four groups. Answer what you know. Each answer shows whether it is likely to drive your date and what helps, and your summary and question list build below.

Resourcing

Who does the work, and how much of their time is really free.

Delivery model

Who will do the build?

Each delivery model has its own delay. A partner adds a second selection and a statement of work before anyone starts, plus three-way coordination. An internal build moves at the speed of your team's experience with the platform. Vendor teams often run several customers at once.

What helps

Agree who decides, who builds and who tests before kickoff, and write it into the statement of work. The gaps between parties are where weeks disappear.

Your team's time

How much time can your project lead and analysts give?

Every design decision, test script and data check waits on your people. Vendor plans assume you turn things around in days. A team doing this on top of open requisitions, other projects and production support turns them around in weeks.

What helps

Backfill the project lead and the HRIS or TA-ops analyst for the length of the project. Agree turnaround times for decisions and test sign-off, and track them like any other milestone.

Consultant staffing

Is the vendor or partner team staffed?

Vendors and partners usually assign consultants after the contract is signed. In busy periods, such as the run-up to a suite's major release or year-end, waiting for an experienced consultant can be the first delay, before any work starts.

What helps

Make named consultants and a start date part of the signed order, with the right to approve substitutions.

Reviews and approvals

What has to be approved before anyone can configure anything.

Security review

What does your IT security and third-party risk review involve?

Security review usually can't start until you've picked a vendor, and it can't finish until the vendor answers. Findings that need remediation reopen it. It is one of the most common reasons a chosen platform sits still.

What helps

Send your security questionnaire with the RFP. Ask finalists for their SOC 2 Type II report, penetration-test summary and subprocessor list before demos end, and book the architecture review slot before you choose.

AI review

Will you use AI that screens, ranks, scores or interviews candidates?

AI that influences who moves forward needs its own approvals, on a legal timetable rather than the project's: your AI governance review, a bias audit before use in New York City (Local Law 144), California's automated-decision rules (compliance by January 1, 2027) and EU AI Act high-risk obligations for recruiting AI (now December 2, 2027). Colorado, Illinois and other states add notice duties.

What helps

Go live with selection-influencing AI switched off and add it as a second phase once governance signs off. Ask every finalist for an inventory of the AI features in your tier, and whether each can be turned off by country or state.

Countries and works councils

Where are the candidates this system will cover at go-live?

Each country adds a privacy review (a data protection impact assessment under GDPR in Europe), data-transfer terms, consent and retention rules, and local languages and forms. Where there are works councils, their agreement on new HR systems and selection rules is needed before go-live, on their meeting calendar. In Germany that includes systems that can monitor performance and AI-supported selection guidelines.

What helps

Brief works councils and data protection officers during selection, not after signature. Roll out country by country, starting where approvals are simplest.

Contracting

How does your company contract for new software?

Redlines on the data processing agreement, AI terms, liability caps and data return happen after you choose and before kickoff. Budget approval tied to a fiscal cycle can park a decision that's already made.

What helps

Send your data processing agreement and AI terms with the RFP so redlines run alongside demos. Confirm when the budget is approved before you start the evaluation.

Scope

How much you are connecting, moving and changing.

Integrations

How many systems must connect at go-live?

Each integration needs design, build and end-to-end testing with a third party that has its own queue and release schedule. Hire sync to the HRIS matters most: if it's wrong, new hires don't get paid. Suite recruiting avoids hire sync but leans on your HRIS team instead.

What helps

Go live with the integrations you need on day one and schedule the rest as phase two. Confirm early that each third party has a current, supported connector, not one on the roadmap.

Data migration

What will you move from your current system?

Migrating history means mapping fields, cleaning data, deciding retention and consent country by country, and running several test loads. It is also the part of the plan vendors tend to size least.

What helps

Move open work only, and keep history in a read-only archive under your retention rules. Decide this before design, not during testing.

Process variation

How standardized is your hiring process?

Requisition approvals, offer rules and compensation sign-offs are where most projects slip, because they force decisions the business has put off. Five variations take longer to design, test and train than one.

What helps

Agree one standard process before design starts, and make every exception justify itself to a named decision-maker.

Org readiness

How fast your organization decides, learns and makes room.

Decision speed

Who signs off design decisions?

Design produces dozens of decisions a week. If each one waits for a committee meeting, the meeting calendar sets the pace, not the work.

What helps

Give one owner the authority to decide, with a short escalation path, and keep the steering committee for scope, budget and go-live calls.

Training and change

How many people need to learn the new system?

Recruiters learn a new ATS quickly. Occasional users, mostly hiring managers, need short guides, translated materials and help at the moment they use it. That work is often missing from the vendor's plan.

What helps

Design the hiring-manager experience first and keep it short. Budget change management and translated job aids as their own workstream.

Competing calendar

What else is happening during the project?

The people you need for the project are the same people needed for campus season, a holiday ramp, year-end, open enrollment or an HCM upgrade. Suite customers also have to test around the vendor's scheduled releases.

What helps

Pick the go-live window first and plan backwards from it. Never cut over during peak hiring.

Hard deadline

Is there a hard deadline, such as your current contract ending?

A forced cutover is the most expensive way to go live: scope gets cut late, testing gets squeezed and adoption suffers.

What helps

Negotiate a short extension on your current system now, while you still have leverage, and count it as part of the project budget.

Your go-live drivers

Answer the questions above to see what is most likely to set your date.

Questions to ask, by who answers them

Questions behind the drivers you flag are marked Priority and move to the top.

The vendor
  • How many other projects will our lead consultant run at the same time as ours? Delivery model
  • What turnaround on decisions and test sign-off does your plan assume from us? Your team's time
  • Who exactly will lead our project, when can they start, and what happens if they are reassigned? Consultant staffing
  • Can you send your SOC 2 Type II report, latest penetration-test summary and subprocessor list with your proposal? Security review
  • List every AI feature in our tier that influences selection, and send the latest bias audit for each. AI review
  • Where is our data hosted and processed, and which subprocessors touch it? Countries and works councils
  • Which of our integrations use a connector you support and maintain, and which are partner-built or custom? Integrations
  • What does migration include in your quote: how many test loads, which records, and are attachments included? Data migration
  • What training and change materials are included, in which languages, and who delivers them? Training and change
  • Which of your scheduled releases fall inside our project, and what testing do they need from us? Competing calendar
Your implementation partner
  • How many times has this team, not just your firm, implemented this platform in the last two years, and can we speak to two of those customers? Delivery model
  • Can the named team and start date go into the statement of work? Consultant staffing
Your IT security team
  • What does a new HR system holding candidate data need to pass, and how long is the review queue right now? Security review
Legal, privacy and procurement
  • Which AI-in-hiring laws apply where we hire, and what has to be in place before we switch a feature on? AI review
  • Which countries need a DPIA or works-council agreement, and when do those bodies next meet? Countries and works councils
  • Can our DPA and AI addendum go to finalists now, so redlines run in parallel with demos? Contracting
  • How long must we keep candidate data in each country, and does existing consent carry over to a new system? Data migration
  • What would a short extension on our current contract cost, and by when do we have to ask? Hard deadline
Your leadership and HR team
  • Who is backfilling the project lead and the HRIS analyst, and from when? Your team's time
  • Is budget approved for this fiscal year, or does the decision wait for the next cycle? Contracting
  • Who on our HRIS team owns hire-sync testing, and are they available during build? Integrations
  • Who makes the final call when two business units want different approval rules? Process variation
  • Which decisions can the project owner make alone, and how quickly are escalations answered? Decision speed
  • Which months are off-limits for go-live, and which other projects need the same people? Competing calendar
The landscape

Five kinds of platform

2025–26 reshaped ownership: Workday bought Paradox, SAP bought SmartRecruiters, Thoma Bravo took Dayforce private and Phenom made three acquisitions in 2026. Ownership changes roadmaps, so it's on every profile below.

Standalone ATS

A recruiting system that sits beside your HRIS. Best recruiter experience and fastest innovation; you own the HRIS integration.

Greenhouse · Ashby · Lever · Gem · Workable · iCIMS · SmartRecruiters

HCM suite recruiting

The recruiting module of your HCM suite. One data model and no hire sync to build; recruiter experience and pace depend on the suite.

Workday Recruiting · SAP SuccessFactors Recruiting · Oracle Recruiting Cloud · UKG Pro Recruiting · Dayforce Recruiting

High-volume conversational

Conversational apply, screening and scheduling for hourly roles. Usually runs alongside a core ATS.

Paradox

Talent intelligence & CX layer

Talent intelligence, CRM and candidate experience above or beside the ATS. Decide first whether you're replacing or layering.

Avature · Phenom · Eightfold

Agency ATS

Built for staffing firms: clients, submittals, placements and pay-and-bill.

Bullhorn

Deep dives

Platform profiles

Expand all

Every profile separates AI that is in production from AI that is announced, beta or roadmap, and every claim links to its source. Vendor-affiliated sources are labeled.

GreenhouseStandalone ATSPrivate (Greenhouse Software)

Typical use: Structured, consistent hiring for professional roles in mid-market and enterprise companies that want the ATS separate from the HRIS.

Under 500 · 500–5,000 · 5,000+ employees · Professional, Campus · Works with any HRIS

Independent. Acquired Ezra AI Labs (AI interviewing) in May 2026 and launched an 'Orchestrated Hiring Ecosystem' on October 15, 2026. More than 7,500 customers.

Strengths

  • Structured interviewing and scorecards are the core of the product, not an add-on
  • Large integration marketplace, so it fits most HRIS and assessment stacks
  • ISO/IEC 42001 certified for AI management (February 2026)

Watch-outs

  • Advanced features and CRM sit in higher tiers; price the tier you will actually need in year two
  • HRIS hire sync runs through integrations, so test it with your HRIS team before signing
  • Several 2026 agents were scheduled for Q3 2026; confirm what is live in your tier

Capabilities

  • Recruiting CRMPartial or add-on
  • Interview schedulingNative
  • AI sourcingPartial or add-on
  • High-volume conversationalNot documented
  • Multi-country & GDPRNative
  • Published AI certificationCertified

AI in production

  • Real Talent fraud and spam detection (2025)
  • Analytics Chart Agent (June 2026)
  • Greenhouse MCP for approved AI tools (rolling out from June 2026)

Announced or in beta

  • Notetaker mapped to scorecards (scheduled July 2026)
  • AI Report Insights (scheduled August 2026)
  • Job Kickoff and Candidate Insights agents (scheduled Q3 2026)

AI governance evidence

ISO/IEC 42001 certification announced February 25, 2026 (audited by Schellman). Publishes AI principles: structure first, governed access, explainability, human ownership of decisions.

How it's priced

Annual subscription in tiers, priced by company headcount; quote-based.

  • Tier jumps for CRM and advanced reporting
  • Annual escalators at renewal: negotiate a cap up front

Implementation

Delivery: Vendor-led onboarding; partners available for complex rollouts.

Quick for single-country professional hiring. Effort concentrates in HRIS hire sync and, for global rollouts, country-by-country consent setup.

Ask in the demo

  • Which of the June 2026 agents are generally available in our tier today, and what do they cost?
  • Show hire sync to our HRIS with a real offer, including a change after acceptance.

Verified October 2026 · Sources: Greenhouse AI launch, June 10, 2026 · Greenhouse ISO/IEC 42001 announcement · HeroHunt: Agentic ATS 2026 (vendor-affiliated)

AshbyStandalone ATSPrivate (Ashby)

Typical use: Fast-scaling companies that want ATS, CRM, sourcing, scheduling and analytics in one product with strong built-in reporting.

Under 500 · 500–5,000 employees · Professional · Works with any HRIS

Independent, venture-backed. Used by nearly 70% of the 2026 Forbes AI 50, per Ashby.

Strengths

  • Genuinely all-in-one: fewer point solutions to buy and integrate
  • Analytics are a native strength rather than an export
  • Fast to configure and quick to ship new AI features

Watch-outs

  • Much of the 2026 AI was in beta or preview at launch; check status before you count on it
  • Less proven for multi-country enterprise governance and works-council processes
  • No AI certification; the only published bias audit dates from August 2024 and covers one model

Capabilities

  • Recruiting CRMNative
  • Interview schedulingNative
  • AI sourcingNative
  • High-volume conversationalNot documented
  • Multi-country & GDPRPartial or add-on
  • Published AI certificationPartial

AI in production

  • AI Talent Rediscovery (May 2026, Plus and Enterprise)
  • Fraudulent candidate detection on every plan (September 2025)
  • AI notetaker and talent rediscovery (2025)
  • Ashby MCP for connecting AI tools

Announced or in beta

  • Ashby Assistant and Custom Agents (beta from May 2026)
  • Scheduling Agents (preview from May 2026)
  • AI Interviewer (announced May 2026)

AI governance evidence

Published an independent NYC Local Law 144 bias audit by FairNow (August 2024) of its résumé criteria model; no newer audit or AI certification found. Ask for an EU AI Act plan.

How it's priced

Subscription tiered by company size; enterprise pricing quote-based.

  • Moving up a size band as you grow reprices the whole contract
  • Check whether advanced analytics or AI features are bundled or separately priced

Implementation

Delivery: Vendor-led onboarding.

Configuration is rarely the constraint; your own workflow and reporting decisions usually are.

Ask in the demo

  • Which AI features are generally available versus beta for our plan, and can each be turned off by country?
  • Show a hiring-manager scorecard and debrief flow for a role with 6 interviewers.

Verified October 2026 · Sources: Ashby release, May 7, 2026 · HeroHunt: Agentic ATS 2026 (vendor-affiliated) · Ashby: AI Talent Rediscovery, May 2026 · Ashby bias audit by FairNow, August 2024

LeverStandalone ATSEmploy Inc.

Typical use: Pipeline-led teams that want ATS and nurture CRM in one place and rediscover past candidates.

Under 500 · 500–5,000 employees · Professional · Works with any HRIS

Part of Employ, alongside Jobvite and JazzHR. Employ named Jerry Jao CEO in February 2026.

Strengths

  • ATS and CRM in one record, so nurture and rediscovery are natural
  • AI candidate summaries and fit ranking with context shown alongside
  • Fraud flags for identity mismatches and résumé conflicts

Watch-outs

  • Reporting depth trails analytics-first rivals
  • Employ runs three ATS brands; ask where Lever sits in its roadmap
  • No public pricing and no AI feature dates published

Capabilities

  • Recruiting CRMNative
  • Interview schedulingNative
  • AI sourcingPartial or add-on
  • High-volume conversationalNot documented
  • Multi-country & GDPRPartial or add-on
  • Published AI certificationNone found

AI in production

  • Candidate summaries with role-fit flags
  • Fit scores and candidate ranking
  • Fraud detection
  • Automated follow-ups, scheduling and offer letters

AI governance evidence

No AI management certification found as of October 2026. Ask how fit scores are tested for adverse impact.

How it's priced

Custom pricing based on company size, hiring volume, features and support level.

  • Fit-score features may change your bias-audit obligations (NYC Local Law 144)
  • Confirm what's included before CRM seats or support tiers are added

Implementation

Delivery: Vendor-led onboarding.

Straightforward for single-country teams; the CRM setup and data migration from a previous CRM take the most time.

Ask in the demo

  • How is Employ investing in Lever versus Jobvite and JazzHR over our contract term?
  • Show how a fit score is explained to a recruiter, and how we'd audit it for adverse impact.

Verified October 2026 · Sources: Lever: AI innovations

GemStandalone ATSPrivate (Gem)

Typical use: Sourcing-led recruiting teams that want AI sourcing, CRM and ATS on one platform.

Under 500 · 500–5,000 employees · Professional · Works with any HRIS

Independent. Started as a sourcing CRM; now sells Gem ATS alongside sourcing, outreach and scheduling.

Strengths

  • AI sourcing is the heritage: fast matches, search by plain-language description
  • Shipped steadily through 2026: fraud agent, scheduling, approvals portal
  • Official connectors for Claude and ChatGPT (GeMCP)

Watch-outs

  • Newer as a full ATS than the incumbents; check enterprise workflow depth
  • Price sourcing, CRM and ATS together; they can be bought separately
  • No AI management certification found

Capabilities

  • Recruiting CRMNative
  • Interview schedulingNative
  • AI sourcingNative
  • High-volume conversationalNot documented
  • Multi-country & GDPRPartial or add-on
  • Published AI certificationPartial

AI in production

  • AI Sourcing Agent
  • AI Fraud Detection Agent (April 2026)
  • GeMCP connectors for Claude and ChatGPT (August 2026)
  • Smart scheduling links (August 2026)

AI governance evidence

An independent NYC Local Law 144 bias audit of AI ranking by BABL AI (November 2024), published as a summary on a customer's site; no AI certification found.

How it's priced

Quote-based; sourcing, CRM and ATS can be bought as separate products.

  • Sourcing seats priced separately from ATS users
  • Data-export terms if you later keep the CRM but change ATS

Implementation

Delivery: Vendor-led onboarding.

Quickest when you're already on Gem's sourcing CRM; a full ATS migration takes longer.

Ask in the demo

  • Which customers our size run Gem as their only ATS, and can we speak to one?
  • Show offer approvals and the HRIS hire sync end to end.

Verified October 2026 · Sources: Gem: what's new · Gem bias audit summary by BABL AI (hosted by a customer, Okta)

WorkableStandalone ATSPrivate (Workable)

Typical use: Small and growing companies that need to post widely, screen quickly and be live within weeks.

Under 500 employees · Professional · Works with any HRIS

Independent SMB-focused ATS. Restructured plans in February 2026.

Strengths

  • Published pricing and quick self-serve setup
  • Broad job-board distribution
  • Low training burden for hiring managers

Watch-outs

  • Lighter on enterprise governance, analytics and integrations
  • Plans and prices changed in 2026; check what's in each tier
  • Outgrowing it means a migration later

Capabilities

  • Recruiting CRMPartial or add-on
  • Interview schedulingNative
  • AI sourcingPartial or add-on
  • High-volume conversationalNot documented
  • Multi-country & GDPRPartial or add-on
  • Published AI certificationNone found

AI in production

  • AI-assisted sourcing and screening in paid tiers

AI governance evidence

No AI management certification found as of October 2026.

How it's priced

Published monthly tiers (Free, Standard, Premier after February 2026).

  • Tier is tied to company size, so growth moves you up
  • Advanced AI sourcing sits in higher tiers

Implementation

Delivery: Self-serve, with vendor support.

Self-serve for most small teams; the HRIS connection is the main task.

Ask in the demo

  • What happens to price and features when we cross the next headcount band?

Verified October 2026 · Sources: Costbench: Workable plan change, February 2026

iCIMSStandalone ATSPrivate (iCIMS)

Typical use: Large organizations that want a recruiting-only platform, independent of their HRIS, covering corporate and high-volume hiring.

500–5,000 · 5,000+ employees · Professional, High-volume hourly, Campus · Works with any HRIS

Independent enterprise recruiting specialist; cites the top global ATS market share (Apps Run the World). Marc Thompson became CEO in May 2026.

Strengths

  • Recruiting is the whole business: deep configuration for corporate, frontline and campus
  • Works alongside any HRIS
  • New agent strategy built on its hiring data (September 2026)

Watch-outs

  • CRM, text engagement, video and offer management are typically separate modules
  • Configuration depth means configuration effort
  • Two of the three new agents were not yet available at announcement

Capabilities

  • Recruiting CRMPartial or add-on
  • Interview schedulingPartial or add-on
  • AI sourcingNative
  • High-volume conversationalPartial or add-on
  • Multi-country & GDPRNative
  • Published AI certificationCertified

AI in production

  • iCIMS Sourcing Agent (Spring 2026 release; reaffirmed September 2026)
  • iCIMS Hiring Agent in Microsoft Teams (planned for October 2026)

Announced or in beta

  • Interview Scheduling Agent (expected by end of 2026)
  • More collaboration platforms for the Hiring Agent (2027)

AI governance evidence

TrustArc TRUSTe Responsible AI certification (March 2025) and an independent NYC Local Law 144 audit by BABL AI (December 2023). Says it aligns with ISO/IEC 42001 but is not certified.

How it's priced

Annual contract on a base ATS plus modules; negotiated.

  • Module sprawl: CRM, texting, video and offer management priced separately
  • Per-integration fees and renewal increases; negotiate both

Implementation

Delivery: Vendor professional services or a certified partner.

The base ATS is quick; each added module and integration extends the plan.

Ask in the demo

  • List every module we'd need for our hiring models, and price all of them for three years.
  • Show the Teams Hiring Agent approving a candidate, and the audit trail it leaves.

Verified October 2026 · Sources: iCIMS Intelligent Hiring Platform, September 1, 2026 · iCIMS NEXT 2026 · Noon AI: enterprise ATS guide (vendor-affiliated) · iCIMS Spring Release 2026 · iCIMS TrustArc Responsible AI certification (syndicated release)

SmartRecruitersStandalone ATSSAP (since September 2025)

Typical use: Global enterprises that want a modern recruiting suite, especially SAP SuccessFactors customers now that SAP owns it.

500–5,000 · 5,000+ employees · Professional, High-volume hourly, Campus · Works with any HRIS

Acquired by SAP; completed September 11, 2025. Being integrated with SAP SuccessFactors.

Strengths

  • Full-lifecycle recruiting with CRM and Winston AI
  • Native SuccessFactors integration: foundation sync live March 2026, hire sync June 2026
  • Large partner marketplace

Watch-outs

  • SAP now owns two recruiting products; ask which one it will invest in for your contract term
  • Winston AI features are tier-gated
  • Existing customers can stay on other HCMs; confirm terms for new non-SAP buyers

Capabilities

  • Recruiting CRMNative
  • Interview schedulingNative
  • AI sourcingNative
  • High-volume conversationalPartial or add-on
  • Multi-country & GDPRNative
  • Published AI certificationCertified

AI in production

  • Winston Chat, Match, Screen and Companion (2025)

Announced or in beta

  • Agentic CRM that ranks and re-engages existing candidates (in development since April 2026)
  • Winston and SAP Joule co-agents for screening, scheduling and onboarding (H2 2026)

AI governance evidence

Announced ISO/IEC 42001 in August 2025 (certifier not named) and says its AI passes an annual NYC Local Law 144 audit; no audit report found.

How it's priced

Quote-based enterprise contracts; AI features gated by tier.

  • SuccessFactors integration can be a services project in its own right
  • Winston capabilities depend on tier

Implementation

Delivery: Vendor professional services or a partner; SAP partners for the SuccessFactors integration.

For SAP customers, plan the SuccessFactors integration as its own workstream.

Ask in the demo

  • Put in writing which SAP recruiting product is strategic, and what happens to our contract if that changes.
  • Show hire sync into Employee Central with a real position and cost center.

Verified October 2026 · Sources: SAP completes SmartRecruiters acquisition · SmartRecruiters: AI agents and autonomous TA, April 7, 2026 · SmartRecruiters ISO 42001 (community post) · Savic: SuccessFactors 1H 2026 and SmartRecruiters · HeroHunt: Agentic ATS 2026 (vendor-affiliated) · Noon AI: enterprise ATS guide (vendor-affiliated)

Workday RecruitingHCM suite recruitingWorkday

Typical use: Workday HCM customers that want one system of record from requisition to hire.

500–5,000 · 5,000+ employees · Professional, High-volume hourly, Campus · Requires Workday HCM

Requires Workday HCM. Includes HiredScore AI (acquired 2024) and Paradox (acquired October 2025). Agreed to buy C1.ai (agent identity) in October 2026.

Strengths

  • One data model with the HRIS: no hire sync to build
  • Talent Acquisition 'autopilot' agent and Paradox for frontline volume
  • ISO/IEC 42001 and NIST AI RMF attestation (June 2025)

Watch-outs

  • Implementations run longer than vendor estimates; see the University of Washington example
  • Recruiter experience and configuration depend on your HRIS team's capacity
  • Agent pricing not disclosed; ask how runs are metered

Capabilities

  • Recruiting CRMPartial or add-on
  • Interview schedulingPartial or add-on
  • AI sourcingNative
  • High-volume conversationalNative
  • Multi-country & GDPRNative
  • Published AI certificationCertified

AI in production

  • HiredScore-powered candidate grading
  • Paradox conversational hiring (Olivia)
  • Talent Acquisition autopilot agent for early adopters (October 2026)

Announced or in beta

  • Talent Acquisition agent general availability (early 2027)
  • C1.ai agent identity governance (deal expected to close by January 31, 2027)

AI governance evidence

ISO/IEC 42001 certification and NIST AI Risk Management Framework attestation (June 12, 2025). Agent actions logged with approver.

How it's priced

Module on top of a Workday HCM subscription; quote-based.

  • Agent and AI consumption pricing not yet disclosed
  • Requires dedicated HRIS capacity to configure and maintain

Implementation

Delivery: Workday or a certified deployment partner, alongside your Workday HRIS team.

Needs your Workday HRIS team throughout: recruiting shares business processes, security and organization data with HCM, and Workday's twice-yearly feature releases need regression testing.

Ask in the demo

  • How are Talent Acquisition agent runs metered and billed after general availability?
  • Which steps of the recruiting agent can we force into human review, by country?

Verified October 2026 · Sources: Workday Autopilot agents, October 13, 2026 · Workday AI certifications, June 2025 · University of Washington Workday Recruiting project · Workday to acquire C1.ai

ParadoxHigh-volume conversationalWorkday (since October 2025)

Typical use: Frontline and hourly hiring at scale: text-based apply, screening and interview scheduling in minutes.

500–5,000 · 5,000+ employees · High-volume hourly · Works with any HRIS

Conversational recruiting (Olivia) for frontline and high-volume hiring; acquired by Workday, completed October 1, 2025.

Strengths

  • Conversational apply and scheduling built for hourly candidates
  • Proven at large frontline employers (7-Eleven, Marriott, Chipotle and others)
  • Often deployed alongside an existing ATS

Watch-outs

  • Now Workday-owned: confirm standalone availability and roadmap if you're not on Workday
  • Usually pairs with, rather than replaces, a core ATS
  • Model the cost per location or brand rollout

Capabilities

  • Recruiting CRMPartial or add-on
  • Interview schedulingNative
  • AI sourcingNot documented
  • High-volume conversationalNative
  • Multi-country & GDPRNative
  • Published AI certificationNone found

AI in production

  • Olivia conversational assistant for apply, screening and scheduling

Announced or in beta

  • Deeper integration into Workday Recruiting

AI governance evidence

Covered by Workday's governance program after the acquisition; ask for Paradox-specific bias-audit evidence.

How it's priced

Quote-based; typically scoped by hiring volume or locations.

  • Volume-based pricing grows with seasonal peaks
  • Running it next to another ATS means two contracts and an integration

Implementation

Delivery: Vendor-led, rolled out by brand, region or location.

Rolls out brand by brand or region by region; location rollouts set the pace.

Ask in the demo

  • What is the roadmap and support commitment for customers not on Workday HCM?
  • Show screening rules and how a candidate reaches a human.

Verified October 2026 · Sources: Workday completes Paradox acquisition · UNLEASH: Workday and Paradox

SAP SuccessFactors RecruitingHCM suite recruitingSAP

Typical use: SuccessFactors customers with global footprints that prioritize one suite and localization over recruiter experience.

500–5,000 · 5,000+ employees · Professional, High-volume hourly, Campus · Requires SAP SuccessFactors

Recruiting module of SAP SuccessFactors. SAP also now owns SmartRecruiters.

Strengths

  • Broad localization and global compliance coverage
  • Same suite as Employee Central
  • Joule AI assistant across SuccessFactors

Watch-outs

  • With SmartRecruiters in the family, ask which recruiting product SAP is investing in
  • Typically partner-led, with middleware and services costs
  • Recruiter experience trails standalone tools

Capabilities

  • Recruiting CRMPartial or add-on
  • Interview schedulingPartial or add-on
  • AI sourcingPartial or add-on
  • High-volume conversationalPartial or add-on
  • Multi-country & GDPRNative
  • Published AI certificationPartial

AI in production

  • Joule assistant across SuccessFactors

Announced or in beta

  • Joule and Winston co-agents for recruiting (H2 2026)

AI governance evidence

SAP holds ISO/IEC 42001 for its AI governance, Joule and AI platform, but SuccessFactors Recruiting isn't named in scope. No recruiting bias audit found.

How it's priced

Per employee per month on total headcount; part of the SuccessFactors contract.

  • Priced on total headcount, not hiring volume
  • Partner services and middleware add to year-one cost

Implementation

Delivery: Usually a certified SAP partner.

Partner-led in most cases; country localization, the Employee Central integration and middleware drive the effort.

Ask in the demo

  • Will SuccessFactors Recruiting or SmartRecruiters be SAP's strategic recruiting product for the next five years?
  • What does it cost to move from SuccessFactors Recruiting to SmartRecruiters if SAP recommends it?

Verified October 2026 · Sources: Savic: SuccessFactors 1H 2026 and SmartRecruiters · Noon AI: enterprise ATS guide (vendor-affiliated)

Oracle Recruiting CloudHCM suite recruitingOracle

Typical use: Oracle Fusion HCM customers that want recruiting, CRM and AI inside the same suite.

5,000+ employees · Professional, High-volume hourly, Campus · Requires Oracle Fusion HCM

Part of Oracle Fusion Cloud HCM, with the Recruiting Booster add-on. Named a Leader in Gartner's 2026 Magic Quadrant for Talent Acquisition Suites.

Strengths

  • Recruiting and CRM in the suite, with Booster for sourcing and AI
  • Agentic Career Coach for candidates, built on Oracle AI Agent Studio
  • Ranked second for Core ATS in Gartner's 2026 Critical Capabilities, per Oracle

Watch-outs

  • Requires Oracle HCM; recruiting is rarely bought alone
  • Booster is an add-on, so price it explicitly
  • Typically partner-led implementations

Capabilities

  • Recruiting CRMNative
  • Interview schedulingPartial or add-on
  • AI sourcingNative
  • High-volume conversationalPartial or add-on
  • Multi-country & GDPRNative
  • Published AI certificationCertified

AI in production

  • Recruiting Booster AI sourcing and matching

Announced or in beta

  • Oracle Career Coach agent (announced October 2025; confirm availability)

AI governance evidence

Oracle's ISO/IEC 42001:2023 certificate from Schellman covers Fusion Cloud Applications (June 2026). No recruiting-specific bias audit found.

How it's priced

Per employee per month as part of the Fusion HCM suite; Recruiting Booster priced as an add-on.

  • Booster add-on cost
  • Partner services for configuration and integrations

Implementation

Delivery: Usually a certified Oracle partner or Oracle Consulting.

Usually delivered with or after Fusion HCM, so the suite program sets the pace.

Ask in the demo

  • Which AI features are included in our current Fusion subscription and which need Booster?
  • Show a high-volume apply flow on mobile and WhatsApp.

Verified October 2026 · Sources: Oracle: 2026 Gartner Magic Quadrant Leader · Oracle: raising the bar for trustworthy AI, June 2026 · CRN: Oracle agentic AI in Fusion Cloud Recruiting

UKG Pro RecruitingHCM suite recruitingUKG

Typical use: UKG customers with large hourly workforces who want recruiting in the same suite as time, scheduling and payroll.

500–5,000 · 5,000+ employees · High-volume hourly, Professional · Requires UKG Pro

Recruiting within the UKG Pro suite, with Bryte AI. Focus on frontline-heavy workforces.

Strengths

  • Same suite as UKG workforce management and payroll
  • Bryte AI applicant summaries and job recommendations (August 2026)
  • Bulk actions for high-volume pipelines

Watch-outs

  • Compare recruiter workflow depth against a standalone ATS for professional roles
  • Check conversational and scheduling depth for frontline hiring
  • No recruiting-specific AI certification found

Capabilities

  • Recruiting CRMPartial or add-on
  • Interview schedulingPartial or add-on
  • AI sourcingPartial or add-on
  • High-volume conversationalPartial or add-on
  • Multi-country & GDPRPartial or add-on
  • Published AI certificationNone found

AI in production

  • AI job recommendations for candidates
  • AI applicant profile summaries
  • Bulk apply for up to 100 candidates (August 2026)

AI governance evidence

No recruiting-specific AI certification found as of October 2026.

How it's priced

Part of the UKG Pro subscription; quote-based.

  • Add-on modules for advanced sourcing or assessments

Implementation

Delivery: UKG services or a certified partner.

Simplest when UKG Pro is already live; part of a full suite program otherwise.

Ask in the demo

  • Show the frontline apply-to-schedule flow on a phone, end to end.

Verified October 2026 · Sources: UKG release, August 27, 2026

Dayforce RecruitingHCM suite recruitingThoma Bravo (private since February 2026)

Typical use: Dayforce customers that want recruiting on the same data model as HR, payroll and time.

500–5,000 · 5,000+ employees · High-volume hourly, Professional · Requires Dayforce

Dayforce was taken private by Thoma Bravo for about $12.3B, completed February 4, 2026.

Strengths

  • Single data model with payroll and time
  • Opt-in AI agents that can be controlled by country, state or province
  • Content-authoring agent for job descriptions

Watch-outs

  • Private-equity ownership: watch pricing, packaging and investment over the next 12–24 months
  • Recruiting depth versus standalone ATS platforms
  • No recruiting-specific AI certification found

Capabilities

  • Recruiting CRMPartial or add-on
  • Interview schedulingPartial or add-on
  • AI sourcingPartial or add-on
  • High-volume conversationalPartial or add-on
  • Multi-country & GDPRPartial or add-on
  • Published AI certificationNone found

AI in production

  • Content-authoring agent for job descriptions and communications

AI governance evidence

AI features are opt-in and controllable by jurisdiction; no recruiting-specific AI certification found.

How it's priced

Part of the Dayforce subscription; quote-based.

  • Packaging changes after the ownership change; lock terms in multi-year contracts

Implementation

Delivery: Dayforce services or a certified partner.

Simplest as an add-on to a live Dayforce tenant.

Ask in the demo

  • What price and packaging protections will you commit to after the Thoma Bravo acquisition?

Verified October 2026 · Sources: Thoma Bravo completes Dayforce acquisition · OutSail: Dayforce 2026

AvatureTalent intelligence & CX layerPrivate (Avature)

Typical use: Global enterprises with distinctive recruiting processes, direct sourcing and experienced power users.

5,000+ employees · Professional, Campus, High-volume hourly · Works with any HRIS

Founded by Dimitri Boylan. More than 650 enterprise customers, including 110 of the Fortune 500, per Cielo. Says it was named a Leader in Gartner's 2026 Magic Quadrant for Talent Acquisition Suites.

Strengths

  • Exceptionally configurable CRM and ATS
  • Operates in 164 countries and 32 languages
  • Strong for campus, events and direct sourcing programs

Watch-outs

  • Steep learning curve; plan for training and adoption
  • Configuration freedom can become configuration debt
  • Much of the 2026 AI news is preview or roadmap; confirm what is generally available

Capabilities

  • Recruiting CRMNative
  • Interview schedulingPartial or add-on
  • AI sourcingNative
  • High-volume conversationalPartial or add-on
  • Multi-country & GDPRNative
  • Published AI certificationNone found

AI in production

  • Avature Copilot drafting emails and job descriptions (in customer use by October 2025)
  • Explainable AI matching across CRM and internal mobility

Announced or in beta

  • Avature 11 (later in 2026)
  • Next Generation Agents and AI Solutions Builder (preview, October 2026)

AI governance evidence

Says it follows the NIST AI RMF and runs annual independent audits, including a New York City AEDT bias audit; no published summary or AI certification found.

How it's priced

Negotiated annual contract.

  • Configuration and services effort can rival license cost

Implementation

Delivery: Vendor professional services.

Effort grows with how much you customize; standardize your process first.

Ask in the demo

  • Which of our requirements are configuration versus custom build, and who maintains each after go-live?

Verified October 2026 · Sources: Cielo: Recruiting Technology Navigator, Avature · Avature Upfront EU 2026 takeaways · Avature AI

PhenomTalent intelligence & CX layerPrivate (Phenom)

Typical use: Enterprises that want a candidate-experience, CRM and AI-agent layer over or alongside their ATS.

500–5,000 · 5,000+ employees · Professional, High-volume hourly, Campus · Works with any HRIS

Positions itself as an applied-AI company for HR. Acquired Included AI (January 2026), Be Applied (February 2026) and Plum (April 2026).

Strengths

  • Career site, CRM and agents in one experience layer
  • Assessment depth from the Plum and Be Applied acquisitions
  • Agents for voice screening, sourcing and interviewing

Watch-outs

  • Be clear whether you are replacing your ATS or adding a layer
  • Three acquisitions in 2026: ask about integration timelines
  • Bias evidence matters more as assessments become central

Capabilities

  • Recruiting CRMNative
  • Interview schedulingNative
  • AI sourcingNative
  • High-volume conversationalPartial or add-on
  • Multi-country & GDPRNative
  • Published AI certificationNone found

AI in production

  • Sourcing Agent, Voice Assessment Agent, AI Interviewer

Announced or in beta

  • Unified assessment and development on one agentic platform (post-Plum)

AI governance evidence

Announced an EU AI Act conformity assessment and NIST AI RMF alignment (March 2026), both self-assessed; no AI management certification or published bias audit found. Ask for adverse-impact studies on the Plum assessments.

How it's priced

Quote-based enterprise contracts.

  • Paying for overlapping CRM and career-site features you already own in your ATS

Implementation

Delivery: Vendor professional services, sometimes with a partner.

Adding a layer is a smaller project than replacing an ATS; career-site migration and CRM data drive the effort.

Ask in the demo

  • Which of our current tools does Phenom replace, and which does it sit on top of?

Verified October 2026 · Sources: Phenom acquires Plum, April 28, 2026 · UNLEASH: Phenom acquires Included AI · Phenom: AI that redesigns work operations, March 17, 2026

EightfoldTalent intelligence & CX layerPrivate (Eightfold AI)

Typical use: Enterprises that want one skills and talent-intelligence layer across hiring, internal mobility and workforce planning.

5,000+ employees · Professional, High-volume hourly, Campus · Works with any HRIS

Talent-intelligence platform positioned above the ATS; agents across sourcing, screening and interviews.

Strengths

  • Skills inference across external and internal talent
  • AI Interviewer and AI Interview Companion (April 2026)
  • ISO 42001, SOC 2 and FedRAMP Moderate

Watch-outs

  • Decide whether it's an ATS replacement or a layer; the business case differs
  • Faces an FCRA class action over candidate profiling (Kistler v. Eightfold, filed January 2026; motion to dismiss pending)
  • Value depends on data quality in your HRIS and ATS

Capabilities

  • Recruiting CRMNative
  • Interview schedulingPartial or add-on
  • AI sourcingNative
  • High-volume conversationalPartial or add-on
  • Multi-country & GDPRNative
  • Published AI certificationCertified

AI in production

  • AI Interviewer (October 2025)
  • AI Interview Companion for human-led interviews (April 2026)

AI governance evidence

ISO/IEC 42001, SOC 2 and FedRAMP Moderate cited; publishes bias-audit result pages.

How it's priced

Quote-based enterprise contracts.

  • Overlap with ATS and HRIS features you already pay for

Implementation

Delivery: Vendor professional services, sometimes with a partner.

Integration with your ATS and HRIS data, and the quality of that data, set the pace.

Ask in the demo

  • Show the bias-audit results for the exact features we'd use, by job family.

Verified October 2026 · Sources: Epstein Becker Green: the Eightfold litigation · Eightfold press release, April 8, 2026

BullhornAgency ATSPrivate (Bullhorn)

Typical use: Staffing and recruitment agencies running requisition-to-placement and pay-and-bill workflows.

Under 500 · 500–5,000 · 5,000+ employees · Agency · Works with any HRIS

ATS and CRM for staffing and recruitment firms; more than 10,000 customers.

Strengths

  • Built for agency workflows: clients, submittals, placements
  • Amplify Digital Workers handle matching, screening, outreach and submittals
  • Large staffing ecosystem

Watch-outs

  • Price Amplify separately from core seats
  • Corporate-TA features are not the focus
  • No AI management certification found

Capabilities

  • Recruiting CRMNative
  • Interview schedulingPartial or add-on
  • AI sourcingNative
  • High-volume conversationalPartial or add-on
  • Multi-country & GDPRNative
  • Published AI certificationNone found

AI in production

  • Amplify skills: Enrich, Match, Screen, Outreach, Present
  • New in May 2026: Prospect, Verify, Audit, Transcribe, and Amplify Chat

AI governance evidence

No AI management certification found as of October 2026.

How it's priced

Quote-based subscriptions; Amplify sold to Amplify customers.

  • Digital-worker usage costs on top of seats

Implementation

Delivery: Vendor services or a Bullhorn partner.

Data migration from a previous agency system is the main effort.

Ask in the demo

  • How is Amplify metered, and what does a typical desk use per month?

Verified October 2026 · Sources: Bullhorn Amplify Digital Workers, May 28, 2026

Free to use

The 13-question RFP bank

Questions to take into demos, to see how a platform works in production as well as in the demo.

  1. Show me, live, how a recruiter moves a candidate from application to offer. Count the clicks.
  2. What does implementation require from my team, in hours per week, for how many weeks, and from which roles?
  3. Which of your AI features make or influence selection decisions, and where is your bias audit for each (NYC Local Law 144)?
  4. Which AI features can we switch off by country or state, and who in your company can change that setting?
  5. Which AI features are generally available in our tier today, versus beta, preview or roadmap?
  6. How are AI agents metered and billed, and what caps or alerts do we control?
  7. What's the all-in three-year cost for our volume, including modules and the integrations you assume we'll add in year two?
  8. Which three integrations do customers most regret assuming would 'just work'?
  9. Show hire sync into our HRIS with a real offer, including a change after acceptance.
  10. What happens to our data, in what format, by when and at what cost, if we leave?
  11. What did your last three price increases look like for existing customers at renewal?
  12. Who owns our account after go-live, and how many accounts do they manage?
  13. What's on your roadmap that is dated and committed, versus directional?

Want this as working files? The ATS Selection Kit, in development, adds an editable scorecard, a demo script and a business case. Tell us if you'd use it.

Independence

How we review

  • No vendor pays. No sponsorships, affiliate links or paid placement, and no vendor reviews its profile before publication.
  • No recommendations. We describe what each platform documents. We don't rank platforms or tell you which to choose: the finder only shows which platforms match the filters you pick.
  • Production versus promise. AI is listed as "in production" only when the vendor says it is available; everything else is labeled announced, beta, preview or roadmap with its date.
  • Capabilities. "Native" means built into the product; "partial or add-on" means a separate module, a partner or limited depth; "not documented" means we found no published evidence, so ask: it may exist.
  • AI certification. "Certified" means an independent body certified the vendor's AI management (such as ISO/IEC 42001 or TrustArc). "Partial" means a published independent bias audit, or a certification whose scope doesn't name the product. Claims without published evidence count as none found.
  • Implementation. We don't publish timelines. They depend more on your resourcing, reviews, scope and readiness than on the platform, so we show what drives them and the questions that expose them. Delivery models describe how each platform is usually implemented; ask who will actually do yours.
  • Pricing. We describe how each vendor charges and where costs grow, not list prices, because enterprise prices are negotiated and change.
  • Freshness. Every profile shows when it was verified. We re-verify quarterly and after major vendor news. Spot something out of date? Tell us and we'll fix it with a note. Every material change is in the change log.

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