The AI shift in HR, filtered for the people who have to lead it.
One practitioner-curated briefing across the HR landscape: what changed, what it may mean, and the questions worth asking, with every source linked so you can check it yourself.
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What changed in HR tech this week, what it may mean, and what to check. Every week, free.
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Latest signal
Only 3% of organizations beat their AI savings goals
Gartner finds 97% cannot cut costs through productivity alone and 38% are over budget on AI. Know where the saved time goes before you promise savings.
ProductAI interviewers go mainstream: Dayforce buys Ribbon AI
Gap rolls out an AI hiring guide for 200,000 seasonal applications in the same week. Neither announcement mentions bias testing, so ask for it before you switch one on.
RegulationColorado's comments closed; final rules still pending
The January 1 start and a 45-day human-review clock are the dates to plan for, with California's 2027 laws on the same checklist.
HR tech, side by side, with every claim sourced.
Comparisons that describe what each platform documents, with sources and review dates, from a practitioner who has run enterprise HR migrations. No vendor pays to be here, rank higher, or be described favorably.
- ATS platforms — live. 17 platforms, a shortlist finder, side-by-side compare, a go-live drivers check and an RFP question bank.
- Recruiting CRMs — live. 17 platforms, a "do you need a separate CRM?" check, a shortlist finder by ATS, side-by-side compare and an RFP question bank.
- Applicant match scores — live. 16 platforms rated on governance, a rules check for 38 places in 21 countries and the EU, a shortlist finder, side-by-side compare and an RFP question bank.
- HRIS / HCM — in progress. The system-of-record decision, compared on cost and lock-in.
- Payroll & L&D — planned. Subscribers vote on what's next.
Ten areas shaping HR's next decade
HR Tech & Agentic AI
Platforms, agents, and the AI stack reshaping HR work.
Talent Acquisition
Recruiting tech, AI screening, and the new hiring funnel.
People Analytics
Workforce intelligence and evidence-based HR decisions.
Risk & Compliance
AI hiring regulation, from the EU AI Act to state law.
HR Transformation
Operating-model redesign for the agentic era.
Future of Work
Scenarios and signals for the workforce of 2030.
L&D & Skills
Skills intelligence and learning in an AI-first world.
Career Pathways
How HR careers are being redrawn by AI.
Mobility & Immigration
Global workforce movement and policy for HR.
Vendor Comparisons
The independent buyer's lens. No vendor pays.
Curated by a practitioner, for practitioners.
The Signal is curated by Alex Rivera — a practitioner in enterprise HR technology: running migrations, fixing broken implementations, and advising on HR systems & AI strategy. AI tools help with research, drafting and source checks, and Alex reviews and approves every update before it's published (how AI helps). It's one practitioner's read, with the sources linked so you can check them and draw your own conclusions.
The editorial promise
→ No vendor pays — no sponsorships, no affiliate links, no pay-to-rank.
→ Signal over volume — one weekly briefing, not thirty daily alerts.
→ Context included — every story carries a "so what": what it may mean in practice and what to check.
→ Free stays free — the briefing and comparisons are free forever; readers, not vendors, will fund the work through buyer kits.
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