Field notes on building modern HR tech.
Essays, benchmarks, and playbooks for hiring teams who'd rather work than be sold to.
AI Recruiter vs Human Recruiter: Where the Line Lives in 2026
After 18 months of LLM-assisted recruiting at scale, here's what AI quietly took over, what it failed at, and where the human-in-the-loop still earns its salary.
HR Software Pricing in 2026: Per-Seat, Per-Employee, or Per-Tenant?
Three pricing models dominate the HR tech market. Each one quietly punishes a different kind of company. Here's how to pick the one that doesn't bleed you.
10 Remote Interview Pitfalls That Quietly Kill Your Offer-Accept Rate
Remote interviewing is now the default for 71% of mid-market roles. The pitfalls are subtler than they were five years ago — and they cost you the candidates you actually want.
The Complete Guide to AI in Recruiting (2026)
What AI in hiring actually does in 2026 — what works, what's regulated, and the operating model that gets the gains without the lawsuits.
ATS Buyer's Guide: The 2026 Mid-Market Edition
A working framework for picking an ATS in 2026. The questions to ask vendors, the trap features to ignore, and the 7 things that actually matter at 50–500 employees.
Hiring Funnel Conversion: The 2026 Benchmarks
From application to offer-accept: the stage-by-stage conversion rates we're seeing across 11,000 roles on Screeq this year. Where the funnel breaks, and how the top quartile keep it tight.
ATS vs HRMS: Why You Shouldn't Be Buying Two in 2026
The handover from ATS to HRMS is where most companies leak data, time, and candidate experience. Here's the data, the architecture, and the operating model that wins.
The Structured Interviewing Playbook (and Why Unstructured Costs You 22%)
Decades of meta-analyses show structured interviews are 2x more predictive than unstructured ones. The implementation is simple — the discipline is what most teams fail at.
Async Video Interviews: What Completion Rates Actually Look Like in 2026
Internal benchmarks across 40,000+ Screeq interviews. The candidate-experience verdict, the segments where async wins outright, and the ones where it doesn't.
AI Interview Anti-Cheat: What Actually Works in 2026
LLM-assisted candidates are the new normal. The good vendors caught up; the lazy ones didn't. Here's the anti-cheat stack that holds up against current jailbreaks.
AI CV Screening Without the Bias Lawsuits: A 2026 Compliance Map
NYC AEDT, EU AI Act, EEOC guidance, UK Equality Act — the regulations that actually constrain AI screening, and the operating model that ships within all of them.
Employer Brand on a Budget: The 2026 Mid-Market Playbook
You don't need a brand agency or a Super Bowl ad. You need three things, done consistently, for nine months. Here's the playbook our top-performing customers actually run.
The First 90 Days: An Onboarding Template That Actually Reduces Attrition
First-year attrition costs 30–50% of salary. Here's the day-by-day, week-by-week structure that we recommend to every Screeq customer, with the metrics that matter at each stage.
Compensation Bands Without the Leak: A 2026 Operating Model
Pay transparency laws are accelerating across the EU, NY, CA, and CO. Bands are a question of when, not if. Here's how to ship them without the morale shock.
Performance Reviews Without the Pain: A 2026 Operating Model
Annual reviews don't work — the meta-analyses are unanimous. The alternative isn't 'no reviews', it's continuous, lightweight, structured feedback. Here's the cadence and the tooling.
HR Data Residency in the EU: What CHROs Need to Sign Off in 2026
Schrems II is now five years old. The transatlantic data framework is wobbling again. Here's what EU-headquartered employers need from their HR vendors right now.
Global Hiring in 2026: The Compliance Map
EOR vs entity vs contractor — the practical decision tree, the cost curves, and where each model falls apart at scale.
The 5 Mistakes That Sink High-Volume Hiring Operations
Retail, hospitality, contact centres, gig — high-volume hiring is its own discipline. These five mistakes show up in nearly every team we onboard.
The 4 Diversity Hiring Funnel Metrics That Matter
Stop reporting on hire-rate alone. The earlier metrics tell you whether your funnel is fair — and where to invest to make it fairer.
Internal Mobility: Build, Buy, or Bolt-On in 2026
Internal mobility is the single highest-ROI initiative most HR functions ignore. The build-vs-buy decision depends on three things — here they are.
A Remote Work Policy Template Built for 2026
Hybrid mandates are rising. Here's a policy framework that respects autonomy and the business — and survives a return-to-office push.
The Hiring-Manager Training Curriculum Your ATS Won't Build For You
Every ATS vendor sells you a tool. None of them train your hiring managers. Here's the 4-module curriculum that turns good managers into good interviewers.
Year-End HR Planning: Setting Up 2026 Without the January Scramble
December is the cheapest month to plan and the most expensive month to ignore. Five things to lock in before January 1 so your year doesn't start in firefighting mode.
Rejection Emails That Make Candidates Reapply
82% of rejected candidates never hear back. The 18% who do — and feel respected — are 2.7× more likely to refer. Here's the template, the science, and the operating model.
ATS Migration Without Data Loss: A Field-Tested Checklist
Most ATS migrations succeed on the export and fail on the import. After running 200+ migrations onto Screeq, here's the checklist that catches the silent data-loss patterns.
HR Tech Stack Consolidation: The 2025 Reset
The average mid-market company runs 11 HR tools. Most can collapse to 3 — here's the pattern, the savings, and the migration path.
Candidate Ghosting: How to Recover the 30% You Quietly Lose
Ghosting works both ways. Recovering even a quarter of your ghosted candidates is worth more than any new sourcing channel. Here's the playbook.
Interview Scoring Rubrics That Actually Reduce Bias
Structured interviews predict performance 2.5× better than unstructured. Here's the rubric format we ship with Screeq, the calibration cadence, and the failure modes to avoid.
Succession Planning Without the Spreadsheet of Doom
Most succession plans live in a single quarterly spreadsheet that nobody updates. The teams that actually have ready successors operate continuously. Here's how.
The HR Tech RFP Template That Doesn't Reward Vendor Theatre
Most RFPs reward the vendor with the biggest pre-sales team, not the best product. A 30-question RFP that lets actual product quality win.
1:1s That Don't Suck: An Operating Model for Managers Who Hate Meetings
Most 1:1s degrade into status updates. A simple structure — and one tool change — turns them back into the highest-leverage hour on a manager's calendar.
Fixing the Interview Debrief: Where Most Hiring Decisions Go Wrong
The debrief is the highest-stakes 30 minutes in your hiring process. It's also the least structured. Three changes that materially improve decision quality.
Diversity Sourcing Channels That Actually Move the Funnel
Posting on five 'diversity job boards' isn't a strategy — it's a checkbox. The sourcing channels that materially shift representation in the pipeline.
When Screeq Beats Greenhouse — and When It Doesn't
An honest comparison from the team that built Screeq. Where we win, where Greenhouse is still the right pick, and the three questions that decide it.
Employee Experience vs Engagement: The Distinction That Changes the Budget
Engagement is a survey. Experience is the operating system around it. Confusing the two leads to spending on the wrong thing every year.
Mobile-First Hiring: Why Your ATS Probably Fails on a Phone
Over 60% of job-board applications now start on a phone. Most ATS apply-flows still optimise for desktop. The conversion math is brutal.
Offer Letters That Get Signed Faster: 7 Patterns From Our Highest-Accept Customers
Offer-letter design is treated as a legal artefact. It's also a sales artefact. The teams that treat it as both get accept-rate lifts of 6-12 points.
5 HR Analytics Quick Wins You Can Ship Without a Data Team
You don't need Tableau or a data scientist. Five analyses any HR ops person can build this month — each one earns the next round of investment.
Scaling Your People Function from 50 to 200: A Stage-by-Stage Map
The hardest people-ops scale-up is 50 to 200. The processes that worked at 50 break at 100. The ones you build for 200 are wrong at 100 too. Here's the map.
AI Tools for Recruiters: A Shortlist (Built Into ATS, Standalone, and the Honest 'Skip' List)
Every other day a new AI recruiting tool launches. Most are wrappers. Here's the shortlist that actually saves recruiter time, sorted by what to buy and what to skip.
The HR Budget Cycle: 6 Traps That Cost You Headcount Next Year
HR budget gets cut first when the numbers are tight. The teams that protect their budget tell a different story to the CFO. Six patterns from the ones that win.
Candidate Rejection Feedback: The Quiet Brand Lever Most Teams Miss
Specific, kind rejection feedback turns 'I'll never apply here again' into 'I'd recommend that company to a friend'. The economics are obvious; the operating model isn't.
Remote Onboarding: A 30-Day Playbook That Actually Lands New Hires
Remote onboarding fails for the same reasons every quarter: no human shape, no clear week-one wins, and no manager involvement. A 30-day playbook that fixes all three.
Career Site Conversion: 2025 Benchmarks
Apply-start to apply-complete is where most career sites bleed candidates. Median conversion: 12%. Top quartile: 38%. Here's what separates the two.