Quarterly or annual — fair performance reviews, drafted from your team's data

Performance reviews, drafted from the data.

Stop trying to remember what you shipped. Skillnex pulls compensation and activity data from your source systems, scores every employee with a department-aware ROI model, and drafts each performance review in minutes. Every claim sourced to a number. Managers edit. They don't invent.

Skillnex employee performance review — Nina Torres, HR, Q1 2026
How it works

Ingest. Score. Narrate. Approve.

Upload one workbook — or connect your source systems. Skillnex joins on employee ID, scores per department, flags the rows where data disagrees with the existing rating, and drafts each performance review.

Multi-sheet ingest

Drop an .xlsx with roster, comp, performance ratings, and HR activity. Skillnex detects the shape, joins on employee ID, and reports every row that didn't reconcile — no silent drops.

Department-aware scoring

One ROI model for Sales (revenue per $1 salary), another for Engineering (PRs + tickets), another for HR (cost per impacted employee). Recruiters and AEs don't share a leaderboard.

Anomaly-first surface

Score-vs-rating mismatch. Underpaid hi-perf. Low-ROI senior. Missing salary. Every flag is one click from the row that triggered it — the conversation worth having, not the spreadsheet to scroll.

LLM-drafted performance reviews

Claude Haiku 4.5 generates each review from the joined dataset. A post-LLM guard rejects any number not present in the source — managers edit drafts, never invent them. Employees get a fair review they can push back on with data.

Calibration scatter

Value score × contribution on one chart. Top-right is where promotions compound. Bottom-left is where a scope conversation is due. Hover any dot, click to drill into the data.

Tenant-isolated by design

Row-level multi-tenancy on every read. Region pinning (US / EU). 30-day EU retention cap enforced in SQL, not in policy. Append-only audit log. DPA signed before any data touches a server.

Connect your stack

Skip the spreadsheet. Pull from source.

Skillnex starts with .xlsx so you can run a cycle today. The integrations below replace the manual export step — same scoring, same narratives, refreshed continuously instead of quarterly.

Pilot

Workday

Comp, headcount, org tree, tenure

HR / Payroll
Pilot

BambooHR

Roster, time-off, performance ratings

HR / Payroll
Q2 2026

ADP

Salary, bonus, equity, total cost

HR / Payroll
Q3 2026

Greenhouse

Hire dates, requisitions, source

HR / Payroll
Pilot

Salesforce

Revenue, deals closed, pipeline velocity

Sales
Q2 2026

HubSpot

Deals, calls, emails, opportunities

Sales
Pilot

Jira

Tickets closed, story points, fix time

Engineering
Pilot

GitHub

PRs, review turnaround, commit signals

Engineering
Q2 2026

Linear

Issue throughput, cycle time, projects

Engineering
Q3 2026

GitLab

MRs, pipeline health, code review

Engineering
Q2 2026

Lattice

Existing reviews, goals, 1:1 cadence

Reviews
Q3 2026

15Five

Check-ins, ratings, OKR alignment

Reviews

Need something not on the list? The xlsx ingest path covers any source that can export a sheet. Roadmap above prioritized by pilot demand.

Ready to run your first cycle?

Free 90-day pilot. No credit card. Upload your roster + activity, see Skillnex generate narratives in minutes, decide whether to keep going.

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