Perfcopilot
How it works

From first sign-in to first review.

Four steps to set up, five each cycle.

Set up once

Get the system to know your team.

01

Import your team

Bring people in by CSV upload or a sync from your HR system. Roles, departments, and managers come along, so each review lands with the right reviewer from day one.

8 reportsQ1 2026
  • Alex Riveradraft ready
  • Priya Shahdraft ready
  • Tom Beckdraft ready
  • Dana Lindraft ready
02

Connect your signals

OAuth the tools your team already uses. Eighteen integrations across code, communication, CRM, phone, attendance, and OKRs. PerfCopilot reads metadata only (ticket statuses, deal stages, activity counts), never message bodies.

03

Train your tone

Upload a handful of past reviews you've written and Claude learns your voice: your phrasing, the skills you evaluate, the level of directness you use. The result is a custom preset that drafts in your tone, not generic AI tone. No past reviews on hand? Start from a default and tune it.

Trained on your past reviews

"Did a good job on the project this quarter."

"Drove the migration to completion a week early and unblocked two teams."

matched your voice
04

Assign a preset to each person

Match each person to the preset that fits their role, whether that's an IC, a manager, a sales rep, or a support lead. The preset decides which signals matter and how they're weighted when PerfCopilot drafts that person's review.

Presets by person
Sam Okafor
Software Engineer
Engineering IC
Dana Lee
Account Executive
Sales Rep
Priya Nair
Support Lead
Manager

Each cycle

Operate the loop.

05

Open the cycle

Pick the cadence (weekly, monthly, quarterly, or custom) and the window. The cycle anchors every signal and draft to that period, so editing the dates later never rewrites history.

Connect
Sync signals
Generate
Edit
Deliver
06

Sync all signals

One click pulls the period's work from every connected tool into the cycle. Re-sync any time to pick up new activity before you generate.

07

Generate the draft

Pick a person and generate. PerfCopilot runs the cycle's signals through Claude with that person's preset and tone, and writes a first draft with citations back to the source work.

Alex Rivera · Q1 reviewDraft ready

Owned the Q1 onboarding revamp end to end. Delivered it two weeks early, helped close the Acme renewal, and kept follow-through steady across teams.

↳ Ticket #482↳ Deal · Acme↳ #project-sync
Bias check passed
08

Review the draft

Read the draft with the bias check beside it, flagging gendered language, recency, and tenure. Edit the wording, add private manager notes the employee never sees, and adjust the rating if you want to override the model's read.

Bias check
  • Gendered languagenone
  • Recency biasnone
  • Tenure biasnone
  • Vague languagenone
09

Deliver to your people

Send the review. The employee gets a magic-link to a sealed PDF, reads it, and acknowledges. Everything is logged in the audit trail and HR gets a copy.

Q1 review · Sam OkaforDelivered
sealed PDFmagic-link
Employee acknowledged
Logged in the audit trail
HR copy sent

A typical review cycle.

  1. Day 1: Manager opens the cycle in PerfCopilot, sets cadence (e.g. quarterly), invites peer reviewers via email link.
  2. Day 1 to 7: Peer feedback rolls in over a week.
  3. Day 8: Manager generates drafts in batch, usually under twenty minutes for a team of ten.
  4. Day 8 to 12: Manager edits each draft, reads bias checks, adjusts ratings.
  5. Day 12+: Reviews delivered as sealed magic-link PDFs. Employees acknowledge. Cycle closes.
Connect
Sync signals
Generate
Edit
Deliver

Try it on your team.

Get started free

Want more detail first? See what's in each draft · every integration · plans & pricing.