Performance Review Cycle
Evidence-based people reviews with AI synthesis
Goals, evidence, manager review, HR calibration and employee response — AI drafts, people decide.
- Client
- Design case study
- Status
- Design demo
- Service area
- Business ConsultingAI Transformation
- Industry
- Technology & Startups
- Stack
- LLMWorkflowPrototype
The brief
Reviews stop at a score with scattered evidence.
Approach
Evidence-first workflow, AI drafting with sources, no automated scoring.
What shipped
Design case study with prototypes.
- Evidence-first
- AI drafts with sources
- No automated scoring
We are a team that sticks to its principles
- 01
Measure before and after — no result claims without a baseline.
- 02
People approve; software proposes.
- 03
Ship in pilots small enough to fail cheaply.
- 04
Every deliverable has an owner and an acceptance test.
Ready to work with us?
Tell us the problem. We will come back with a scope, a team and a first milestone.
