Goal alignment and performance review portal

Reduce manual coordination while keeping goal and review decisions with named managers. For operations and people managers running goal and performance cycles across teams, convert goal records, check-in notes, task data, review inputs and connected tool data into manager-approved goal and review records linked to evidence. The benefit is a testable hypothesis, measured through approved review records per manager hour and goal updates completed on schedule; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect goal records, check-in notes, task data, review inputs and connected tool data, then follow this sequence: 1. Set and align objectives and key results. 2. Track goal progress against evidence. 3. Suggest priorities from goal and task data. Resolve uncertain cases with qualified reviewers, approve manager-approved goal and review records linked to evidence, and measure approved review records per manager hour and goal updates completed on schedule against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One fixed review cycle and approved template set; final ratings, promotions and employment decisions remain managerial. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve employee voice, source attribution, review accuracy and usage permissions. Managers approve substantive ratings and employment decisions. One fixed review cycle and approved template set; final ratings, promotions and employment decisions remain managerial. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One fixed review cycle and approved template set; final ratings, promotions and employment decisions remain managerial. Implement one approved input format, a bounded representative case set and the first two task modules: set and align objectives and key results; track goal progress against evidence. Support the third module with operator review: suggest priorities from goal and task data. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Company-owned goal records, authorized check-in notes and permitted task data. Cloud storage, HR and project tool import/export and publishing destinations. Start with file exchange and validate destination specifications before promising direct publishing. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Goal setup and alignment, Progress and check-in board, Review and approval. Use a list or board of goals with owners and status, a central detail view for each objective with key results and evidence, and a right-hand panel for comments, check-ins and review notes. Let users compare planned and actual progress side by side. Display draft, changes requested and approved states. Provide a shared team view with comments anchored to the relevant goal or review. Make the task-specific outcome manager-approved goal and review records linked to evidence visible beside its evidence, review state and value baseline.