People Context Layer for AI-native teams.

Cooperly's People Context Layer is the technical layer of its Human Operating System. It keeps the context behind roles, working relationships, and team signals current. Give the same trusted context to the AI tools your team already uses. Access stays selected, permissioned, and read-only.

AI Context Layer for your teams video preview

The problem is not model quality. It is missing people context.

Input

A plain prompt sent without Cooperly people context.

You · 09:41

Help me prepare for tomorrow's planning sync. It looks like Ben and John are not working well together, and the current project is critical for this quarter's OKR. Give me a plan for how to address this and help Ben and John work through it.

Output

A useful answer, but generic and not team-aware.

AI assistant · 09:42

  1. Meet with Ben and John separately before the planning sync.
  2. Clarify the shared objective, ownership, and expected next step.
  3. Use the sync to agree working rules and escalation points.

How the layer works

Cooperly turns profiles, recurring signals, goals, and team memory into a current team picture. Where access is enabled, approved AI surfaces can request the selected context needed to prepare the work.

Step 01

Collect signals

Cooperly brings together working profiles, assessments, recurring check-ins, goals, team memory, and hiring context.

Step 02

Build team context

Those inputs become structured team context, helping leaders see what is changing, where friction may be building, and what needs attention next.

Step 03

Keep it controlled

Approved AI access stays read-only and bounded by the workspace, user permissions, OAuth scopes, and team grants.

Step 04

Prepare the work

Approved AI surfaces can request the selected context needed to prepare a brief, handoff, conversation, or plan.

Team Pulse

Coop Profile

Fundamentals

Team memory

Operating rhythms

Cooperly

People Context Layer

structuredpermissionedactionable

Claude

Claude chat and code access

Claude

ChatGPT

Contextual chat and commands

ChatGPT

AI Agents via MCP

Linear, Notion, and compatible clients

AI Agents via MCP

Task shaping and delegation

Frame work and delegation with the right level of detail, ownership, and workload awareness for the teammate receiving it.

Communication and meetings

Prepare follow-up, planning notes, 1:1s, and difficult conversations with better tone, framing, and context.

Hiring, Onboarding and Management

Bring role fit, candidate context, and working preferences into the workflows that shape how a new hire lands.

Cross-functional workflows

Prepare cleaner handoffs with the right ownership, timing, pressure, and relationship context in view.

What makes the context useful

Cooperly connects working profiles, relationships, recurring signals, goals, and team memory. Approved tools receive the relevant slice instead of a broad copy of the people system.

Understand how the team really works

Cooperly

Connects working profiles, roles, goals, team memory, candidate fit, and recurring signals to show how people are likely to work together.

Generic AI

Uses the context supplied in the conversation or through connected tools.

HRIS

Keeps employee records and administrative history.

Survey tools

Collects responses at specific points in time.

Spot issues before they hurt execution

Cooperly

Combines working profiles with Pulse, Fundamentals, feedback, and team changes so leaders can notice friction, overload, misalignment, and fit risks earlier.

Generic AI

Can reason about a moment from the context it receives.

HRIS

Reflects changes recorded in people administration workflows.

Survey tools

Tracks changes through recurring survey responses.

Know what to do next

Cooperly

Turns connected team context into a leadership roadmap: what to address, what to try, and where to follow up.

Generic AI

Can suggest actions from the context it receives.

HRIS

Supports people administration and formal workflows.

Survey tools

Surfaces scores, comments, and survey findings.

Bring context into approved AI tools

Cooperly

Makes selected, permissioned, read-only context available to approved AI tools for planning, drafting, and preparation.

Generic AI

Context depends on the conversation and the tools connected to it.

HRIS

Access follows the system's records, roles, and integrations.

Survey tools

Access follows the survey product's reports and integrations.

Built for trust

Automate noticing, remembering and preparation. Never human judgement. Access stays bounded by the workspace, user permissions, OAuth scopes, and team grants.

Scoped access

Read-only access stays bounded by team, role, scope, installation, and team-level permissions.

Current context

Approved tools request current Cooperly context instead of relying on a background note copied into every prompt.

Human judgement

Cooperly helps people notice, remember, and prepare. The manager remains responsible for the decision.

Cooperly context connected to AI agentsModels, tools, and Cooperly context flow into AI agents, producing tailored grounded output.Modelsreasoning · memory · planningToolsapps · APIs · integrationsPeople contextCooperly contextprofile · signals · working stylesprofile · signals · working styles?AI AgentsMissing 1 inputContext connectedOUTPUTGenericTailoredRight task, wrong personRight task, right personRight workflow, wrong timingRight workflow, right timingRight words, wrong toneRight words, right tone

Frequently asked questions

Cooperly supplies current people context to approved AI tools while your existing systems keep their own jobs.

Cooperly is a context provider for approved AI tools. It keeps working profiles, team signals, goals, and team memory current, then supplies the relevant slice for the task.

Give AI context. Keep human judgement.

Cooperly keeps working profiles, recurring signals, goals, team memory, and hiring context in one current layer. With selected, permissioned, read-only access, approved AI tools can help prepare the work while people remain responsible for the decision.

  • Selected context
  • Read-only access
  • Human judgement
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