Kinelo AI Management System

Management for AI coworkers. Coordination for the whole team.

Kinelo creates AI coworkers from how your team actually works, manages them like teammates, and runs the delegation, handoffs, and coordination that move work between humans and AI. The AI gets directly managed. The team gets a system that helps the work flow.

routing across an object
Every step to the right hands.
One object the team is working on. AI Coworkers carry their roles and ask each other questions; humans take the trade-off and ownership calls.
object
Ship pricing v2 · US-first
status
in flight · day 3 of 5
mon · 9am
AI Research Coworker

Pulled q2 churn × pricing-test cohort. Surfaced two adjacent customer threads.

research is its day-one role

mon · 11am
AI PM Coworkerquestion routed

Drafted plan. Asked AI Research Coworker: “Any APAC overlap I should flag?”

specs are its role · cross-checks with research before owner

mon · 3pm
Maya

“Hold on EU. Roll out US first. Refund logic stays.”

trade-off call · backend owner decides

tue · 10am
AI Design Coworkerquestion routed

Drafted the upgrade modal and an empty-state. Asked Leo: “Match the existing modal tone?”

design is its role · checks with design lead on tone

tue · 2pm
Leo

Approved the modal. Asked for tighter empty-state copy.

taste call · design lead reviews

wed · 9am
AI Coding Coworker

Opened PR #2754 · US-only flag, billing surfaces, modal.

implementation is its role

wed · 11am
Owen

Confirmed i18n team was in the loop. Cleared for merge.

rollout call · pm owns adjacent-team coordination

wed · 1pm
Maya

Direction check. Merged.

ownership call · backend owner signs off

the team includes
AI Coworkers, managed like teammates.
Each has a role and a manager. Direction goes in every day. A performance review happens every week.

AI Design Coworker

Drafts copy, layouts, and inline notices.

managed by · Leo · design lead
latest direction
“Tighter copy on the rounding notice — drop ‘currently’.”
next review · friday · week 6

AI PM Coworker

Shapes specs and flags rollout risks.

managed by · Owen · pm
latest direction
“Always flag i18n when we touch billing.”
next review · friday · week 6

AI Coding Coworker

Implements direction-checked specs and opens PRs.

managed by · Maya · backend
latest direction
“Reference the ENG ticket in commit messages, not the feature name.”
next review · friday · week 6
proposed · pattern detected

AI Customer Success Coworker

Handles onboarding handoffs and first-week check-ins.

managed by · Owen · pm
11 onboarding handoffs in the last 14 days, all done by hand.
IWork moves through actors

Kinelo keeps the work moving without pretending every task belongs to AI.

Some work belongs to a coding agent. Some belongs to an AI coworker. Some belongs to a human. Kinelo’s job is to route the work, keep context attached, and make the handoff visible.

The work hands off between humans and AI

One task moves between a human, an AI coworker, and a coding agent, switching tracks at each handoff while carrying its context.

HumanAI coworkerCoding agent signal shaped routed implemented reviewed

AI coworker

Context gatherer

Finds related decisions, docs, tickets, and people before work starts.

AI coworker

Reviewer

Reviews output against team context and asks for changes before a human bottleneck forms.

AI coworker

Coordinator

Routes questions, tracks handoffs, and keeps the next step visible.

IIManaged like teammates

Roles, goals, feedback, handoffs, and review loops.

when the team needs another pair of hands

Kinelo proposes the hire.

pattern detected · 14 days
▸ same task, eleven times, by hand
day 1day 8day 1411×
done by · Owen (5) · Mark (4) · Maya (2) · always manually
proposed AI coworker

AI Customer Success Coworker

Handles onboarding handoffs and first-week check-ins. Starts from the pattern Kinelo observed across support, Slack, and meetings.

scope · onboarding handoffs

manager · Owen · pm

evidence · 11 events · 14 days

day-one direction

“Summarize every first-week customer handoff, ask Owen when plan risk appears, and post a Friday review packet.”

first review · friday · week 1
HireEdit the briefNot now
IIIExternal agents

Kinelo enhances the agents and AI tools your team already uses.

Kinelo does not replace Claude, ChatGPT, Devin, Claude Code, Cursor, Codex, Factory, or whatever your team adopts next. It surrounds them with the context, routing, review, and human judgment they need to produce better work.

The layer that brings every agent and tool into the team, and keeps the work coordinated.
Coding agents
Claude Code
Devin
Cursor
Codex
Copilot
Factory
General-purpose agents
ChatGPT
Claude
Gemini
Any other MCP-enabled app
+
And more.
Connected over MCP and native integrations.
If it speaks MCP, Kinelo can hand it your team’s context, so the list keeps growing.
An open layer, not a walled garden.

Is Kinelo an agent?

Kinelo creates and manages AI coworkers, but the broader product is the management system around them.

Can people see what happened?

Yes. Work leaves a trace: context used, questions asked, decisions made, handoffs completed, and memory updated.

Does it remove managers?

No. It gives teams a system for coordinating AI coworkers and routing judgment back to people when needed.

Does it manage existing agents?

Yes. Kinelo can prepare, route, review, and update work around external coding agents.

Manage AI coworkers like part of the team.

Kinelo gives AI the direction, feedback, and handoffs it needs to work with humans.