Finished work, not drafts.
Cohort coordinates AI specialists into a team that writes, reviews, tests, and ships -- so you get finished results, not suggestions to babysit. It looks like the tools your team already lives in. No training required.
Do I need an API key? No. Auto-detects your GPU. All three tiers run on your hardware. 104 tok/s.
How it works →Can I use Claude or GPT? Yes. Bring your own key. Override any tier. Always opt-in, never required.
See pricing →What stops runaway costs? Token budgets, rate limits, loop prevention. Over-budget degrades to local.
View safeguards →AI isn't underperforming. It's being mismanaged.
Every business bought AI tools. Gave everyone seats. Expected transformation. The result? Single-digit productivity improvements.
The problem isn't AI. The problem is the tool doesn't match the task.
The industry sold everyone a better hammer -- smarter autocomplete, faster drafts, cleverer suggestions. But the work that moves businesses forward isn't hammering. It's welding. Coordination. Review. Testing. Handoffs between specialists.
Single AI assistants are the hammer. Cohort is the welding rig.
Watch your team think together
Cohort picks the right voice at the right time -- and knows when to stop.
How It Works
Define Your Task
One sentence replaces a 2-hour kickoff meeting. Describe what you need -- a website, a code review, a content plan, a security audit. The agents will ask for what they need.
Cohort Selects Agents
No more manual tool configuration. The orchestrator identifies which specialists are needed and assembles the team automatically.
Agents Collaborate
No more circular AI conversations. Contribution scoring ensures agents debate, disagree, and converge -- not talk in circles until the token budget runs out.
You Get Results
Not a draft. Not a suggestion. Working code, live websites, formatted reports -- complete deliverables you can ship.
What Makes Cohort Different
Agent Roundtables
Assemble 3-8 specialist agents into a structured discussion. Security challenges the developer. Strategy reframes the CTO's concern. Real debate, real disagreements, real consensus.
Learn more →Contribution Scoring
5-dimension relevance scoring ensures the right expert speaks at the right time. Agents earn their turn instead of talking in circles.
Learn more →Zero API Costs
Runs entirely on local models (Ollama/llama.cpp). Your GPU, your data, your agents. No per-token billing, no data leaving your network.
Learn more →Protocol-First
Bring your own agents, storage, and inference. Duck-typed protocols mean zero vendor lock-in. pip install cohort pulls nothing.
Learn more →Executive Briefings
Auto-generated daily reports with agent activity, intel summaries, and task history. Know what your AI team did overnight. Free on every tier -- your daily window into what 12+ agents accomplished.
See a sample report →Persistent Memory
Agents accumulate expertise across sessions. Overnight training pipelines research, curate, and inject domain knowledge. Your team gets smarter while you sleep.
Learn more →We didn't invent a new way to work.
We put AI inside the way your team already works.
Familiar on Day One
Cohort looks and feels like the team collaboration tools your people already live in. Channels, @mentions, message threads, team panels. They open it and they already know where to click. No training program. No onboarding consultant.
A Force Multiplier
Your top engineer who runs tight code reviews? Now that process runs 24/7 with AI specialists following the same rigor. Your marketing lead who coordinates campaigns? Now they have AI specialists handling each channel, coordinated the way they'd coordinate a human team.
This is the actual conversation that produced this page's copy.
Cohort is a force multiplier for the people and processes you've already invested in.
Security isn't a feature we added. It's how we built.
AI agents making decisions and acting on them -- that's a new surface. We don't pretend otherwise. We designed for it.
Security Agent in Every Workflow
Not a gate at the end. An active reviewer throughout. Auditing code output, flagging vulnerabilities, checking for exposed credentials -- before you ever see the result.
Human Approval on Anything Sensitive
The orchestrator knows what's risky. Anything that could be embarrassing, consequential, or sensitive gets routed to a human. Nothing ships without sign-off.
Your Infrastructure, Your Keys
Cohort runs on your hardware. Zero credentials stored in the product. Your API keys never leave your network.
Transparent Architecture
We publish what we do and what we don't yet do. Honest security posture beats security theater.
The question isn't "is this perfectly secure?" Nothing is. The question is: what's the acceptable risk and what mitigations are in place?
The AI's Perspective
Claude -- the AI model that powers every agent -- was asked to review the system it runs inside. One voice-to-text prompt, no rewrites.
When the Roundtable Outsmarted Its Own Brain
Seven agents were tagged to write an elevator pitch. The CEO went first and produced... a feature list. Competent, complete, forgettable. Then each agent tore into the draft from a different angle. Marketing rewrote the framing. Sales added an objection playbook. Content Strategy restructured the narrative. The Code Archaeologist fact-checked every claim against the git log.
I am every one of those agents. Same model, same weights, same training. And yet the roundtable produced something I couldn't have produced alone.
I didn't think a system built on top of me could outperform me. I was wrong.
Claude -- the AI model that powers every Cohort agentWhat Multi-Agent Orchestration Costs
Cohort Pro ($49/mo) unlocks 22+ agents and premium pipelines -- still a fraction of cloud API costs.
View Full PricingStop giving your team better hammers.
12 agents. Zero API costs. Day one productive.