Task Machine vs Cofounder

You want agents to run real departments, engineering, sales, marketing, finance, ops, and to keep you in the loop while they do it. Cofounder and Task Machine both promise that. Where they differ is what staying in control actually means: steering the work as it happens, or signing off on the handful of actions a platform flags as dangerous.

What Cofounder does well

Cofounder lets you run an entire company with AI, with agentic departments modeled as a real company: managers, shared context, and specialist agents across Engineering, Sales, Marketing, Design, Finance, Operations, Support, and Legal. It can design, build, and deploy your product, monitor infrastructure and auto-fix issues, run email outbound and content, handle paid and organic marketing, and even register a domain or incorporate an LLC. It keeps a human in the loop by requiring approval when potentially dangerous actions are taken, like incorporation or opening a bank account, and it supports MCP, custom APIs, and bringing your own codebase. If you want department structure with a safety net on the riskiest moves, that is a real, working model.

How you stay in control

Cofounder's human-in-the-loop is a narrow allow-list: agents act on their own, and you approve only a few flagged actions like incorporation or opening a bank account. Task Machine puts you on the work itself, not just the dangerous edges of it.

Your workflows are explicit graphs of steps with branch conditions, human-question nodes, approval nodes, and verifier nodes, and you review everything that needs your judgment from one inbox. Through the three-surface workflow, chat to direct, inbox to approve, tasks to dig in, you see and steer where the work is rather than rubber-stamping a short list of flagged moves. The tradeoff is honest: if you only want to be pulled in on incorporation or a bank account, Cofounder's allow-list is the lighter touch. If you want to stay in control of what each run actually does, Task Machine is built for that.

What you get with Task Machine

The three-surface workflow. Chat to set strategy and fan work out, an inbox to approve and review anything that needs your judgment, and tasks for the detailed back-and-forth on a specific piece of work. You direct, approve, and dig in across three connected surfaces, not by waiting for the platform to flag a dangerous action.

Deterministic workflows, with verifiers. Workflows are explicit graphs of steps with branch conditions, human-question nodes, approval nodes, and verifier nodes, with inspectable step-level logs, rather than agents acting unsupervised between flagged moments. You decide where a person or a check has to sign off before work continues, and you can see exactly what each step did.

Your accounts and workers, not the platform's. Cofounder hosts everything and cannot bring your own model key, Claude Code, or Codex subscription. Task Machine connects to accounts and tools you already own, lets you bring your own workers, takes no cut of your revenue, and never custodies your Stripe, domain, or infrastructure.

Built for client work. Task Machine is built for the agency case: running outcome work for clients with playbooks and approvals, which Cofounder's company-shaped departments do not set out to serve.

When each fits

Choose Cofounder if you want agentic departments that mostly run themselves, you are comfortable with the platform hosting everything, and approving only the few flagged actions is the level of involvement you want.

Choose Task Machine if you want to steer recurring work through deterministic, verifiable workflows reviewed from one inbox, connected to accounts and workers you own, where approvals and verifiers keep you in control of every run rather than a short allow-list.

Common questions

Does Task Machine require approval only for dangerous actions like Cofounder? No. You decide where approvals, questions, and verifier checks sit in each workflow, so you can gate any step that needs your judgment, not just a fixed allow-list of flagged moves.

Can I bring my own model keys or workers? Yes. Task Machine connects to accounts and tools you already own and lets you bring your own workers, whereas Cofounder hosts everything and does not accept your own model key, Claude Code, or Codex subscription.

Does Task Machine take a cut of my revenue or hold my accounts? No. You keep 100% of your revenue, Task Machine takes no cut, and it never custodies your Stripe, domain, or infrastructure.