The AI delivery operating system
Describe the outcome.
TaskForce runs the delivery.
TaskForce turns an outcome into the spec, the plan and the prompt your coding agent runs — a human approves every step, and the reasons are remembered.
Acceptance criteria
- A customer can export invoices for a chosen period
- The export is a single PDF or a CSV, picked at export time
- Exports over 500 invoices are generated in the background and emailed
Implement invoice export for a chosen period — PDF or CSV at export time; over 500 rows run in the background…
Paste into Claude Code, Cursor or your agent
Teams don’t lose time building. They lose it transferring context.
Most software delivery moves the same way: an intention is passed from hand to hand until something ships. At each handoff the reason behind a decision gets thinner — and the reason is the part nobody writes down.
- Someone writes a spec.
- Someone re-explains it at kickoff.
- Someone opens tickets that drop the why.
- Someone explains the architecture, again.
- Someone re-briefs the agent from scratch.
- Someone reviews it without the original context.
- Someone ships it and hopes it matched the intent.
The work isn’t the problem. The transfer is.
TaskForce keeps the context in one governed run — written down once, carried from outcome to ship.
From idea to shipped
Same outcome. Fewer places for context to disappear.
The building is the same. What changes is how many times the context has to survive a handoff.
Why it's different
A delivery system, not an assistant
Most AI tools optimize execution. TaskForce optimizes the system that decides what gets executed — one platform where planning, memory, the governed run and the audit trail already know about each other, instead of four tools you wire together.
Agents without context become assistants.
Context without execution becomes documentation.
TaskForce connects both.
- Frame the outcome & DoD
- Draft spec + acceptance criteria
- Hand to a human to approve
Plan
· Agent runtimeAgents draft each checkpoint — the vision, the spec, the architecture.
Remember
· TaskForce MemoryLinks every decision, constraint and trade-off — with the reason attached.
Running · Spec
Execute
· Workflow engineThe governed run: checkpoints, approvals and assignment.
- Spec · Payments APIInès2m
- External action · Slack · post updateLéowritejust now
- Assignment · Claude CodeMaya5m
- Spec · Auth flowInès12m
Verify
· Audit systemEvery decision, approval and model call, recorded.
Git remembers what changed. TaskForce remembers why.
Not a search box over your docs — a map of why. TaskForce Memory links the decisions, constraints and trade-offs behind the system, and how they connect. Every run reads why the system is the way it is, and writes its own decisions back. Retrieval hands you passages; this hands you the reasoning.
Inside TaskForce MemoryThe payoff is daily: fewer meetings, fewer half-written tickets, less context re-explained — and agents that already understand your system.
What ships today
Not a someday demo. This part is already live.
The full governed run is the direction. But the core act works today — grounded in your memory, on the models you choose.
Turn an issue into a spec — and a prompt
Point TaskForce at an issue. It drafts the product spec, a ready-to-run prompt for your coding agent and the breakdown — checked against your past decisions. You approve; the decision is saved to Memory.
- As a buyer, I can pay with a saved card
- AC: idempotent on double-submit
- Prompt: add idempotency keys
Ask your project what to do next
The decision board reads your real project — what's open, what's late, what's due this week — and proposes your next three priorities, with the reasoning. One click turns a priority into an issue.
Hosted in the cloud, or self-hosted on local models — zero model cost.
The run
Watch one outcome become a shipped change
A delivery is a sequence of decisions, not a single prompt. TaskForce makes each one explicit: an agent drafts it, a human signs it off, and the run moves on.
Illustrative — each step is an agent draft a human approves; the seven real checkpoints are detailed below.
Every step is attributable
Each checkpoint names what produced it and the model it ran on.
Nothing advances without you
Each checkpoint waits for a human — which is exactly what lets you hand agents more, not less.
Rejections carry your comment
Send a step back with a note and it comes into the next attempt.
Drafting a spec and the breakdown ship today; the full seven-checkpoint run is Planned.
Full audit trail
Who approved what, and when.
Self-hosted
Your infrastructure, your network.
Any coding agent
Claude Code, Cursor, or your own.
A model per step
Routine local, hard steps stronger.
Seven checkpoints. Seven artifacts. One accountable chain.
Not a black box that returns a pull request — a sequence of artifacts, each one attributable, each one refusable.
| Checkpoint | Produced by | What lands in your workspace | What you decide |
|---|---|---|---|
| 01 Vision Planned | CPO agent | One page: the problem, who has it, what « done » looks like. | Approve the framing, or reframe it before anything is built on top. |
| 02 Product spec Planned | CPO agent | Stories with acceptance criteria, and the edge cases nobody asked about. | Approve, or send it back with what is missing. |
| 03 Architecture Planned | CTO agent | The proposed approach — and the option that was rejected, with the reason. | Approve the trade-off. This is the decision that is expensive to reverse later. |
| 04 API contract Planned | CTO agent | Endpoints, payloads and error cases, written against your existing conventions. | Approve or amend. Downstream steps are generated from what you sign here. |
| 05 Breakdown Live | COO agent | Issues, sized and ordered, each linked back to the line of spec it came from. | Approve — then Smart Assign routes each issue to a person. |
| 06 Implementation Live | Your coding agent | A branch. TaskForce hands over the context and stays out of the way. | Your normal code review. We do not replace it. |
| 07 QA & deploy Beta | COO agent | A checklist derived from the acceptance criteria you approved in step two. | Sign off. The whole chain is in the audit trail. |
Adaptive by design
A bug fix doesn't need a strategy phase; a migration doesn't take the same path as a feature launch. The run adapts to the decision being made — it just never skips the approval.
TaskForce Memory
powered by Brain OSYour organization has memory. Your AI should too.
Every architectural decision, constraint and convention becomes reusable intelligence — so a senior stops re-explaining the system for two hours, and the next run (or the next hire) never starts from a blank page.
Built to survive a security review
AI in the delivery path raises exactly the questions you would expect. We would rather answer them on a page than in a questionnaire.
Every run is attributable
Each checkpoint records what produced it and who approved it.
Every approval is recorded
Who signed off, when, and exactly what they were signing off on.
Every model call is logged
Which model ran which step, on whose infrastructure.
Your real audit view drops in here — every approval, rejection and model call, attributable.
Security & data
- Self-hosting, your network
- Encryption in transit & at rest
- Secrets out of the codebase
- No training on your data
Access & controls
- SSO / SAML via Keycloak
- Roles & permissions
- A human sign-off at each checkpoint
- Per-project access
Monitoring & oversight
- Full audit trail
- Who approved what, and when
- Which model ran where
- Delivery analytics
Built for SOC 2 readiness, GDPR-ready by architecture, with a security roadmap you can read on the trust center.
Built for engineering teams first
TaskForce is engineering-first, and we don’t hide it. But a governed run with a sign-off at each step isn’t specific to code — it expands to every team that ships reviewed work.
Ship a feature
Spec, break down, hand code to an agent, review the PR.
Triage the backlog
Issues sized and routed to the right dev — or an agent.
Reproduce a bug
A clean repro and a failing test before anyone opens the file.
Start with one workflow, not a migration. TaskForce is the missing layer between your tracker and your coding agent — it sits on top of the board, repo and review you already use.
Book a demoSoftware teams won’t hand-write specs forever
TaskForce runs software delivery today — that’s the wedge, not the ceiling. The memory that keeps one run’s context is the same intelligence an organization loses everywhere else: in meetings, in chat, in people’s heads. The destination is to make it the active layer every team decides on top of. The roadmap is public — hold us to it rather than trust a pitch.
- 01
Less drafting, more deciding
Every checkpoint that gets reliable is one you stop writing yourself. The direction is not fewer humans — it is humans spending their time on the decisions instead of the paperwork around them.
- 02
An intelligence layer for the organization
The decisions, constraints and trade-offs one run records don’t belong to engineering alone. The same graph that tells an agent why the system is the way it is can tell any team why the organization is — a live model to decide on top of, not a wiki to search.
- 03
Still your infrastructure
Self-hosting is a first-class deployment — it comes with Enterprise, and where your models run stays your decision.
Start with one run
Describe an outcome you were going to spec by hand this week. See what comes back, then decide whether it belongs in your process.
No credit card. Free forever to start.