AI Delivery Assurance Sprint
Prove one AI initiative before it matters.
One initiative made observable, reproducible, and governed in four weeks: evals, provenance, cost telemetry, decision logs, and human review ready for launch.
Book the sprintYour agents move faster than your controls can see.
The pilot did what it was supposed to do. Then the real questions started.
- Who approved this version?
approval.actor - Which prompt changed, and when?
provenance.diff - Why did the output move?
eval.delta - What did the run cost?
cost.total - Who owns the exception?
escalation.owner - What evidence survives the demo?
evidence.hash
Field names are illustrative. The point is that each question has one.
Most agentic programs do not stall because the model was useless. They stall because nobody built the operating layer around it.
The answer is not another dashboard. It is runtime authority infrastructure.
Authority precedes autonomy.
An AI system should not run faster than the organization can see, approve, interrupt, and explain it. Good brakes are what make going fast trustworthy.
- Governed
- Authority exists before an agent acts.
- Provable
- Work carries its route, its evidence, and its trace.
- Compounding
- Settled work becomes capability you can reuse.
The roads AI work travels on.
Each product does one job. Adopt one or run them together. None of them makes a model, a harness, or a vendor the center of your system.
- Meaning
.seaDomainForge
One explicit source of domain meaning, so every service, agent, and policy stops inventing its own.
Apache 2.0 - Application
CognateCognate Workbench
Cognate turns a represented domain into software people and agents can use. Workbench is the coding agent harness built on it: bring your own models, then inspect the route, the evidence, and the trace.
Open source - Authority
SEA-Forge
Puts authority between an agent and the system it wants to change. Every proposed action gets allow, deny, or escalate before it runs.
Source-available - Proof
GauntletSWE_SEEDRealityTrace
Gauntlet lets agents do difficult work without redefining what counts as success. SWE_SEED makes software work show its proof before completion is accepted. RealityTrace compares what was expected with what happened.
- Capability
GodSpeed-Agent
Uses the history of settled work to decide what becomes easier, safer, or newly possible next time.
We keep architecture, released behavior, and roadmap separate. Each repository's code, tests, and license decide what we claim.
Runtime authority infrastructure.
SEA-Forge puts authority between an agent and the system it wants to change.
It evaluates each proposed action against declared meaning and policy before the action runs, returns allow, deny, or escalate, and keeps the evidence. Quiet during normal work. Obvious during audit.
actor + operation + resource + context
→ allow / deny / escalate
→ evidence recordProposed actionillustrative
- actor
- DataAnalystAgent_04
- operation
- execute_query
- resource
- prod_db.customers
- context
- pii_access_required
Decided before it runs
- decision
- escalate
- reason
- needs human approval
- route
- human_in_the_loop_approval
Kept as evidence
- evidence
- sha256:8f4c…
Three illustrative decisions. The policy is yours to declare.
Engineered with you.
- Delivery Engineering
- We engineer the workflow infrastructure, evidence paths, and governance interfaces that make execution reliable by design, not by heroic coordination.
- AI Delivery Engineering
- We connect AI workstreams to evals, cost telemetry, provenance, and decision evidence, so teams know what changed, what it cost, and whether it can be trusted.
Three ways to start. Fixed scope, evidence backed.
SEA-Forge Runtime Governance Pilot
Govern one live agent workflow end to end.
One agentic workflow governed with runtime authority checks, escalation paths, audit trails, and evidence capture. The policy is enforced, not just documented.
Scope the pilotDelivery Substrate Diagnostic
Map the systems your program runs on.
We trace the hidden workarounds, governance gaps, evidence breaks, and handoff failures your status reports do not show, then deliver a prioritized rebuild plan.
Book the diagnosticCustomers are not trapped. They are equipped.
DomainForge, Cognate, and Cognate Workbench are open source. SEA-Forge is source-available under its Sustainable Use License. The license in each repository governs that repository.
You do not have to understand the whole architecture to contribute. Start with the part you know.
GodSpeed AI on GitHub- Improve what exists
- Bug fixes, documentation, tests, performance, accessibility. A clear fix needs a pull request, not a design document.
- Extend the ecosystem
- Adapters, domain models, reusable workflows, agent skills, projections, and reference applications.
- Evolve the foundations
- Semantic primitives, shared contracts, protocols, and authorization boundaries. These start with a proposal.
- Bring domain knowledge
- Business processes, regulatory scenarios, and failure cases from real deployments. No code required.
This page kept an evidence record of your visit.
Every row is something you did here, hashed and chained to the row before it. The record lives in this tab's memory and was never sent anywhere. Governed work should leave a trail like this by default.
| No. | Time (UTC) | Operation | Resource | Decision | SHA-256 |
|---|
Start with one initiative, one workflow, or one agent.
Pick the one that hurts most. Thirty minutes is enough to scope it.