The other three pillars are how BfxOS builds, decides, and connects. This one is why any of that is defensible to a CFO, an auditor, or a board — cost, governance, and outcome, tracked by the same system that ran the work, not assembled after the fact.
Every Pipeline, every Crew, every agent run rolls up into one place — cost, time saved, and outcome, by team, by workflow, by month. Not a spreadsheet someone assembles the week before a board meeting. A live number, backed by the same runs that produced it.
See spend by team, by model, by workflow — not one opaque monthly invoice. When a workflow's cost creeps up, you'll know which one, and why, before finance has to ask.
| Team | Model | Cost |
|---|---|---|
| Claims Ops | Claude | $1,240 |
| Support | GPT-4o | $860 |
| Finance | Local / OSS | $110 |
Role-based access, org-level policy, and a governance dashboard that answers what a security review actually asks — before it's asked. Every access grant, every approval, every policy change is itself logged.
Agents reference a secret; they never see the raw value. Grants are scoped to exactly what's needed, time-boxed, and revocable — access ends the moment the need does.
When a workflow fails at 2am, you don't want a token count — you want the step that failed, the input it got, and why. Every run is traced end to end, not logged as a single pass/fail.
A prompt change is a versioned change, not an untracked edit in someone's notes. Evaluate before you ship, roll back if it regresses — the same discipline your codebase already has, applied to what your agents actually say and do.
Tokenmaxxing is dead. This pillar is where valuemaxxing actually lives.Read the manifesto →
Bring a real workflow. Leave with a number your CFO will believe.