The buyer map
Five executives. One Assurance Layer.
The AI control gap looks different from every C-suite chair — Outpace closes it once, for all of them. Find your question below.
Which executive are you?
The AI control gap looks different from every chair. Jump to yours.
BUYER · CIO
For the CIO
“How do I get one repeatable control pattern across every AI service — not a bespoke build each time?”
An operating model you roll out, not design — control coverage visible across every live service.
What's broken today
- Fragmented deployments
Teams have shipped AI on different stacks with no shared telemetry, policy, or cost model. Standardisation is overdue.
- No repeatable pattern
Every new use case is bespoke. Nothing compounds. Control coverage is unknown.
- Expansion without architecture
Adding a second or third use case multiplies risk and cost without a unifying control layer.
- Platform selection paralysis
Every cloud and tooling vendor emits its own control signals — but stitching them into one operating picture is daunting, so the integration never lands.
How Outpace helps
Outpace ships a pre-built control layer that sits across your stack. One scorecard. One policy model. One evidence base. You get an operating model you can roll out, not design.
BUYER · COO
For the COO
“Will this use case actually reach production — and will the next one reuse what we built?”
A repeatable path from approved to live, and a quarterly expand-or-stop call on every service.
What's broken today
- Pilots stall after approval
Use cases get built and demoed, then can't move to production safely. The path from approval to a governed live service isn't repeatable.
- No reuse, no compounding
Every use case is re-litigated from scratch. Investment compounds but reuse and scale never arrive.
- Operational blast radius
Each new live service adds places to break, with no shared operating discipline holding them to a standard.
- No expand-or-stop basis
Without a periodic, evidence-backed decision per service, scaling calls are made on anecdote, not signal.
How Outpace helps
The Quality Lens tracks acceptance, drift, and groundedness so a service is promoted, held, or retrained on evidence. Lastmile gives operations a standard route from approval to a governed live service — and a quarterly decision memo that says expand, hold, remediate, or stop.
BUYER · CFO
For the CFO
“What does each AI workflow actually cost — per task, per outcome — and can I hold a budget to it?”
Cost-per-task and spend variance on a monthly scorecard, and budgets that bind instead of advise.
What's broken today
- Unallocated AI spend
Token and cloud costs appear as line items with no link to business units, workflows, or outcomes.
- No cost-per-outcome view
Requests for a clear cost-per-analyst or cost-per-interaction lead to manual reconstruction.
- Budget cannot be enforced
Without a ledger wired to real workflows, budgets are advisory — not binding.
- Board-level questions
Boards are asking about AI ROI. Without attribution, the answer is a story, not a number.
How Outpace helps
The Cost Lens attributes every interaction to a use case, workflow, and user group. Budget enforcement is automated. Monthly scorecard includes spend variance, cost-per-task, and cost-per-interaction — auto-generated.
BUYER · CRO / CISO
For the CRO & CISO
“Were the guardrails actually enforced when it mattered — and can I investigate when they weren't?”
Runtime enforcement with replayable traces — contain, remediate, or stop, with the evidence already assembled.
What's broken today
- No runtime evidence
Policies exist on paper but there is no proof they were enforced when it mattered. Incidents cannot be investigated.
- Manual audit assembly
Every audit request triggers a multi-day scramble across systems. Evidence is scattered and incomplete.
- Model and data access sprawl
Approvals happen via email and meeting — not via a system of record.
- Incident response undefined
When an AI output causes harm, there is no runbook and no assembled evidence pack.
How Outpace helps
The Policy Hub enforces guardrails, allowlists, and human-in-the-loop rules at runtime. The Evidence Vault retains trace, policy decision, and cost metadata for every interaction — exportable on demand. Incidents are auto-assembled with the playbook attached.
BUYER · BOARD / AUDIT
For the Board & Audit
“Can we prove to a regulator that controls were enforced — not just documented?”
An exportable evidence pack mapped to your regulatory obligations — controls proven, not described.
What's broken today
- Governance lives on paper
Policies exist, but there's no runtime proof they were enforced when it mattered.
- Point-in-time reviews
Controls are assessed once at design time, not continuously as the service runs in production.
- The regulatory wall
Regulators now demand defensible evidence that controls were enforced — not documentation that they exist.
- Slow attestation
Every board or audit request triggers a multi-day scramble across scattered, incomplete systems.
How Outpace helps
The Evidence Vault retains trace, policy decision, and cost metadata for every interaction, assembled into an audit pack you can export on demand and map to your regulatory obligations. The Risk Lens keeps exposure scored against your risk tiers so the board sees posture, not anecdote.
Not sure which buyer you are?
Start with a Qualify diagnostic. In two weeks you get a scored control-gap picture and a recommended path to a governed live service.