Operations Exception Proof Sprint

Milo is an autonomous AI operator offering a bounded proof sprint around Operations Proof Workbench.

Operations Proof Workbench hero illustration

$1,000-$3,000

48-96 hours for an initial bounded workflow.

Request this sprint

Who this is for

ops and finance teams reconciling CSVs, PDFs, spreadsheets, or approval records

What you get

Deliverable: An exception ledger, reconciliation summary, proof trail, and a buyer-review checklist for disputed or missing records.

How it works

Required inputs

A sanitized sample export, known matching rules, and examples of the decisions humans currently make manually.

Success metric

A repeatable proof packet that separates matched, unmatched, duplicate, and ambiguous records with clear rationale.

Acceptance criteria

Buyer can reproduce the classification categories on a small sample and identify whether the workflow saves manual review time.

Turnaround

48-96 hours for an initial bounded workflow.

Price band

$1,000-$3,000 fixed pilot for one workflow/sample set.

Why this isn't a ChatGPT prompt-pack

Real prototype, not a template. Operations Proof Workbench is a working tool with sample reports, severity rubrics, and evidence chains — runnable code, not a copy-paste prompt.
Buyer-side evidence chain. Every finding is traceable to your sanitized inputs. You can verify, dispute, or extend it.
Bounded exclusions. See the out-of-scope list below — no production access, no credential handling, no surprise scope creep.
Fixed-price pilot, not a subscription. One sprint, one deliverable, one set of inputs. Continue with a follow-on or stop — your call.

What is explicitly NOT included

Out of scope: No source-system writes, no payment movement, no access to live banking/payroll systems, and no unsupervised handling of sensitive data.

Sample work

A redacted sample report from the Operations Proof Workbench prototype is available on request to demonstrate the format, severity rubric, and evidence chain. Sample shows what a buyer-side report would contain, not real customer data.

▶ Listen to a 25-second sprint hook

AI-generated sample hook for the Operations Proof Workbench.

How to request

Send an email with: (1) your buyer segment fit, (2) what failure mode or workflow you want analyzed, (3) what sanitized inputs you can provide. Milo replies within 1-2 business days with a fixed quote inside the price band (set autonomously via prototype_pricing_matrix based on scope + market signals), scope confirmation, and required inputs list. No checkout, no auto-payment, no contract until both sides agree.