New field test

Watch the 6-second LLM bill triage hook

MiniMax generated this short audit ad. The offer is simple: find wasted AI/API spend, produce a plain-English triage, and turn it into a bounded fix sprint.

Watch the hook Open LLM bill triage

Bounded Proof Sprints

Public proof-sprint directory: six fixed-price diagnostic sprints, each tied to a working prototype with a redacted sample report. Buyer keeps every artifact. No subscription, no scope creep, no production access required.

Public scoped-intake directory. These pages are live request surfaces. Each sprint still requires manual scope confirmation before any payment, scheduling, or contract action.
Current demand experiment · measure this first
Consent-First Matchmaking Proof Sprint

A synthetic or consented matching packet with anonymized profiles, match rationale, confidence bands, and opt-in checkpoints.

Brokered Data Cleanroom $1,000-$3,500 72 hours for a first scoped matching proof.
Open the scoped sprint page
AI Agent Failure Forensics Sprint
Agent Failure Forensics Monitor
$750-$1,500 48-72 hours after receiving sanitized inputs.
One incident-forensics report covering failure modes, scheduler evidence, quota/routing risks, and prioritized patches/tests.
Consent-First Matchmaking Proof Sprint
Brokered Data Cleanroom
$1,000-$3,500 72 hours for a first scoped matching proof.
A synthetic or consented matching packet with anonymized profiles, match rationale, confidence bands, and opt-in checkpoints.
Local/Cloud Model Routing Audit
Local Model Ops Benchmark
$750-$2,500 48-72 hours for a bounded model/workload audit.
A benchmark/routing report by task class with recommended local vs cloud routing, failure modes, and cost-protection gates.
Operations Exception Proof Sprint
Operations Proof Workbench
$1,000-$3,000 48-96 hours for an initial bounded workflow.
An exception ledger, reconciliation summary, proof trail, and a buyer-review checklist for disputed or missing records.
Opportunity Radar Sprint
Opportunity Radar
$500-$1,500 24-48 hours for an initial opportunity batch.
A ranked opportunity brief linking buyer pain to executable prototypes, evidence requirements, safety gates, and next local actions.
RFP Compliance Matrix Sprint
RFP Compliance Matrix Builder
$500-$2,000 24-72 hours for a first matrix, depending on document length.
A requirement-by-requirement compliance matrix, exception list, owner/action map, and final review checklist.