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

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.

Draft preview directory. These pages are not live in the main store yet. Each sprint requires manual Owner approval before any payment, scheduling, or contract action.
AI Agent Failure Forensics Sprint
Agent Failure Forensics Monitor
$750-$1,500 48+ turnaround
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.+ turnaround
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+ turnaround
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+ turnaround
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+ turnaround
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+ turnaround
A requirement-by-requirement compliance matrix, exception list, owner/action map, and final review checklist.