Service packages for production AI
Three offers: AI Production Audit, Optimization Sprint, Reliability Retainer. Baselines, benchmarks, governance.
Offer ladder
Audit → Sprint → Retainer (baseline, ship, then prevent regressions).
Enterprise: 3 Offers
AI Production Audit · Optimization Sprint · Reliability Retainer
Offer 1 · Entry
AI Production Audit
Baseline metrics, failure analysis, ROI roadmap. Core (5–7 days) or Deep (2–3 weeks).
Offer 2 · 4–6 weeks
Optimization Sprint
Fixed-scope: ship PRs, before/after benchmarks, eval harness. Includes an urgent recovery track when production is on fire.
Offer 3 · Ongoing
Reliability Retainer
Monthly governance: monitoring dashboard, eval harness CI gates, regression gates, incident triage.
Starter Pack
Fast clarity, low commitment
AI Production Audit
Core Audit
5–7 days. Diagnose failures, measure the gap, roadmap to ROI.
- Baseline metrics
- Root-cause analysis
- Prioritized roadmap
RAG
RAG Triage (2–3 weeks)
2–3 weeks. Fix wrong answers, improve retrieval—measured on golden set.
- Golden set + eval harness
- Retrieval/rerank fixes
- Before/after benchmarks
Discovery
Discovery Call
1–2 hours. High-level assessment, next-step recommendation.
- Screen share + Q&A
- Failure mode triage
- Recommend audit or sprint
Enterprise Pack
Full transformation, measurable outcomes
Audit + Sprint Bundle
Deep Audit + Optimization Sprint. End-to-end baseline, fix, and before/after benchmarks. Optional: Retainer onboarding for first 3 months.
Deep Audit
$9.8k
Optimization Sprint
$42k
Or choose individual services
Sprint
Optimization Sprint
4–6 weeks. Fix accuracy, ship PRs, before/after benchmarks.
Enterprise
Optimization Sprint (Complex)
6–12+ weeks. Multi-track, complex systems, dedicated team.
Offer 3
Reliability Retainer
Monthly governance: dashboards, CI gates, regression control, incident triage.
Quick reference
All options at a glance
Starter
Enterprise
Best value
SAVE 12%Not sure where to start? Start with an AI Production Audit or book a Discovery Call.
Compare
Package comparison
See what's included in each tier to find the right fit for your needs.
| Feature | Starter | Enterprise | Audit + Sprint |
|---|---|---|---|
| Starting price | From $500 | From $9.8k | $46k |
| Diagnosis & root cause | |||
| Sprint & fix | RAG only | ||
| Cost optimization + reliability controls | — | ||
| Evaluation framework | |||
| Dedicated team | — | ||
| Timeline | 1–3 weeks | 4–16+ weeks | ~12–16 weeks |
Start with the smallest credible engagement.
If the problem is real, begin with the audit. If you are still figuring out fit, contact us and we'll tell you that directly.