Your stack is one audit from a $200K refactor.
We run the architecture audit. Merge the fixes. Never bill hours. Three production lanes on retainer: Audit Retainer ($999–$24,999/mo) keeps your stack diff'd monthly with engineering follow-through. GEO ($1,999/mo) polls 4 AI engines daily and ships schema PRs your team merges. Cluster Ops ($3,999/mo) runs your on-prem MLX inference at 5-15× cheaper than the frontier APIs. All fixed-fee, all sovereign by default.
$50K savings in your first audit — or full refund. 14-day money-back · cancel any time · Secured by Stripe
Three lanes. Pick the pain.
Each fixed-fee, monthly, cancel any time. Engineering work merged as PRs against your repos — not slides delivered to a steering committee.
Stop architecture from rotting between releases.
The pain: you can't afford a $200K refactor in 18 months and you can't afford to keep ignoring the audit findings either.
What lands: monthly audit · diff against last sound state · findings as scoped tickets · 1–unlimited engineering tickets shipped/month depending on tier. $50K savings in month one or refund.
Be visible in ChatGPT, Perplexity, and Gemini.
The pain: your highest-intent buyer queries are answered by ChatGPT and your competitors are cited — not you.
What lands: daily citation polling across 4 engines · drift alerts within 60s · monthly schema PR packs your engineers actually merge · first citation lift inside 30 days.
Run your AI inference on-prem for 5-15× less.
The pain: $5K-50K/mo on frontier APIs for workloads a Mac Mini cluster could handle at a fraction of the cost.
What lands: MLX cluster operations · sub-100ms p95 · automated eviction · log shipping · hardened deploys · monthly cost-per-token report. Your hardware, our pager.
Free Tools & Assessments
11 interactive tools — zero commitment. Diagnose, calculate, and explore.
Assessments
AI Readiness
Score your org's AI maturity across 5 dimensions.
Power BI Readiness
Evaluate your BI environment for enterprise deployment.
Architecture Audit
Score your tech stack across 6 categories.
Tech Stack Analyzer
Map your technology stack and find optimization gaps.
DevOps Maturity
Benchmark CI/CD, automation, and deployment practices.
Cloud Migration Assessment
Will the move actually save you money? Total-cost model + risk-weighted timeline.
Calculators
Latest Insights
Research-backed analysis from the field — not recycled whitepapers.
The Real Cost of Technical Debt
Why your CTO's "we'll fix it later" is costing millions — and how to quantify it for the board.
AI STRATEGYAI Agents: Separating Hype from Reality
What enterprise AI agents actually deliver today vs. vendor promises.
ERPWhy 70% of D365 Implementations Fail
The patterns behind failed ERP rollouts — and how to avoid them.
Why this, not Big-4 or in-house.
Same engineer who finds the bug writes the fix. Fixed-fee. Monthly. Refund if we miss our number.
vs. Big-4 / system integrators
They send analysts who never compiled production code; you get a 90-page deck and a $400K bill. We send engineers who merge the fix in your repo, with a $50K savings floor or refund.
vs. In-house headcount
A senior platform engineer is $250K+/yr, fully-loaded $350K, takes 4 months to hire, and still needs PTO. Audit Retainer at $999–$24,999/mo is 1/15th the cost with no ramp time and no manager wall.
vs. Hourly contractors
Hourly contracts incentivize slow work. Our retainer is fixed-fee — we're paid to finish, not to bill. Cancel any time. You own the code, the PRs, and the architecture diff history forever.
Start with the lowest-friction tier.
Audit Lite — $999/mo. Quarterly audit + monthly drift. Read-only. Upgrade-to-Pro credit in month 3. Cancel any time.