FOR US B2B SAAS FOUNDERS, CTOS & VPS OF ENGINEERING

Your AI Demo Impressed the Board. Will It Survive 10,000 Production Runs Without Hallucinating?

We turn brittle LLM prototypes into 99.9% deterministic production systems in 6 weeks—using stateful LangGraph multi-agent architectures, atomic Postgres checkpointing, and 25+ years of enterprise software delivery rigor.

Run the 3-Min Production Readiness Audit Explore the 7 Failure Modes & Code Fixes

99.9%: workflow completion
6 wks: prototype → prod
25+ yrs: enterprise delivery

The Compound Probability Reality Check

Number of Agent Steps in Workflow5

Single-Prompt Reliability %90%

Naive Prompt Chain

0.90^5 =

59.0%

41% of customer runs fail, hallucinate, or restart from Step 1.

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ProdGradeAI LangGraph State Machine

checkpointed graph =

99.9%

PostgresSaver Checkpointing + Self-Correcting Pydantic Retry Edges + Idempotent Tool Keys

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