Enterprise Pilot Review
60 minutes with a BaileyFinch principal engineer. A written architectural review covering workflow selection, framework decision, and the path from pilot to production. Delivered within 5 business days. No charge.
Request pilot review
We review every request within 24 hours. Handled by a principal engineer, not a sales queue.
What we cover
01
Which workflow inside your org is the right first agent. Most teams pick the wrong one. The cheapest correction is the conversation that happens before the build starts.
02
Graph topology, state transitions, the decisions the engineer makes versus the decisions the model is allowed to invent at runtime.
03
Checkpoints, persistence, schema validators, allow-lists, budget thresholds, kill switches. The deterministic safety net inside the graph instead of operators in the loop on every step.
04
LangGraph, LangChain, raw SDKs, or no framework. We tell you where the abstraction earns its place and where it is costing more than it saves on your specific build.
05
Pilot to prod, monitoring, observability, rollback. The distance between the demo that impresses the steering committee and the system that runs every day without on-call panic.
06
What the pilot has to demonstrate to earn the next round of investment. The metric you can defend to a CFO who has heard a lot of AI promises.
Who this is for
You have budget for one pilot this fiscal year. You want a clear-eyed read on which workflow, which framework, and which architectural posture earns you the second round of investment.
There is code, there is a demo, there is no production path. You need to know whether to invest in fixing it, restart with a cleaner architecture, or kill it and reinvest the budget somewhere else.
Financial services, healthcare, supply chain. You need an agent architecture that passes internal security and risk review on the first pass. Audit trail, gates, and observability are non-negotiable.
Why BaileyFinch
BaileyFinch is an AI strategy and engineering firm. Our principal engineers ship agent systems into regulated enterprise: financial services, healthcare, supply chain. The audit reflects the discipline we apply on paid engagements: graph-first design, deterministic gates inside the graph, observability before autonomy, models treated as interchangeable nodes inside a durable architecture.
We build on LangGraph for control flow and LangChain for components. We drop to raw SDKs (Anthropic, OpenAI, Bedrock, Vertex) when the abstraction costs more than it saves. We will tell you when an agent is the wrong tool and when a deterministic pipeline would serve you better. The audit is the same conversation we run on day one of a paid engagement.
Questions
Nothing. The 60-minute session and the written architectural summary are at no charge.
Yes, when there is a clear scope fit. We do not scope a pilot we have not architected. The audit is the prerequisite. If there is no fit, we say so directly.
Fixed scope, fixed price, 4 to 8 weeks depending on workflow complexity. Defined success metric, written architectural artifacts, and a clear handoff to your team at the end. The scoping happens after the audit when the architecture is settled.
Yes. We will sign yours or use our standard mutual NDA. Send it with the request and we will return it executed.
Almost certainly. We engineer on LangGraph, LangChain, and raw SDKs across Anthropic, OpenAI, Bedrock, and Vertex. We integrate with whatever data, identity, and observability layer you already run.
No. The written deliverable stands on its own and is yours to use. There is no automated follow-up sequence.
One form. One conversation. One written summary. No follow-up sequence.