Everything required to run AI in production.
Six services that take agentic AI from first assessment to live operation — strategy, engineering, data, assurance, unit economics, and the operations that keep it running. One senior team delivers them, and answers for the result.
Six services across the AI lifecycle.
Each can be engaged on its own. Together they cover the full path to production — and Managed AI Operations is the recurring engagement the others lead to.
AI Strategy
A board-ready plan for where AI earns its return — the highest-value use cases, their cost and risk, and a roadmap with no house product behind it that leadership can fund.
Explore →Agentic AI Engineering
Production multi-agent systems — secure, observable, integrated with your stack, and transferred to you to own.
Explore →Managed AI Operations
We operate your AI in production against defined performance and cost targets — monitored, governed, and improved as a managed service.
Explore →AI Assurance & Governance
The controls, evaluation, and audit-ready evidence that make AI defensible to a board, an auditor, or a regulator.
Explore →Data Foundations
A governed, production-fit data estate — the pipelines, access controls, and data quality that agentic AI depends on.
Explore →AI Unit Economics
Cost-to-serve, token economics, and margin discipline — so AI scales as an asset, not a liability.
Explore →How you start.
Every engagement opens with a fixed-fee Charter. What follows is priced for production, not pilots — build, operate, or both.
Charter
A fixed-fee diagnostic, three to ten days. It turns an AI ambition into a costed, governed plan, scoped to where the value and the risk actually are.
Build
A fixed-fee engagement to design and ship the agentic systems and the data beneath them — built to production standard from the first line of code.
Operate
A managed service that runs the systems against defined performance and cost targets — billed as a subscription, with governance and assurance held continuously.
Questions, answered.
What services does BeanSprout AI provide?
Six services spanning the lifecycle of agentic AI operations: AI Strategy, Agentic AI Engineering, Data Foundations, AI Assurance & Governance, Managed AI Operations, and AI Unit Economics.
What is agentic AI operations?
Agentic AI operations is the practice of running AI agents in production as a managed service — advising, building, operating, and assuring AI against defined performance and cost targets, so it delivers measurable business outcomes, not just demos.
Where is BeanSprout AI located?
BeanSprout AI is headquartered in Atlanta, Georgia, with offices in San Francisco and Honolulu, and serves private equity sponsors and mid-market companies across the United States.
Begin with a Charter.
A fixed-fee diagnostic that turns an AI ambition into a plan leadership can fund — what to build, what to run, and in what order.