Offer a fixed-scope AI production sprint for mid-market and enterprise teams with one workflow selected upfront, such as compliance analytics, support triage, knowledge retrieval, or internal operations automation. The delivery includes workflow discovery, data access mapping, LLM^? architecture, guardrails, integration buildout, pilot deployment, usage training, and a handoff operating playbook. The first version is a high-touch service with reusable templates, reference architectures, evaluation harnesses, and integration patterns that can later become a managed platform or productized implementation package.

Enterprises are past the demo phase and are now trying to centralize AI work, reduce cost-to-serve, modernize knowledge architecture, and deploy agentic workflows safely. The gap is practical delivery capacity, not general AI awareness.