Review real behavior
Look at what changed, where users get stuck, where the workflow is weak, and which updates are worth making.
Managed AI operations / BAY AREA
Ongoing review, tuning, maintenance, usage checks, knowledge updates, and scoped improvements for the AI systems running your business.
DREAM PROTOCOL / IMAGINED SCENE. REAL PURPOSE.
Keep it working / Dream ProtocolA practical starting point
Business processes, software, hours, services, prices, staff, and customer questions all change. Managed AI operations keeps the systems you launched aligned with the business they are supposed to support.
Look at what changed, where users get stuck, where the workflow is weak, and which updates are worth making.
Adjust approved knowledge, prompts, rules, routing, integrations, or workflow behavior within the agreed support scope and test before release.
The starting plan includes up to four hours of support or improvements. Bigger changes and new systems receive a separate quote.
An illustrative workflow
We update the relevant workflow, test routine and edge cases, confirm the handoff behavior, and document the change before it becomes part of production.
What’s included
Up to four hours of support or improvements, plus a monthly workflow review. Additional work quoted before it starts.
Software licenses, third-party usage, custom APIs, data cleanup, and additional scope are quoted separately where needed.
Build my starting point ↗A little more clarity
No. Managed operations is a separate plan unless your proposal explicitly includes ongoing support.
No. The starting plan includes up to four hours. Additional work is quoted before it starts.
Possibly. We first review the architecture, documentation, access, and current condition before accepting support responsibility.
READY WHEN YOU ARE
Tell us where the day gets away from your team. We'll map a practical starting point, what the system could handle, and where a person stays in control.