Give AI the right job
Choose the repeated work where interpretation helps: understanding an inquiry, classifying a request, extracting information, drafting the next message, or deciding which approved path applies.
AI workflow automation / BAY AREA
AI-powered workflow automation that reads, classifies, drafts, routes, updates, and coordinates repetitive work across the business systems you already use.
DREAM PROTOCOL / IMAGINED SCENE. REAL PURPOSE.
Make repetitive work disappear / Dream ProtocolA practical starting point
AI becomes valuable when it can do more than generate an answer. We use it to understand messy inputs such as email, forms, notes, and documents, then combine that understanding with clear business rules so the next approved action happens automatically.
Choose the repeated work where interpretation helps: understanding an inquiry, classifying a request, extracting information, drafting the next message, or deciding which approved path applies.
Create records and tasks, update status, prepare or send approved messages, route ownership, and trigger the next system without someone copying the same information again.
Set confidence thresholds, review points, alerts, and fallback paths so unusual or sensitive work reaches a person instead of disappearing inside the automation.
An illustrative workflow
The request is classified, the customer record is created or updated, a task goes to the right owner, missing information is flagged, and the next approved message is prepared automatically.
What’s included
One workflow across up to two existing tools. Testing, documentation, handoff, and 30-day fixes for the agreed scope.
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. Deterministic rules are often better for predictable steps. We use AI when interpretation, classification, extraction, or drafting adds value.
Error handling is scoped with the workflow. We define alerts, retries where appropriate, and who owns manual recovery.
No. Software licenses, third-party usage, custom APIs, and data cleanup are quoted separately where needed.
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.