Fixed-scope AI automation, backend, integration, and Docker/CI handoff support.

Best first step

If scope is unclear, start with Workflow Teardown + Working Slice: one workflow, one success condition, one small working path, and a clear decision on whether to expand. If the workflow is already clear, choose the closest offer below and send the offer name, systems involved, access constraints, timeline, and expected handoff depth.

Fastest evidence before scope: AI Ops Business Scenario Replay shows business input -> backend route -> RAG quality -> approval -> CRM handoff in one public-safe artifact.

Open LinkedIn Services, open contact routes, or start a conversation.

Proposal-Ready First Message

Copy this shape into LinkedIn Services or a first message:

Offer: closest offer name. Workflow: what happens today and where it breaks. Systems: CRM, ERP, 1C, API, documents, calls, transcripts, database, hosting, or repo involved. Success: one observable result. Constraints: access, deadline, budget range, and what must not break. Review path: business scenario replay or DriveDesk AI Operator route.

Offer Router

Use this when the business problem is clear enough to choose a starting package. Each route has a public evidence map, so the first message can point to an inspectable implementation pattern instead of a vague automation request.

• AI workflow / RAG: choose DriveDesk AI Operator Pilot Slice or AI Ops / RAG Workflow MVP. Proof: AI Ops Business Scenario Replay and AI Ops Employer Trigger Evidence.
• CRM/ERP/API integration: choose Integration Adapter MVP. Proof: AI Ops Employer Trigger Evidence and Skill Evidence.
• Backend automation and integration ownership: choose Internal Operations Platform Slice. Proof: DriveDesk Core and Operational Readiness.
• Docker/CI reliability: choose Docker/CI Release Recovery Sprint. Proof: DeployMate evidence and Verification Pack.