Fractional AI engineering
Turn repetitive work into practical systems: document processing, support triage, proposal drafts, internal knowledge tools, and AI features connected to your business.
A five-business-day review after kickoff and access to the agreed workflow information. We map the work, estimate value and effort, and rank what to build, buy, or leave alone. You receive a concise implementation plan and a walkthrough. No ongoing engagement required.
One defined system, with a typical target of two to four weeks after scope and access are agreed. Includes integration, evaluation, deployment, documentation, and team handoff. Timing and price depend on the workflow and its dependencies.
Ongoing engineering capacity for a prioritized roadmap. Agents, automations, product features, evaluation, cost control, and team training. We agree capacity, ownership, and review cadence in the written scope.
A short kickoff and examples of how the work happens today: tools, handoffs, exceptions, and the people making decisions.
Estimate task volume, time, cost, feasibility, and the review burden. Include implementation and operating costs.
A ranked plan with assumptions, expected effort, and a measurable outcome. Sometimes a simpler process or existing software is the better answer.
Review the recommendation together and agree what would justify moving forward.
Proposal drafts, delivery workflows, client reporting, and internal knowledge search.
Quote preparation, document organization, scheduling support, and invoice follow-up.
Support triage, catalog content, onboarding, and AI features within existing products.
Administrative intake and scheduling workflows, with data access and human review agreed before implementation.
A focused sprint fits one defined system. Fractional support fits a continuing roadmap that needs engineering ownership. A full-time hire makes sense when the workload and management needs warrant dedicated capacity.
Read the AI playbook ↗Estimate the economics ↗Work directly with Chip
Tell me about the business, the problem, and what a useful outcome would look like. We’ll confirm fit, scope, timing, and price before work begins.
Discuss your project ↗