Before you build: define the workflow and owner
Use the starter kit to capture the business process, decision points, source material, handoff rules, and implementation constraints that affect scope.
Buyer education
Choose the question closest to your decision.
Questions to answer before building with AI
Clarify the workflow, data access, human review points, evaluation plan, and operating owner before choosing a model, toolchain, or packaged assistant.
Turning a prototype into a maintained system
Plan for integrations, permissions, observability, deployment, documentation, and support so the first useful demo can become durable software.
Make voice assistants useful before adding complexity
Review concrete prompt patterns for intake, follow-up, and escalation so voice workflows stay clear, testable, and human-supervised.
The one-pager we fill in before any build
The intake template we actually use: problem statement, current workflow, data inventory, integrations, success metric, constraints, budget band, and decision timeline.
Automation ROI — the maintenance-honest version
Model net monthly benefit, break-even month, and multi-year net with the rows vendor calculators omit: build cost, maintenance, and exception rate.
Scoped next step
Need help translating a resource into an action plan?
Bring the workflow, product concept, or infrastructure problem. KOBA42 can help turn it into a scoped discovery plan with technical risks, decisions, and build options made explicit.
