One focused AI-assisted workflow for a defined repetitive task, with clear human review and limited integrations.

Defined starting scope • One trigger, up to five processing steps and up to two supported app or API integrations. • One existing AI model for classification, extraction or draft generation. • Input validation, basic failure handling, sample-based testing and an approval step before external communication where applicable. • One agreed environment setup, documentation and handover.

Working example Our internal lead qualification demonstration uses Python, Ollama, Qwen 2.5 and SQLite. It captures enquiries, proposes qualification, records leads through a local CRM API and gates a versioned follow-up draft behind human approval. Fictional data only; approved drafts enter a local outbox. No real emails were sent and no commercial CRM is connected. This is a functional prototype, not a production-ready client platform.

Delivery and boundaries A focused workflow typically takes 1–2 weeks after requirements, access and dependencies are confirmed, with two consolidated revision rounds. Integration feasibility depends on supported APIs and access. Subscriptions, hosting and model usage are separate. Additional agents, complex branching, bespoke model training, production hardening and ongoing monitoring require a custom quotation. Contact us to agree the scope and price.