AI Automation.
Replacing repetitive knowledge work — triage, classification, drafting, routing, reconciliation — with systems that combine LLMs, deterministic logic and your existing business tools.
What “AI Automation” means at Devmint.
AI Automation at Devmint means replacing repetitive knowledge work — triage, classification, drafting, routing, reconciliation — with systems that combine LLMs, deterministic logic and existing business tools. We don't sell you a workflow builder. We map the actual process, identify which steps a model can own end-to-end and which need a human, then build the integration layer that connects your CRM, inbox, database and ticketing system into a single pipeline.
Most automation projects we replace were built around a tool, not a process. Devmint engagements start with a two-week discovery where we shadow the team doing the work, instrument the current flow, and only then propose what to automate. The systems we ship reduce headcount-equivalent hours by 40–70% on the workflows we target, and the dashboards make that visible from week one.
Deliverables.
- Process map + automation plan (written, not slides)
- LLM + deterministic logic pipeline
- Integrations with your existing stack
- Hours-saved dashboard
- Maintenance runbook
The shape.
Most automation engagements run 4–10 weeks. Two-week discovery (we shadow the team doing the work) → four to eight weeks of pipeline build with weekly demos → handover with a hours-saved dashboard and maintenance runbook.
How we price.
Devmint engagements are scoped as fixed proposals against measurable outcomes — not hours. After a 30-minute discovery call, we send a written proposal with timeline, deliverables, eval targets and a single fixed fee. No procurement maze, no T&M creep. Smaller pilots and larger outcome-based contracts are scoped the same way — tell us what you're shipping and we'll come back with a number.
What we reach for.
n8n, Inngest, or custom orchestration · OpenAI/Anthropic for LLM steps · pgvector or Pinecone for retrieval · Postgres + Redis · webhook + queue infra · Grafana dashboards.