AI automation

AI automation that does real work — not demos

Done-for-you AI automation for small teams and law firms: client intake, document handling, call-quality audits and LLM assistants trained on your own data. Built by one engineer + AI, shipped to production, fast.

What I automate

Live AI, already in production

Check My Call ↗Upload a call → speaker-split transcript + scored QA report, every score backed by a quoteAI call audit (web + Telegram)
Silas's Shop ↗LLM that reasons over a live 441-item catalog and only recommends real itemsLLM assistant in Telegram
LangMeLLM grades free-form answers like a tutor and explains mistakesAI language tutor
Relocator ↗AI pipeline turns a messy situation into a step-by-step plan documentAI planning bot

For law firms & solo attorneys

Most of a small firm's day is language work a machine can help with — intake, first-draft documents, reviewing intake calls for missed follow-ups. I build these with the attorney in the loop and your data kept private, so the busywork shrinks without giving up control. It ships in weeks, not a procurement cycle.

Why FastMVP.store

One engineer + AI: you get the person who builds it, a couple-of-weeks timeline, and production software rather than a demo. Related: Telegram bots & Mini Apps and full MVP development.

FAQ

What can AI actually automate for my business or firm?

The repetitive, language-heavy work: client intake and routing, first-draft documents, reviewing and scoring calls, answering questions from your own documents, and moving data between tools. I automate the specific bottleneck, with a human in the loop where it matters.

Is my data kept private?

Yes. Assistants are built over your own documents/data with access controls, and processing can be scoped so nothing is retained beyond what you approve. For sensitive work (e.g. legal) the human stays in control of anything client-facing.

Do you keep an attorney / expert in the loop?

Always for regulated work. The AI drafts, scores and suggests; a person reviews and signs off. It's an assistant that removes busywork, not an autonomous replacement.

How much does AI automation cost?

A focused automation is a small fixed-scope project; ongoing assistants can run as a monthly arrangement. I scope and quote after a short call — priced for small teams, not enterprises.

Have something to build?

Tell me what you need — I reply within 24 hours with questions or a plan, not a sales pitch. One engineer + AI, so you talk to the person who actually ships it.

Start a project →