Send me a process you're tired of doing by hand, and I'll turn it into a written, build-ready automation blueprint. All communication happens right here on Contra — in the order chat, with updates and drafts you can always look back at.

I build AI automations as production systems: n8n workflows, Telegram/Slack bots, RAG knowledge assistants. Not demos — systems that run on real traffic every day. Live builds you can try right now: https://dvc-shared.dvc-ai.workers.dev/ (Lead Machine, FAQ bot, RAG assistant).

I've also watched plenty of automation projects fail, and the failure is almost never the model. It's automating something that should have been deleted, or building an AI agent where a plain script, a form, or a process change would do the job cheaper — and never hallucinate. So this service is as much about what NOT to build.

You choose your entry point — we take you as far as you want to go:

• Stage 1 — Automation Plan · $300 / 1 day — full plan document (PDF, 3–5 pages)

• Stage 2 — Plan + Bot Spec · $500 / 2 days — plan + build-ready spec for any developer

• Stage 3 — Build & Deploy · from $250 — I build the automation from the spec on your infrastructure (scope-dependent; also available as separate production services on my profile)

Stages 1–2 produce documents that stand on their own; Stage 3 produces a working system. Skip stages if you already know what you need — start at Stage 2/3 directly.

You get a full plan document (PDF, 3–5 pages): • AS-IS breakdown of one process: how it works today, what gets lost, where errors pile up • Up to 7 automation points — AI text/document handling, spreadsheet/CRM integration, automatic notifications, template emails, manager summaries • An effect estimate for each point: time saved, errors avoided, what's needed to launch • Prioritization: what to build first, what later, what not to touch at all • Tooling list with estimated monthly running costs (AI services, APIs) • 1 revision round, up to 5 comments Acceptance criteria: the plan contains the current-process breakdown, 5–7 automation points, and an expected effect for every point.

Everything in Stage 1, plus a build-ready technical spec for the chosen automation point (PDF/DOCX, up to 6 pages) — hand it to any developer or agency and get exactly what you intended: • Goal, step-by-step workflow, inputs and outputs • Up to 15 functional requirements as a closed list — what the bot/automation does and what it must NOT do • Integration points: spreadsheet, CRM, email, web form or messenger bot (one channel of your choice) • Limitations and risks: what automation does not solve, where a human check is needed • Acceptance criteria you can verify the developer against • 1 revision round, up to 10 comments Timeline: 2 days total (plan on day 1, spec on day 2).

You can order the build from us:

• The automation implemented in n8n — your instance (cloud or self-hosted; we help you set one up if you don't have it) • The intake channel from your spec wired up and tested • Data routing to your tools: spreadsheet, CRM, email, notifications • Testing on real scenarios from your process — not synthetic data • Error handling: failures trigger alerts instead of silent data loss • Documentation + a walkthrough so you can edit the workflow without a developer

Price depends on the scope in your spec — that's why it starts at $500: a simple deployment of a standard workflow is at the bottom of the range, a custom multi-step build is higher. We agree the exact price and timeline BEFORE any work starts, in the Contra chat. Credentials and infrastructure always stay on your side.

• Founders and operators with a manual process running real volume • Teams with an automation that works in a demo and misbehaves in production • Anyone who has been quoted for an AI build and wants a second opinion before signing

• If you want someone to validate a plan you've already committed to — I'll tell you what I actually think, not what you want to hear.