AI agents and MCP servers that plug into how your business already runs.
We design, build and maintain AI assistants that take repetitive work off your team — and MCP servers that let AI tools work with your product and data, safely.
An assistant that handles the first 80% of the work.
Good AI agents are narrow. They do one job well, use your own documents instead of guessing, and hand off to a person when it matters. Typical first projects:
- Lead intake & follow-upRequests from your website, email and WhatsApp are read, qualified and logged in your CRM; replies are drafted in the customer's language for your approval.
- Document processingInvoices, purchase orders, applications and PDFs become structured data in your accounting or ops tools — with confidence checks and a review queue.
- Internal knowledge assistantStaff ask questions about policies, prices and procedures and get answers with links to the source document.
- ReportingNumbers pulled from your tools every week and written up as a short summary someone actually reads.
Make your product usable by AI.
The Model Context Protocol is how assistants like Claude and ChatGPT call outside tools. An MCP server for your business means customers or staff can ask an AI about your catalog, availability, listings or account data — and get correct, permission-checked answers.
- For SaaS and data companiesExpose your API to AI agents with authentication, rate limits, clear tool descriptions and tests. Publish to MCP directories so new users find you.
- For internal systemsLet your team's AI assistant read your database, ERP or ticketing system without copying data anywhere.
- Proof, not promisesWe run our own MCP server in production: ATS Jobs MCP searches open roles across ten applicant-tracking platforms.
Boring engineering under the AI.
- Human in the loopAnything customer-facing or irreversible waits for a person's approval. Every action is logged.
- The right tool, not the trendy onen8n, Make or Zapier when they fit; Python when reliability matters. Models from OpenAI, Anthropic or Mistral, chosen per task and cost.
- Your accounts, your keysSubscriptions and API keys are created in your name. Nothing is locked to us.
- MeasuredWe agree up front on what "working" means — hours saved, response time, error rate — and report against it.
Starting prices
| Engagement | Price | What you get |
|---|---|---|
| AI opportunity audit | $450 | A 90-minute working session and a written plan: 3–5 automations ranked by payback, with build and running costs. Credited in full if you go ahead. |
| Workflow automation | from $1,800 | One process automated end to end — lead intake, quotes and follow-ups, invoices, document collection or reporting. Tested on your real data, documented, 30 days of adjustments. |
| AI assistant / agent | from $2,900 | An agent that reads and sorts requests from your site, email or WhatsApp, drafts replies from your own documents and logs everything in your CRM. A human approves sensitive messages. |
| MCP server | from $3,500 | Your product, database or internal API exposed to Claude, ChatGPT and other AI agents through the Model Context Protocol — with auth, rate limits, tests and docs. |
| Custom software, games & 3D | fixed quote | Apps, integrations, Unreal/Unity projects and 3D environments are quoted per milestone after a free scoping call. |
| Care plan | from $175/mo | Monitoring, fixes when a vendor API changes, small improvements every month. Cancel any month. |
Prices in USD, excluding third-party subscriptions (AI credits, hosting, WhatsApp Business API), which stay in your name — usually a few dozen dollars a month for a small business. You get the fixed price in writing before any work starts.
Describe one workflow that eats your week.
The fastest way is a WhatsApp message — you talk directly to Denis, the engineer who will build it. Prefer email? Send the brief and we will reply within one business day.
Message Denis on WhatsApp- All work done remotely — video calls, shared board, async updates
- Free 20-minute first call, no obligation
- Fixed price in USD, in writing, before work starts
- Calls in your time zone · English, French, Russian