AI integration for business: agents and assistants
I build AI assistants and AI agents: a bot answers customers from your knowledge base, an agent creates CRM deals and fills in documents on its own. We start with a 2-3 week pilot on one process to prove the value before a bigger investment.
What can AI do for your business?
Customer-facing AI assistant
Answers on your site and in messengers using your documents, price lists and policies, and hands hard questions to a manager.
AI agents for processes
They take actions: triage leads, create CRM deals, draft replies and documents.
Knowledge base search (RAG)
An employee asks a question in plain words and gets an answer with a link to the source document.
Integration with your systems
I connect AI to your CRM, ERP, website and email through their APIs.
How much does AI integration cost?
Start with a pilot on one process: you see results in a few weeks while the budget stays small.
Pilot: AI assistant
from $960
A bot on your site or in a messenger answers from your knowledge base and hands hard questions to a person.
2-3 weeks
AI agent with integrations
from $2,400
An agent that works with your CRM or ERP: creates deals, fills in fields, prepares documents.
4-6 weeks
LLM API usage and hosting are paid separately, at cost. I include an estimate of the monthly running cost in the proposal.
I send a detailed estimate with stages and timeline within one business day.
How can you pay?
- Bank transfer on an invoice from my sole proprietorship, with closing documents for companies.
- Card or Russia's Faster Payments System (SBP) for individuals, with a receipt.
- In stages: an advance before work starts, the rest after each stage is delivered.
How does AI integration work?
Pick a process
We find a process where AI saves real time: repetitive questions, lead handling, document search.
Pilot
In 2-3 weeks we launch a working version on real data for a limited group of users.
Measure
We check how many questions the bot closed on its own, where it got things wrong and how much time it saved.
Scale
If the pilot pays off, we add channels and integrations. If not, you've spent the minimum.
Why integrate AI with me?
I'm a developer, so I connect the model to your CRM, ERP and website myself and own how it behaves in production. My own product SolvOps, an AI assistant for field teams' knowledge bases, resolves 94% of requests without escalation in pilots.
What similar problems have I solved?
Building an online store on WordPress with Claude Code: a budget case with 1C ERP integration
How I built and deployed a WooCommerce store with Claude Code: MCP servers for SSH deploys and live Playwright checks, rules in CLAUDE.md, real-time sync with a 1C ERP, and the bugs the agent caused along the way.
$0 in licenses, live in weeks
Read caseThe Mirror, Not the Advisor: A Jungian AI Agent and My Own Boundaries With AI
I built myself a Jungian psychoanalyst agent that never gave advice, only reflected my own thoughts back at me from a different angle. An honest opinion on where AI helps and where it quietly takes over decisions that should stay yours, written without a single prompt.
Written without AI, credits, or tokens
Read case
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AI integration FAQ
How much does AI integration for a business cost?
A pilot AI assistant starts from $960, an AI agent integrated with your CRM or ERP from $2,400. Model API usage is billed separately, at cost.
Will our data leak into the AI model?
You can use an open model hosted on your own server, so the data never leaves your infrastructure. For hosted models I pick providers that don't train on API data.
Which AI models do you use?
I choose per task: GPT and Claude for complex reasoning, open models when everything has to run on your own server.
What if the AI gives a wrong answer?
The assistant answers only from your documents and shows the source. If the answer isn't in the knowledge base, it says so and hands the question to a person. During the pilot we test it on real questions.
What are the running costs after launch?
Model API usage and hosting, which depend on traffic; I estimate them in the proposal. Updates and knowledge base changes can go into a support plan.
Let's discuss your project
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