AI agent integration
The LLM isn't the product. The integration is.
Every business already runs real tools — a CRM, a helpdesk, an ERP, a database. The hard, valuable part of an AI agent isn't the model, it's wiring that model correctly into what you already use, with the right permissions and the right guardrails. That's the actual scope of most agent projects — and it's why most workflow automation companies spend more time on integration work than on the model itself.
Commonly integrated
If your stack isn't in that list
That's normal — as an AI integration company, the pattern doesn't change, just which API gets called. Every integration comes down to the same shape: read access to check real state, scoped write access for specific actions, and a human-approval step for anything consequential. See the back-office automation use case for what that looks like against an ERP specifically — email in, data extracted, ERP checked, record created, human approves before anything ships.
MCP: the protocol that makes this practical
Instead of a bespoke integration per AI client, MCP (Model Context Protocol) lets one server expose your tools to any MCP-capable client — Claude, ChatGPT, or whatever your team standardizes on next. Tunovix runs a real, public MCP server on this site (tunovix.com/mcp) as a working example, not just a description of the idea.
Old tools, easier upgrade path
A CRM or ERP that's been running for years doesn't need to be replaced to get an AI agent in front of it — the integration sits on top, using the same data and the same system of record your team already trusts. This is often the actual reason a project is cheaper than expected: the hard infrastructure decision (which CRM, which ERP) is already made, and the work is connecting to it, not migrating off it.
Cost and timeline
Pricing actualised on September 2026A single integration (one CRM or helpdesk lookup) typically adds $700–$1,700 to a base agent build; a multi-integration build runs toward the higher end of the full cost breakdown. Run the calculator with your actual integration list for a real number.
Is your current site even discoverable by agents yet?Real, live checks against your real URL — robots.txt, sitemap, structured data, agent-discovery docs — the same audit Tunovix ran on its own site.Try it liveHave a product in mind? Let's scope it this week.
A 30-minute call gets you a rough timeline and cost — no obligation, no sales deck.