Your highest-priority systems, wired for AI.
With MCPrecision, Olytic architects and builds the custom MCP connectors your priority systems need, grounded in your actual infrastructure and each system’s real API surface.
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Some of your systems already ship a strong MCP server. AI connects in a few clicks, and that’s the right call. Use it.
Others don’t, or the one-size-fits-all connector that exists doesn’t fit. Sometimes it’s too limited to get AI far into the work. Sometimes it’s too permissive, and every question becomes a security exposure. Either way, it doesn’t know your business or your specific data model.
Things are different with Olytic’s MCPrecision engagement:
- AI grounded in your systems’ actual data models.
- Access scoped and permissioned to exactly what your team needs, no more.
- Fixed scope, fixed price, whether that’s one system or several.
Wiring AI directly into your systems is powerful: it can erase the 9.3 hours a week1 knowledge workers lose hunting through scattered information, work a generic connector never gets close to.
Hand that same access to the wrong connector, or a team that does not understand your data model, and you get broken access control2, the #1 web application security risk, year after year. The power and the risk come from the same wire.
Our proven path to connectors AI can use
Identify the Needs
We identify the use cases, data model, and security design your priority systems call for.
Architect the Connectors
We architect each connector against your real IT infrastructure and that system’s own API surface.
Build and Test
We build and test the MCP(s) against real, permissioned queries before anyone depends on them.
Release and Enable
We document everything and train your team to run and extend the connector(s) as needs change.
MCPrecision engagements put this recipe to work,
and see real business outcomes:
Grounded in Your Business and Security
AI reads your systems’ real customizations and data model, permissioned to match your organization’s own security requirements.
Engineered Without Compromise
Every connector is built and tested against real, permissioned queries before your team ever depends on it.
Wired for Broader Connectivity
New systems join the same foundation, one connector at a time, as new priorities surface.
Replacing guesswork with a governed system of record
A B2B software company’s Salesforce administration function had outgrown its own documentation. Every ticket required manually reconstructing years of custom fields, workflow rules, and technical debt before diagnosis could begin, then updating Asana by hand to keep the broader team current.
Engaged directly with the client’s administration team, Olytic:
- architected a custom MCP connector to the client’s Salesforce org, grounded in its actual object model and accumulated technical debt, and hosted it on Google Cloud.
- deployed a second connector to Asana, giving the system the ability to read tickets, propose remediations, and maintain status in real time.
- scoped access precisely to the administration team’s requirements, with permissions and an audit trail the client’s security function signed off on.
Talk about the systems that are actually in your way.
We’ll walk through MCPrecision live, then talk about the connectors that would matter most for your team.
1 McKinsey Global Institute, 2026 · 2 OWASP Top 10, 2026