Put OpenAIto work.
Production agents, secure MCP connectors and AI applications for UK and US organisations. Built around real workflows, governed actions and measurable outcomes. You own the code.
Discuss your use case
Most AI pilots
never ship.
Most stall between a promising demo and a system people rely on: data access, permissions, failure handling and proof that it works. The model is not the product, so we build the production system around it.
The model is
not the product.
Value appears when AI connects safely to your data, tools, decisions and teams. We build the whole system around that connection.
Agents that take controlled action
Real actions, every one of them logged.MCP and business-system integration
ChatGPT, connected to your own systems.Production AI applications
A complete product, not a demo.Evaluation and governance
Success defined before launch.Already running
in production.
The foundations serious OpenAI work needs already run in our own products. LogicLeap is an OpenAI Select Partner.
See the portal case studyA live, OAuth-secured MCP connector
The LogicLeap Portal gives AI assistants a set of controlled tools through MCP, with OAuth sign-in, scoped permissions and an audit record of every call.
Consumer AI at product scale
One shared architecture behind a family of published language apps, with signed-in access, memory boundaries, usage metering and account deletion.
Controls matched to context
Consent, grounding, crisis routing, usage limits, row-level isolation and monitoring, applied where each production product needs them.
From use case
to evidence.
The same four stages as every LogicLeap project. Each one produces something you can review before the next begins.
Define the job.
A shared brief and a clear goal.
Pick one task worth automating and the data it needs.
Agree the boundaries.
A proposal, agreed cost and milestones.
Agree guardrails, human review points and how quality is measured.
See it take shape.
Working previews and review points.
Evals and guardrails built in from the first prototype.
Make the handover.
A tested release, access and documentation.
Staff trained, monitoring on and a clear owner for every change.
Straight
answers.
Are you already an OpenAI Partner?
Yes. LogicLeap is an OpenAI Select Partner: we hold OpenAI’s Select tier in the OpenAI Partner Network.
Do you only work with OpenAI?
No. We choose a provider against the task, data, quality, latency, cost and operational requirements, and LogicLeap is also a Claude Partner. We use OpenAI where it is the right production choice, not simply because it is available.
What makes this different from installing a chatbot?
A production system must authenticate users, connect to controlled tools and data, handle failure, record usage, protect sensitive actions and produce evidence of quality and value. The model is one part of that system.
Can you connect ChatGPT to our internal systems?
Yes, where the client and account support the required connector route. We build OAuth-secured MCP services with explicit tools, redirect validation, audit logging and operational controls, then validate the real authorisation and tool-use flow.
How quickly can we start?
A focused discovery and architecture engagement can begin within days. A scoped first production workflow is typically designed, built and validated in four to eight weeks, depending on system access, data sensitivity and approval requirements.
Let’s make
it happen.
Tell us about the workflow, the data and the people involved. We will come back with a scoped first prototype.
Start a conversation