What we will not do
We will not drop an ungrounded chatbot on your homepage and call it a strategy. Advanced AI Solutions at MD Hub means a scoped job, a cited source, and a human who can stop it.
Practice
Advanced AI Solutions
Agents, knowledge, and workflows that actually ship into the business — not a slide deck of possibilities.
Production, or it does not count
We design the agent, the evaluation set, the fallback, and the audit trail. If it cannot be observed, it does not go live. MD Hub’s own backoffice, Sites, and Comms stack is the proving ground for the same patterns we install for clients.
Agents & copilotsKnowledge systemsCustom workflowsHuman-in-the-loop
01
AI agents & copilots
Task-specific agents that research, draft, route, and hand off with a human in the loop.
02
Knowledge systems
Grounded retrieval over your docs, tickets, and SOPs so answers stay true to the source.
03
Custom AI workflows
Pipelines that connect models, tools, and your existing software into one operating path.
How we take an AI idea to production
01
Use-case map
Name the job, the data, the risk, and the person who still has to sign the outcome. If the data is not ready, we fix the data first.
02
Design the loop
Prompt, tools, retrieval, and the UI operators will actually use. Fancy graphs come after a working first path.
03
Eval and gates
A regression set, approval gates, and logging. Unsure models ask. Silent writes to production do not happen.
04
Operate
Monitoring, bad-hit feedback, and a rollback path. The system has to be diagnosable at 2 a.m.
Let’s build the next piece together
Tell us what you are shipping. We will map the work, the team, and a first delivery date.