Governed by the people who use them. Released by the executives who answer for them.
The off-the-shelf tools don't know your mission, your decision rights, or your operational reality. The custom builds skip the work that makes the difference — mission alignment, departmental review, executive sign-off — and produce agents that go live and quietly stop being used six weeks later.
Mycelium AI Agents are purpose-built for a single department, trained on that department's actual work, reviewed by the people who do that work, and released to executive management only when alignment with the department's mission is verified.
We build them. Your people own them. The governance is what makes them hold.
"The agent is not finished when the code is written. It is finished when the people who will use it have signed off on what it does, what it doesn't do, and how its performance will be reviewed."
Most builds start with the workflow. We start with what the department exists to do, what success looks like, and what the agent must never do. The mission alignment document governs everything that follows. Skip this phase, and the agent solves the wrong problem with precision.
Departmental human review, then mission-alignment check, then executive release. No agent goes live without all three sign-offs. This is the loop that separates an agent that holds from one that quietly stops being used. It is the slowest part of the methodology, and the part that determines whether the agent is still in production six months later.
Most builders deploy. Few diagnose. The Build practice is informed by the failure modes the diagnostic practice sees daily — the patterns that defeat AI adoption inside organisations that look ready on paper. We build against those patterns, not around them.
Each agent is a fixed-scope build with a published methodology and a defined deliverable. Five are available to commission now — Banking & Finance, Project Management, Legal Intake, Supplier Assurance, and Energy Operations. Clients commission one at a time. No requirement to engage multiple.
A Phase 1 demo is a working prototype of your agent — built on synthetic data, no production system access required. It gives your leadership a concrete view of what the agent does, how it behaves, and whether it's the right fit before a full build is commissioned.
The demo becomes the foundation for a full build if leadership decides to proceed. Nothing is wasted.
Enquire about a Phase 1 Demo →Most agent builds skip phase one (no mission alignment), compress phase two (assumed workflows, not observed ones), and have no equivalent of phases four and five (built and released without the people who will use it ever signing off).
The Mycelium build loop is slower than the market default. The slowness is the point.
Every Mycelium AI Agent build begins with Phase 1 — Mission Alignment — which acts as a 2-week diagnostic in its own right. Where the agent will sit alongside materially sensitive data or AI-assisted decisions, Mycelium will recommend an AI Security Health Check before Phase 2 build begins. This is not a gate — it is a safeguard. An agent built into a weak governance posture inherits that weakness.
Most agent failures are not technical failures. They are mission failures — the agent was built to do something the team did not actually need, or something the team needed but could not safely hand to an automated system. The Mission Alignment Document is not a formality. It is the build contract.
An agent that goes live without the people who will use it signing off is a liability, not an asset. The three sign-off requirement is non-negotiable. It is also the reason Mycelium agents perform — the people closest to the work have validated that the agent does what it claims before it is released.
60 minutes with your team. We assess whether an agent build — or a Phase 1 demo — is the right move. And we tell you if it is not.
Every Mycelium agent build begins with Discovery. Where the mission aligns and the governance posture supports it, the build proceeds — under named sign-offs at every phase.