MIA Insight
Sees
In productionShe reads your market non-stop — what shifted, who's behind it, whether your name came up. Every answer traces back to the post.
Source: internal rollout
Open MIA InsightMIA / Platform · one operating layer
Insight finds the signal. Agent turns it into work you can watch. IQ keeps what you signed off. Three faculties, one loop — each one carries its own maturity label, honestly.
All 9 capabilities, as they stand today

MIA / Platform · 3 faculties · 9 capabilities
Structure, not a live readout
Intake edge
Public market signal. Your brand context. The inputs you approved.
Insight
Sees
In productionAuto Data
Collects the sources and de-duplicates them
Auto Monitor
Watches the conversation as it moves
GEO
Reads where you appear in AI answers
Agent
Acts
Engineering-readyResearch & insights
Compares approved sources
Content & creative
Drafts on-brand work for review
Growth & performance
Turns campaign signal into next actions
IQ
Remembers
RoadmapBrand Knowledge
Holds your voice, products and positioning
Context
Carries the last cycle into the next
Governance
Holds the checkpoints you set
Governed output edge
Reviewed work, carrying its evidence and the name of whoever cleared it.
Cell fill reads maturity
In productionEngineering-readyRoadmapMIA / Three faculties, one loop
Sees
In productionShe reads your market non-stop — what shifted, who's behind it, whether your name came up. Every answer traces back to the post.
Source: internal rollout
Open MIA InsightActs
Engineering-readyOne job, broken into steps you can inspect. Every handoff has an input, an output and a reviewer — including the step where she stops and waits for you.
Source: engineering build
Open MIA AgentRemembers
RoadmapThe wording you changed and the direction you killed do not come back. The next cycle starts from what you already approved.
Source: product direction
Open MIA IQMaturity / opened
Stated per faculty
Claim
MIA Insight — used in production internally, with real operating feedback shaping the next iteration.
Window · today
Source · internal rollout
MIA Agent — engineering-ready, evaluated against a defined scenario and control model.
Window · in build
Source · engineering build
MIA IQ — a declared direction, not a capability you can switch on today.
Window · roadmap
Source · product direction
Maturity is assessed per capability and per deployment. Nothing here claims a customer deployment, a certified control, a signed integration or a live third-party data source — how we label maturity is written out in full.
MIA / Platform · next
Pick something your team runs every week. We map the signals it depends on, the steps it takes, the point where a person has to say yes, and the maturity boundary it would sit inside — before anything is built.