Harvest
Monroe crawls and ingests the messy public record - Secretary-of-State feeds, county auditors, election law, the voter file, FEC, radio - and uses AI to read it into clean, queryable data.
Monroe · operations intelligence
The platform you
didn't know was
running.
Its name is Monroe.
Election Night and BrainCast are the part you can see. Underneath them is Monroe: fifty-two services that harvest the data, score the models, and broadcast the result, on their own hardware, around the clock. It has been running for cycles.
◢ MONROEALL SYSTEMS NOMINAL52 SERVICES37 AGENT-READY100% SELF-HOSTEDGA-2026 ▸ CALLED
01 · The loop
Harvest. Reason. Broadcast.
One loop, run continuously. Monroe turns the raw public record into a live answer on a screen, then keeps it true as the world changes.
Reason
It fuses everything into one federated catalog and scores it against custom models: turnout, performance, victory probability. The data joins across sources nothing else keeps in one place.
Broadcast
It renders the answer into broadcast-quality boards and casts them to screens, kiosks, and live streams, then keeps them current on a schedule, with no one in the loop.
02 · The depth
Fifty-two services. Five layers.
Every module rides the same spine. Most of these speak MCP, so an agent can drive them directly. None of it runs on a cloud meter.
52
services
5
layers
37
agent-ready (MCP)
100%
self-hosted
07
AI & Intelligence
Orchestration, memory, document understanding, and generation - the layer that reads, writes, and reasons.
12
Data & Analytics
Voter analysis, districts, geocoding, ETL, storage - the shared data platform everything else stands on.
06
Communication
SMS, email, WhatsApp, webhooks, short links - every channel a campaign talks through, as an API.
15
Infrastructure
Auth, tenancy, monitoring, scheduling, the mesh - the self-hosted plumbing that keeps 50+ services honest.
12
Business
The CRM, canvassing, radio buying, donations, workflow - the tools campaign staff actually open every day.
03 · Already running
The transformation already happened.
This is not a roadmap. Monroe called the Georgia governor's runoff on election night, runs Michigan's hyper-local boards, is standing Iowa up from configuration, and keeps a book of business dashboards current. The field just hasn't looked under the surface yet.
GA-2026 ✓
governor runoff, called on the night
Michigan
hyper-local boards, live
Iowa
state package, seeding from config
24/7
business dashboards, self-updating
Put Monroe on your operation.
Bring a race, a committee, or a book of business. A live tool on your own numbers in days, not a six-month build.