Several hundred small green dashes hold a grid in the dark, brightening where the pointer passes and fading behind it. A system that spends nothing until something moves.
DEV · 05 service areas · 01 operating system in production
Development
in production.
Marshall Media runs on software this division wrote — the system that took your inquiry, routed it to a lead, generated the contract and billed the job. Software development: website design, API integrations, automation and AI.
Website design + development
Marketing sites, portals and applications. Built to be fast on a phone, on a bad connection.
Website design + development: Read the full pageAPI + automation
API integrations that let systems talk to each other instead of a person copying between them. Scoped by how much manual handling disappears.
API + automation: Read the full pageArtificial intelligence.
Our reference is our own building — the one we can show you end to end.
Every AI system we sell, we ran on ourselves first — intake, drafting, routing and support inside our own operating system.
That order matters. A model that has not been run against real work, with real people relying on the output, has not been tested. It has been demoed.
Blockchain engineering
Smart contracts, ledger integrations and audits, treated as engineering. We do not advise on which assets to hold. We do take payment in cryptocurrency.
Blockchain engineering: Read the full pageBusiness consultation
Sometimes the answer is not a build. The operations review, the tooling decision, and the documentation that lets your team run it after we leave.
Business consultation: Read the full pageWe ship it to
ourselves first.
The agency you are reading about runs on an operating system this team built and maintains — CRM, pipeline, contracts, billing, portals and the assistant layer on top. Nothing off the shelf ran an agency the way one should be run, so we wrote it.
That is why this division does not lead with a logo wall. The thing we are proudest of is the thing routing you right now.
How the agency is put togetherMM/OS · 05 layers
Surface
Next.js · TypeScript
Client portals, vendor portals, and the room the agency is run from. The same discipline we sell as website work.
Services
FastAPI · Python
Every rule the business actually runs on: intake, pipeline, contracts, billing, the lot.
Assistants
Multi-provider AI
Drafting, routing and triage — sitting on our own record, not bolted to a homepage.
Queue
Redis · Celery
The work nobody should be waiting on. Syncs, sends, and everything that runs on a schedule.
Record
PostgreSQL · pgvector
One record of the agency, and the embeddings the assistants read it through.
Bring us the thing that is held together by hand.
A site that embarrasses you. A workflow somebody re-keys every morning. An integration nobody wants to own. Start there. Engineers who have shipped and then maintained the thing: apply to the roster.
Or just email us — intel@marshallmedia.io