Build what the business needs next.

Since 2010, we’ve worked close to the business. Today we embed with owner-led and mid-market teams to turn messy workflows into software, automation, and AI systems people actually use.

Built for every shift.

Same company. New tools. Deeper inside the business each time.

2010Reach
2010

MTB Media begins.

Facebook and Google ads, lead generation, local business marketing, and company websites.

Reach
2014

The mobile shift.

Mobile-first websites and advertising built for how customers were starting to browse and buy.

Adapt
2020

Software becomes the work.

Custom web apps, tracking systems, operating dashboards, and private tools for growing teams.

Build
2023

AI moves into production.

AI integrations, workflow automation, agentic tooling, and forward-deployed engineering inside real businesses.

Deploy

Real systems for the teams doing the work.

Our sweet spot is owner-led and mid-market teams where the work is complex, the stack is messy, and decisions can happen quickly. From a single workflow to a full product, we design, build, integrate, and deploy systems people actually use.

01Product delivery

Dev teams

Ship AI inside an existing product and give the team a repeatable way to build with it.

What we deliver
  • AI feature delivery
  • MCP servers
  • Agent harnesses
  • Shared skills and prompts
  • Evaluations and observability
  • Web and mobile apps
02Operations

Operators

Connect the work, remove repetitive handoffs, and turn messy inputs into useful action.

What we deliver
  • Workflow pipelines
  • Invoice analysis
  • Document and image analysis
  • Routing and approvals
  • Internal dashboards
  • Reporting agents
03Lean teams

Small businesses

Build the operating layer that helps a small team answer faster and handle more demand.

What we deliver
  • AI phone agents
  • Inbox triage
  • Lead follow-up
  • Scheduling and intake
  • Personal assistants
  • Custom web apps
04Deployment

Enterprise teams

Move approved AI use cases into production across existing systems, controls, and departments.

What we deliver
  • Department pilots
  • Secure MCP tooling
  • Private internal apps
  • Integration architecture
  • Team enablement
  • Production rollout

From messy workflow to working system.

As a forward-deployed engineering partner, we map how work actually moves, then design, build, and deploy into the tools already running the business.

01

Map the work

Find the handoffs, exceptions, and decisions that slow the business down.

02

Design the system

Choose the right models, tools, guardrails, and workflow architecture.

03

Deploy for real

Connect agents, apps, and automations to the systems your team already uses.

04

Improve with use

Measure what works, fix edge cases, and extend the system as the team grows.

The stack behind the work.

Models, coding environments, and infrastructure we use to build and run production systems.

Agent reasoning, code generation, and structured workflows.

Long-context analysis, agent work, and production engineering.

Cursor and Grok 4.5 / 4.6 for coding, long-running agents, and complex engineering work.

Multimodal intelligence and production-ready model services.

Open-weight frontier reasoning for long-context agentic work.

Edge infrastructure, workers, email delivery, and secure deployment.

Products built. Systems deployed.

Products, private systems, and production agents—one portfolio.

Open the full portfolio ↗
ProjectsProducts + client systems
Select a project
Project 01Software product
Full web platformMusic operations

Zoningo.app

A music distribution platform built for independent artists and labels.

Built for

Product strategy, UX, full-stack development, and launch

Shipped
  • Product design
  • Full-stack build
  • Launch
Agentic flows04 live systems

Agents that become part of the operation.

We map the workflow, wire the system into the tools already running the business, then improve it from real use.

01Map the work

Trace inputs, decisions, handoffs, and exceptions.

02Wire the system

Connect models and tools to the workflow your team already runs.

03Run + improve

Deploy with a human path for exceptions, then tune from real use.

Agent 01 In production
AI operations systemSmall business operations

Flowers By Sutton

AI phone support plus email analysis and routing for customer questions and calls.

System path

call or email → answer → route → human handoff

Core capabilities
  • Phone agent
  • Email analysis
  • Support routing
View deployment In production

What should work better?

Bring us a product idea, an ugly workflow, or a team that knows AI should be helping more than it is.

Or call us1-888-MTB-AI
Project intakeTell us what is stuck, manual, or ready to become software.