From Broken Stack to Built System.
We build the systems everyone else just talks about
Automation that ships. Integrations that hold. AI that actually connects to your software. We've spent 11+ years doing the work - not pitching it.
Four ways we make it work
Hands-on implementation across marketing, AI, and agent systems.
Campaigns that run themselves
End-to-end marketing automation - from lead capture to close. We connect your CRM, build your workflows, and make sure nothing falls through the cracks.
- Lead scoring and segmentation
- Multi-channel nurture sequences
- CRM integration (HubSpot, Salesforce, etc.)
- Reporting dashboards that actually get used
Intelligent workflows that adapt
Connect AI models to real business logic. We build triggers, conditions, and actions that make your AI actually useful - not just impressive.
- Custom model integration (Claude, GPT, Llama)
- Conditional workflow logic
- Real-time data processing
- Failover and error handling built-in
Agent-to-Agent via MCP
We build the protocol bridges that let AI systems talk to each other - and to software that wasn't designed for agents. MCP servers for platforms that don't have them yet.
- Custom MCP server development
- Multi-agent orchestration
- Cross-platform data sync
- Open protocol, no vendor lock-in
AI conversations, everywhere
Multi-channel AI that meets customers where they are - SMS, voice, chat, email. Smart routing decides which agent handles what. Automatic failover keeps conversations alive.
- SMS, voice, chat, email - unified
- Intelligent conversation routing
- Automatic failover between models
- Low-cost, high-reliability messaging
Faster to launch. Easier to maintain.
Most projects ship in 2–8 weeks, not quarters. We scope tight, build fast, and don't let timelines drift into endless discovery phases. You'll have something running, not a roadmap for something that might run someday, not a deck full of recommendations. Real infrastructure, handling real work, before you've forgotten why you started the project.
And when it's done, you own it. Full documentation, no lock-in, no proprietary tools you can't access or understand. Your team can run it, tweak it, or hand it off to someone else entirely. We don't build dependency, we build systems that outlast the engagement and don't need us to babysit them.
Questions?
Quick answers to common questions.
How do I know which service I need?
Start with a Discovery Sprint. We'll audit your current stack, identify bottlenecks, and recommend whether you need a full System Build, a targeted Integration Project, or just some cleanup. You'll leave with a clear plan either way.
What's the difference between a System Build and an Integration Project?
System Builds are end-to-end — we design and implement a complete workflow from scratch. Integration Projects connect tools you already have. If you need lead routing built from the ground up, that's a System Build. If you need HubSpot talking to Slack, that's an Integration.
Do you work with our existing tools or recommend new ones?
We work with what you have. Ripping out your CRM isn't the goal, making it work harder is. If something's fundamentally broken, we'll tell you, but we're not here to sell you new software.
What does the Discovery Sprint actually deliver?
A full audit of your current systems, a workflow map showing where things break down, a prioritized list of what to build, ROI estimates, and a clear scope for next steps. You keep everything, even if you don't continue with us.
How involved does our team need to be?
We need access to your systems and a point of contact who knows how things work today. Beyond that, we handle the build. Expect a kickoff call, weekly check-ins, and a handoff session. We're not going to bury you in meetings.
What happens after a project launches?
Every project includes post-launch support to catch issues and answer questions. After that, you can move to a monthly retainer ($3,500/mo) for ongoing optimization or use Office Hours ($250/hr) when you need us.
Can you work with our developers or IT team?
Yes. We can lead the build or work alongside your team. If you've got internal devs who need direction on the automation layer, we'll collaborate. If you want us to own it end-to-end, we do that too.
What if the project scope changes mid-build?
It happens. We scope tight upfront to minimize surprises, but if priorities shift, we'll re-scope and give you a clear cost/timeline adjustment before moving forward. No surprise invoices.
Ready to connect the dots?
Tell us what you're building. We'll tell you if we can help - and be honest if we can't.
What We're Thinking About
Notes on automation, AI, and building systems that work.
