We're amphibious.
Strategy AND implementation.
Most consultants give you a roadmap. Most developers build what you spec. We do both. The best systems come from someone who understands the business problem AND knows how to build the solution.
How a pond gets cleaned. 🐸
Listen: We start with your mess.
Not a discovery questionnaire. A real conversation about what's eating your time, where things break, and what "better" looks like for you. We map your tools, your workflows, and the handoffs that are silently costing you hours every week.
Design: We architect the system.
Not a 40-page deck. A clear blueprint that shows exactly what gets automated, how it connects to what you already use, and what the fallback plan is when things go sideways. You'll understand every piece of it. Because a system you can't explain is a system you can't trust.
Build: We implement the thing.
Real infrastructure. Running automation. AI-powered decision-making wired into your existing tools. We build inside your ecosystem. No rip and replace, no "buy our platform," no vendor lock-in.
Manage: We don't just hand it off.
If you had the technical team to maintain complex AI workflows, you would have built it yourself. We don't toss you the keys and walk away. We stick around to manage the infrastructure, monitor the outputs, handle API changes, and continually adapt the automation as your business scales.
Why us, not them.
vs. Enterprise Platforms (Workato, Zapier Enterprise)
They're built for companies with dedicated ops teams and six-figure contracts. You need something that works without a full-time engineer babysitting it. We build systems with the same reliability at a fraction of the cost.
vs. DIY No-Code Tools (Zapier, Make)
They move data. We make decisions. Your Zapier zaps break at 2am and you don't know until a customer tells you. Our systems monitor themselves, fail gracefully, and recover automatically.
vs. Traditional Dev Shops
They build what you spec. But you don't know what to spec. That's the problem. We understand the business problem first, then design and build the right solution. You get architecture AND implementation.
vs. AI Consultants
They sell strategy decks and leave you with a PDF. We build the thing. Every engagement ends with running infrastructure, not a slide deck.
Solid lily pads. Smart frogs.
Generative AI is brilliant, but wildly unpredictable. Your business needs reliability, not hallucinations. We build the solid lily pads — deterministic, rules-based infrastructure — so you can safely make the leap with AI.
1. The Lily Pads (Deterministic Engine)
We write entirely modular, reusable scripts and workflows that execute exactly what needs to happen, every single time, without fail. We manage the routing, the logic, state, and the API requests. We never let an AI decide independently if a contract should be deleted or an invoice sent.
2. Eating the Bugs (The AI Brain)
Once the guardrails are up, we inject LLMs strictly as processors to do the messy work traditional software can't handle: interpreting human data, drafting personalized responses, extracting parameters from walls of text, and catching the weird "bugs" (edge cases) for manual review.
Our infrastructure. Your pond.
We do not force you to migrate to a proprietary platform. We build a bulletproof, isolated orchestration layer using our battle-tested core stack (n8n, Supabase, and Modal), and then we wire it directly into the tools your team already relies on.
We eat the bugs so you don't have to.
If your team is spending time on work a machine should do, we should talk. No pitch deck. No Calendly link. Just a conversation over coffee about what's possible.
Let's Talk 🐸