An operations-focused AI implementation partner.
We automate workflows, connect systems, and embed AI where it creates measurable impact for operations-heavy businesses. Fixed-fee engagements. Production over pilots. No hourly retainers.
Our mission
We started Cloudfinch in 2012. For fourteen years we've built custom software for operations-heavy businesses outgrowing their tools — dashboards, portals, internal systems, the unglamorous operational plumbing that runs a business. We've watched technology waves come and go. AI is the first one in a while that changes what's possible inside those workflows, not just around them. So we sharpened what we do around it. Same team, same craft, narrower focus.
Here's what we kept hearing from ops leaders through 2024 and 2025: they'd paid for an AI initiative. Usually a chatbot, sometimes a copilot, occasionally a strategy deck. None of it had changed what happened on a Tuesday afternoon in their operations team. The busywork was still the busywork. The systems still didn't talk. The weekly report still took half a day to assemble by hand.
So we reorganized what we do around that gap. “AI initiative” is the wrong unit of work — the right unit is a workflow, a specific thing your team does thirty times a week that shouldn't require a human. Our opinions after all that are boring and hard-won: ship production, not pilots. Measure by what you eliminate, not what you add. Work fixed-fee, because the moment you bill hourly you start rewarding slowness. Glamorous AI doesn't fix a broken invoicing workflow — but we've been fixing those for a while.
Every engagement runs with a senior team end-to-end — scope through ship. You stay close to the people actually building your system.
Six beliefs behind the work
The philosophy we've arrived at after fourteen years of building operational software. Boring. Hard-won. Works.
Operations is the unit of work, not "AI."
Your problem isn't that you need more AI. It's that your systems don't talk, your people are the glue, and your data never moves. AI is the tool, not the goal.
Workflows, not initiatives.
"AI initiative" is the wrong unit of work. The right unit is a workflow — a specific thing your team does thirty times a week that shouldn't require a human.
Production over pilots.
If it never leaves a demo, it didn't count. We build for production from week one.
Measure by elimination.
Hours back. Headcount-flat growth. Reports that write themselves. What you add is vanity; what you remove is the work.
Fixed-fee aligns incentives.
The moment you bill hourly, you start rewarding slowness. Scope is fixed, price is fixed, the thing ships.
Glamorous AI doesn't fix a broken invoicing workflow.
But we've been fixing workflows like that since 2012. The AI is new. The craft isn't.
Industries we serve
We work across industries where AI creates measurable operational impact.
Logistics
Route optimization, shipment tracking, and supply chain intelligence.
E-commerce
Inventory forecasting, personalization, and order workflow automation.
Professional Services
Document processing, client management, and intelligent scheduling.
Industrial Operations
Scheduling systems, predictive maintenance, quality control, and production optimization — for manufacturers, energy, and utilities.
What we build
Tell us what you're building.
A 30-minute scope call. We'll walk through your workflows, the systems you run today, and where AI actually pays off. If we're a fit, we send a fixed-fee proposal within a week.