AI for operations. Built for 10–100 person teams.
Less manual work. Faster workflows. Software that gets smarter.
Your team shouldn't be copy-pasting between tools. Your CRM should be talking to your billing system, your docs should update themselves. Tell us where the friction is and we'll tell you where AI pays off.
App Performance
99.2%
+18%AI Accuracy
96.8%
+12%Deploy Speed
2.4x
+0.5%A 30-minute scope call.
No slides, no demo, no sales script. A working conversation about your workflows, the systems you run, and where AI actually pays off. If we're a fit, we follow up with a fixed-fee proposal within a week.
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.
Three ways we create operational leverage
Most operations problems aren't “we need more AI.” They're “our systems don't talk, our people are the glue, and our data never moves.” These three services fix that.
Automation & Integration
Replace manual handoffs and fragmented systems with connected workflows. Your CRM talks to your billing system. Approvals move automatically. Data flows end-to-end.
- CRM → invoicing → accounting automation
- Document intake, classification, and routing
- Approvals and exception handling across systems
Embedded AI Features
Add intelligence to the software you already use. Natural language search, document understanding, recommendations, and summaries — without replacing anything.
- Natural language search across existing data
- AI summaries, extraction, and classification
- Copilots for internal operations teams
Custom Applications
When off-the-shelf tools stop fitting, we build internal tools and operational software designed around how your business runs — with AI where it creates leverage.
- Operational dashboards with predictive signals
- Client portals with auto-classification
- Internal tools when SaaS stops fitting
Assess. Build. Ship. Optimize.
Every engagement follows the same arc — starting with a scope call, ending with ongoing optimization. No surprises, no black-box projects.
Assess
We start with a 30-minute scope call: a working conversation about your workflows, the systems you run today, and where AI actually pays off. If we are a fit, we follow up with a fixed-fee proposal within a week.
Book a scope callMost AI budgets are funding one of four bad options.
Here's where we see AI spend going in 2026. Cloudfinch is the fifth option.
Them
Cloudfinch
Where we do our best work.
We turn down projects that aren't a fit. Here's how we read one.
We're a fit if you're
Not a fit if you want
What operations teams feel after we ship.
Ranges from engagements since 2012. Your number depends on the workflow — we'll put a real one on the scope call.
10–20+ hours/week back
Per team, from the workflows we automate first. The repetitive stuff your people shouldn’t be doing.
30–40% less operational load
When we consolidate the tools and connect the systems, whole categories of manual work disappear.
Hours, not days, on handoffs
Approvals, document routing, and exception handling stop waiting on someone’s inbox.
Headcount-flat growth
Volume goes up without the ops team going up with it. That’s the math that usually pays for the engagement.
Numbers from shipped work.
These aren't projections. They're before/afters from engagements we've delivered since 2012.
Building custom software since
Saved per client on manual tracking
Operational workload after consolidation
From kickoff to live MVP
“The custom scheduling system Cloudfinch built replaced three separate tools and cut our operational workload by 40%. Worth every penny.”
“Cloudfinch delivered our logistics platform's MVP in just four weeks. We went from manual Excel tracking to automated route optimization — saving 15 hours a week.”
Common questions, straight answers.
Everything you need to know about working with us. Still have questions? Book a call.
With a 30-minute scope call. We walk through your workflows, the systems you run today, and where AI actually pays off — not a sales pitch, a working conversation. If we're a fit, we follow up within a week with a fixed-fee proposal for the Project. If we're not a fit, we tell you and point you somewhere better.
No. It's a diagnostic — we're trying to figure out whether there's a real workflow worth automating and whether we're the right team to build it. If the problem isn't ready yet, we say so. If it's outside what we do well, we say that too.
Most Projects run 2–8 weeks. Smaller automations ship in 2–3 weeks; custom applications up to 8 weeks. You see working software every week — no 3-month silence.
Yes. Most of our work is connecting, automating, and adding intelligence to systems you already run. New applications only when your existing stack genuinely can't support the workflow.
Through the Retainer — $1k/month for monitoring, model tuning, cost optimization, and new automations. Optional, but most clients stay on because AI systems drift and business needs evolve.
Yes. Every Project is fixed fee once scoped. No hourly retainers — every engagement ships something. Projects start at $2k. We price yours on the scope call.
Latest from our blog
Practical strategies for leveraging AI and automation in operations-heavy businesses.
Tell us what you're building.
A 30-minute scope call. We'll figure out where AI actually pays off for your operations — or tell you honestly that it doesn't, and save you the cycles.