Copy-paste operations
People move data between tools by hand — orders into spreadsheets, invoices into accounting, leads into the CRM. Every week, forever.
Business automation & AI
Manual work that disappears.
We build automation and AI features that run in production: integrations, workflows, document processing, internal tools. Not demos, not notebooks — systems your business runs on every day.
The problems that bring people to us.
The Monday report ritual
Someone spends half a day assembling numbers that already exist in three systems. Then does it again next Monday.
Documents, processed by eyeball
Invoices, contracts, and forms get read and retyped by a human who has better things to do.
The AI pilot that never shipped
You tried a chatbot or an LLM prototype. It demoed well. Then it met your real data, and nothing happened.
Systems that do the work, not demos of them.
Workflow automation
Approvals, notifications, data sync, scheduled jobs. The unglamorous plumbing that quietly saves 20 hours a week.
Document processing
Invoices, contracts, and forms turned into structured data with AI extraction — with human review where it matters.
Systems integration
CRM, ERP, accounting, e-commerce, logistics — connected through APIs that don't break at 2am.
Internal tools
Dashboards and admin panels built around your process, instead of forcing your process into another SaaS.
Applied AI
LLM features grounded in your data: support drafting, search, classification, extraction. Practical AI, not demos.
Reporting pipelines
The numbers you check every week, computed and delivered automatically. No more Monday ritual.
Are we your people?
You're in the right place if…
- You can name a process that eats real hours every week
- You want a running system, not a strategy deck
- You have budget set aside — or a clear ROI case for it
- You'd rather fix one painful workflow well than boil the ocean
We're not the partner if…
- You want an "AI transformation roadmap" presentation
- You need a chatbot because a competitor has one
- You can't give us access to your own systems or data
- The process changes weekly and nobody owns it
Asked on every first call.
Do we actually need AI for this?
Often, no. Most valuable automation is boring: APIs, queues, scheduled jobs. We use LLMs where they genuinely help — unstructured text, classification, extraction — and we'll tell you when plain code is cheaper and more reliable.
How do we know it's worth the money?
That's what the Discovery Sprint is for. We count the hours the process costs you, price the fix, and show you the payback period. If it doesn't pay back in a reasonable time, we tell you not to build it.
We already use Zapier or n8n. Why hire you?
Great — that's often the right tool, and we'll say so. You hire us when the workflow outgrows no-code: error handling, retries, monitoring, edge cases — the moment a silently failed zap starts costing you money.
What happens after it ships?
Every automation ships with monitoring and an included support period. Then you take it in-house — the code is yours — or keep us on a small retainer for changes and the next workflow.
Start a conversation.
Tell us about your project. We read every message and reply within one business day.