Every business has its own annoying, time-wasting processes. We build small, targeted AI that fixes them in your systems.
Other companies say: "Here's our product, change your workflow to fit it."
We say: "Tell us the work you hate. We'll build the AI that does it — in your systems, on your data, your way."
We spend a call or two mapping your workflow. We pinpoint the exact tedious repetitive tasks (sorting, data entry, extraction) that drain your team's time.
We pick the right approach for your pain — mostly OCR, classification, and targeted extraction. Designed to fit the formats, reports, and tools you already use.
We customize the AI to your specific formats, reports, rules, and edge cases. We include the first month of usage costs so you can see real numbers upfront. Ongoing usage is transparent and estimated during the first phase.
We ship a working version in 1-3 weeks (depending on customization complexity). One month of support and tuning on your real data is included until it's consistently hitting high success rates with only minor adjustments.
We fix expensive but mundane pains with targeted custom AI: OCR, data extraction, sorting, pre-filling, and workflow organization. These cards are capability examples — not products we ship as-is.
Example of what we can build for claims teams: AI that reads damage photos and pre-fills verification forms so adjusters spend less time on manual data entry.
See it → Field servicesExample of job intake and sorting logic we can build for field service: classifies requests and organizes the workflow so small teams stop losing track of work.
See it → Property mgmtExample of message sorting we can build: triages tenant requests, handles routine ones automatically, and surfaces only what needs a person with context.
See it → Finance & opsExample of invoice bookkeeping automation we can build: extracts data, matches records, flags issues, and organizes everything for approval.
See it → Your industry, your AIDon't see your industry? We don't sell pre-built products. We build small, targeted custom AI that fixes the specific sorting, tracking, OCR, or data entry headaches that actually waste your team's time.
Start a conversation →These are our design targets based on the framework. Real case studies with named clients will publish here after our first 3 deployments.
A call or two to map the exact tedious tasks. We focus on the repetitive sorting, data entry, or extraction that actually costs your team time — no week-long onsite required.
We build a focused solution that matches your specific reports, output styles, and existing tools. Reduces the manual drudgery while fitting how you already work.
We deploy a working version. One full month of support and tuning on your real data is included so it reaches high success rates with only minor customizations based on actual usage.
Frontier AI usage costs for the first month are included in the build. We break down ongoing estimates during the first phase so there are no surprises.
Builds include 1 month of support and tuning to high success rates. Frontier AI usage for the first month is included (we estimate it upfront). Local/on-prem options available on hardware you provide. 1-3 weeks typical depending on customization scope.
We deliver a fully working, customized solution that performs the agreed tasks on your data, in your formats, and integrated with your systems. During the included support period, we tune it on your real usage until it consistently hits the performance targets we define together. If it doesn't meet the agreed criteria after tuning, we continue at no extra cost until it does. You own all code and integrations.
This is custom development work. Fees are for resources allocated and work performed; they are non-refundable once the project begins. Our guarantee is delivery of a functional product that works for you — not a refund.
No demos. No sales calls. Just tell us what's eating your team's time. We'll come back with a plan and a price in 48 hours.