AI-built custom software for mid-market
We build custom software that connects the systems you already pay for — then adds the reporting, automation, and insight your team has been missing. Live on your real data in weeks, not quarters.
The differentiator
We use AI to build the custom integration and intelligence layer your business has been missing — unifying your disconnected apps, automating the manual work between them, and turning the result into reporting and answers you can act on.
The Intelligence Layer
Unified, automated, and explained
Read-only by default
We connect to your systems and never write back to your source of truth.
Deterministic math
The numbers are computed in auditable software — AI never touches them.
Built on your live data
Your data stays yours; we connect to what you have, not a copy on our servers.
ERP, accounting, commerce, CRM, fulfillment, and the spreadsheets in between — each holds a piece of the truth, none holds the whole. So the reporting is manual, the reconciliation is manual, and leadership decides from stale exports.
Every system was bought to solve one job; none was built to share.
Your team stitches exports together by hand, every week, every month.
Leaked spend and risk hide in the gaps between systems.
You don't have an internal data team, and off-the-shelf tools don't fit your stack.
Three capabilities, built on top of the systems you already run — assembled to fit how your business actually works.
Connect the disconnected apps
We build custom pipelines between the apps you already run — ERP, Shopify, QuickBooks, HubSpot, ShipStation, spreadsheets — into one unified, normalized data layer. Read-only by default; we never write back to your source of truth.
Replace the manual glue
We replace the recurring manual work — reconciliation, billing, exports, report assembly — with deterministic software. AI handles the ambiguous parts; it never touches the math.
See and question the whole business
We layer dashboards, scenario modeling, and a data-grounded AI assistant on top, so you can see and question the whole business in one place.
An engagement might be integration-and-automation-first or intelligence-first. These are the blocks we assemble either way.
Real-time KPIs, revenue trending, channel segmentation, and period-over-period comparisons — updated automatically.
Your complete cost waterfall — every layer, every variable — in an interactive simulator.
AI-powered sell-through analysis and aging thresholds that give leadership 60–90 days of advance warning.
Customer, product, and channel profitability ranked and visualized so you know where margin actually lives.
A domain-specific AI connected to your live database — answers complex, multi-dimensional questions in natural language.
Model 'what-if' decisions in real time — tariff changes, customer loss, new product lines — with instant P&L impact.
Because we build with AI, you get a working demo on your data in days — and a live platform in weeks, not the 6–12 months a traditional integration takes.
Modeled from real engagements and replicable for companies with a similar systems footprint.
Modeled first-year ROI
5x–15x
return on platform investment
The proof
One needed to see its business (intelligence). One needed to run it without manual glue (integration + automation). We built both.
Needed to see its business
Needed to run it without manual glue
In their words — our realized intelligence engagement
“We went from not looking for clear visibility — looking for any visibility — to real-time executive dashboards in weeks. Way exceeded expectations.”
CEO
Consumer Products Company, $96.5M Revenue
Let's connect them. See what one unified, intelligent layer looks like on your data.