ERP-Agnostic AI Automation Platform
AI automation for businesses that don’t run a big ERP.
Start From What You Already Have
We don't ask a smaller manufacturer to adopt a new system of record before the automation can begin. We map the workbooks, the paper traveler, and the shared inbox you already run on directly into a canonical data model — Order, Item, Supplier, Work Order, Employee, and Invoice — through a one-time upload, a watched shared-drive folder, or a monitored email inbox.
Ten Connected Value Chains
Every automation we build follows the same disciplined shape: a deterministic backbone doing most of the work, with a single, narrow, genuinely justified AI step at the one point that needs one. All ten value chains share the same underlying data layer, so the second automation is materially cheaper to build than the first, and the tenth cheaper still.
Built on Open-Source, Never Locked to a Per-Seat License
The toolkit behind every automation is open-source and self-hostable — visual workflow orchestration, a self-hosted language model sized to run on ordinary hardware, and dedicated forecasting and computer-vision libraries — so the platform's cost structure is hosting and support, never a growing stack of per-seat software licenses.
Email is already where your business works.
A shop with no ERP has an inbox, not a dashboard habit. Every decision our automations surface — a supplier comparison to approve, a flagged invoice discrepancy, a shortlisted resume, a capital-replacement recommendation — arrives as a specific, self-contained email with a one-line way to respond, so nobody has to learn a new tool to stay in the loop. Slack, Teams, or a lightweight dashboard can be added later, on top of the same underlying automation, whenever it's genuinely wanted.
Hosted. Maintained. Continuously Improved.
We run the platform as a multi-tenant service: your data lives in its own isolated schema, never pooled with another customer's, while the shared toolkit and its maintenance cost are spread across every tenant we serve. You get the value of a modern automation stack without hiring the person who patches it, watches it, and keeps its models current.
Built Around Payback, Not Hype.
We start with a scoring exercise across your own ten value chains — the size of the cost gap, how cleanly the data already exists, and how quickly a pilot can prove itself — because small manufacturers make capital decisions on payback period, not a theoretical ROI model. Every automation after the first runs through the same four-question test that qualified the first one, so the platform never drifts into automation for its own sake.
- 30Days
Canonical Data Layer
Data foundation ingestion & mapping
- Mapping existing workbooks, paper traveler logs, and shared inboxes
- Establishing the 6 core entities: Order, Item, Supplier, Work Order, Employee, Invoice
- Watched folders and email ingestion pathways configured
- 60Days
Deterministic Automation Core
Rule-based workflow orchestration
- High-reliability deterministic logic implemented for core handoffs
- Email-based human approval workflows deployed
- Self-contained decision summaries delivered to user inboxes
- 90Days
AI Component & Shadow-Mode Validation
Targeted model layering & live verification
- Single narrow AI model applied to the specific prediction or extraction bottleneck
- Shadow-mode validation running alongside existing manual processes
- Payback verification and formal handover to ongoing managed hosting
No forced ERP purchase
The same ten value chains, built from what you already run on today.
Honest sequencing
We tell you upfront which value chains show value in weeks and which genuinely need a year of accumulated history first.
A clear responsibility split
You keep making the business decisions and running your existing workbooks day to day; we host, maintain, and continuously improve everything underneath them.
“Small and mid-size manufacturers with no ERP, or one too thin to build serious automation on top of, who want the same value connecting sales, production, and finance that a large enterprise gets from a big ERP AI rollout — without the ERP, the licensing, or the in-house team to run it.”
Bring your spreadsheets and your inbox. We'll build the rest.
Tell us what you run today. We'll help identify the right path.