Your ERP already knows the answer. We make it askable.
AI and automation consulting in Minneapolis. We build into the systems you already run, starting with your ERP — because that is where your real data lives, and where most AI projects quietly stall.
Nobody is short on AI ambition. They are short on a place to start.
Leadership knows automation is coming. Pilots get greenlit and budgets go up. Turning that into something that runs inside day-to-day operations is where projects stall.
The companies pulling ahead are not the ones with the biggest budgets. They are the ones that found a concrete place to begin, inside a system they already depend on. For most mid-market and manufacturing businesses that system is the ERP — and manufacturers name legacy ERP integration as the single biggest barrier between a pilot and AI that actually runs the business. That is the barrier we remove.
“Which open purchase orders are past their promise date?”
- PO_HEADERreadPONum, PromiseDate, OpenOrder
- PO_DETAILreadPartNum, QtyOpen, DueDate
- VENDORreadVendorID, Name, Terms
Where AI adoption actually stands
| Figure | Finding | Source |
|---|---|---|
| 74% / 20% | Want AI to grow revenue. Few are doing it. 74% of organisations hope to grow revenue through AI. Only 20% say they already are. | Deloitte, State of AI in the Enterprise, 2025 |
| 3.6× | The gap between scaling AI and piloting it is measurable. Companies that have scaled AI post 3.6× the three-year shareholder return and 1.6× the profit margin of laggards. | BCG, AI Leaders Outpace Laggards, 2025 |
| 82% | Manufacturers are raising AI budgets. The barriers holding those budgets back are a lack of in-house AI expertise (45%) and trouble integrating AI with existing systems (44%). | Rootstock / Researchscape Manufacturing AI Survey, 2025 |
| 55% | Legacy ERP is named the single biggest blocker. 55% point to an ERP that will not connect cleanly to modern AI tools. 73% of manufacturers remain stuck in the pilot phase. | Kaufman Rossin, State of AI in the Mid-Market, 2026 |
Five places we plug in
ERP integration & custom development
SpecialtyProduction-grade read/write integrations with the ERP platforms you already run, plus the AI-agent tooling that lets your team query and act on that data in plain language — saving heavy users several hours a week.
Finance & operations automation
AP and AR invoicing, purchase order handling, and customer remittance — read, matched, and flagged automatically. One AP pipeline cut processing time by roughly 75%.
AI & machine learning
RAG systems for internal documentation Q&A, applied machine learning for forecasting, and copilots shaped around real workflows.
Analytics & reporting
Spreadsheet automation, dashboards, and reporting pipelines that turn scattered exports into numbers you can trust.
Process & adoption consulting
Workflow assessment, staff training, and phased roadmaps — because tools only help if people use them well.
Tell us what your ERP makes hard
Describe your setup and the workflows that eat the most time. We will tell you where automation would pay off first — and where it would not.