We never start with an ERP replacement. We fix the one workflow that costs you the most hours, prove it, then move on.





Inventory counts, costing and machine data run on classic, tested code because errors cost real parts. AI reads drawings, purchase orders and quality notes, and flags defects in inspection photos. Planner dashboards and approval flows ship faster on low-code. Each component gets the right tool.
For a tier-1 automotive manufacturer, our procurement AI validated an alternative alloy from free-text supplier proposals and cut raw material costs 14% in a 12-week, $55,000 build. For field crews, we built an offline-first service platform with ERP sync.

Drawings, pricing, recipes and machine data stay inside your private cloud perimeter. Nothing trains a public model, and SOC2/GDPR-aligned practices apply from the first prototype onward.
You own the repository, integrations and data model. Adding a shift, a line or a whole plant never raises a subscription bill, because there is no subscription.
Screens are designed for tablets, gloves and noisy production cells: large controls, offline tolerance and the fewest possible taps between a job and its status update.
Start with one line or one workflow. The same architecture extends to new lines, sites and modules, from order entry to quality and maintenance, without a rebuild.
$12,000+
One manufacturing workflow, such as order entry, scheduling or inventory visibility, built and proven on your real data in about two weeks. Best for small manufacturers testing custom manufacturing software before replacing spreadsheets or ERP add-ons.
What's included?
Operations Audit: quote-to-shipment map with bottlenecks ranked by hours lost
Prototype Build: one working workflow on your real orders, parts or inventory
Stack Setup: Python and FastAPI foundation ready to extend into production
Findings Report: measured results, risks and the fastest path to production
$35,000+
A production system for your highest-cost bottleneck, integrated with your ERP and deployed for daily use by planners, buyers or the shop floor. This is the tier most small and mid-sized manufacturers choose first.
What's included?
Everything in Plant Prototype: hardened for daily use and deployed in your private cloud
ERP Integration: secure sync with NetSuite, SAP, QuickBooks or your current ERP
Shop-Floor Interface: tablet-friendly screens for operators, travelers and quality checks
Dashboards: on-time delivery, throughput and scrap tracked automatically every day
$75,000+
A multi-module platform spanning orders, production, inventory, quality and suppliers, with AI agents and computer vision where they pay back. Built for multi-line or multi-plant manufacturers replacing a patchwork of spreadsheets and point tools.
What's included?
Everything in Core Plant System: extended across lines, plants and departments
Multi-System Integration: ERP, WMS, EDI and accounting connected through one data layer
AI Modules: document extraction, quality inspection vision and planning assistants
Compliance & Training: SOC2/GDPR-aligned deployment plus onboarding for every team
ERP vendors sell modules built for someone else's plant, and freelancers rarely understand production. You need a team that handles both software and operations.
We choose classic engineering, AI or low-code for each component, so you pay custom prices only where your process is truly unique.
Software follows how your planners, buyers and operators already work, instead of forcing your plant into a generic template.
You see one workflow running on your real orders and parts within 14 days, before approving the full build.
We test every screen with your planners and operators before release, because software the floor ignores saves nothing.
Manufacturing software projects fail when they are sold as one giant ERP replacement. We run them as four short, funded stages, each with a measurable result on your own data before the next one starts.
Step 1
We walk through quote-to-shipment with your team and pick the single workflow where software saves the most hours or margin.
Step 2
That workflow runs on your real orders, parts or inventory within about 14 days, with results you can measure against today.
Step 3
We connect your ERP and other systems, train your team, and run old and new processes in parallel until numbers match.
Step 4
We compare throughput, on-time delivery and hours saved to your baseline, then add quality, maintenance or supplier modules as the next step.
Manufacturers lose margin at the handoffs: between customers and order entry, suppliers and receiving, invoices and payment. These are the operations where we already run production systems and where custom software pays back fastest.
A founder leads every engagement. Their background is in operations-heavy businesses, where software only counts if the floor actually uses it.



Engineering is done by senior developers averaging 5–7 years of experience, with US business-hours coverage from the founders.
Our team answers the questions plant managers and owners ask before funding custom software: where to start, when to keep the ERP and how to get operators on board.
Walk us through one order from quote to shipment. A solutions architect, not a salesperson, will show you where the hours go and which fix pays back first.
One workflow runs on your real data in about 14 days. A production system integrated with your ERP follows in weeks, depending on integrations and data quality, and we commit to a dated plan after the audit. Larger platforms ship in stages, so you get working software every few weeks.
Projects start at $12,000+ for a working prototype of one workflow. A core plant system integrated with your ERP starts at $35,000+, and a multi-module platform at $75,000+. You pay to build software you own, with no per-seat or per-machine fees, and each stage has a fixed scope.
Yes. You own the repository, data model, integrations and documentation outright. No proprietary platform or license fee holds your manufacturing software hostage, so your IT team or another vendor can extend it after launch without starting over. Documentation and runbooks are part of every handover.
Everything runs inside your private cloud perimeter under SOC2/GDPR-aligned practices and a signed DPA. Drawings, customer pricing and machine data never train public models. Access is role-based and logged, and AI components that read documents or images run inside the same perimeter.
Yes. We build around your current stack instead of replacing it, with API integrations to ERPs such as NetSuite, SAP and QuickBooks, plus EDI, accounting and warehouse systems. Where machines or legacy systems have no usable API, we confirm the options during the audit before writing code.
We measure throughput, on-time delivery, scrap, hours saved and error rates against your pre-launch baseline. After handover, you can run the system in-house, keep us for the next module, or call us only when you need changes. There is no mandatory retainer.