AI in manufacturing
We are software developers with deep manufacturing ERP experience. We web-enable the systems your plant already runs on, then AI-enable them, so the work changes without a rip-and-replace.
Transform manufacturing ERP
Turn the ERP you have into a web-based, AI-enabled platform. Configurator, order management, EDI, and the agentic workflows on top.
Explore manufacturingArchitect the Agentic AI workforce
Agentic AI fundamentally changes the work. We design the future workforce for real business outcomes, led by humans.
Read our approachMobile apps, AI agents, dev tools
New mobile apps with AI inside, AI added to the app you already have, voice agents, and tools that connect developers to AI models.
See what we buildThe ERP you run today becomes the web and AI platform you run tomorrow.
Most manufacturers do not need a new ERP. They need the one they have to be reachable from a browser and a phone, connected to partners, and able to hand routine work to AI agents. That is the work we do, in the order that keeps the plant running.
Map the work
We walk your order flow from quote to invoice with the people who run it. Make-to-order, configure-to-order, engineer-to-order, make-to-stock, and the messy mix in between.
Web-enable the ERP
Order entry, configuration, pricing, status, and partner data move to the web and mobile, on top of your existing system of record. Cloud or on-premises, same software either way.
AI-enable the ERP
AI reads the inbound PO, configures the product against your rules, prices it, checks stock and lead time, and drafts the acknowledgment. Your people review and approve.
Run agentic workflows
Agents own whole tasks end to end: expediting, exception handling, supplier follow-up, customer status. Humans set the goals and hold the approvals.
Software we built and shipped to manufacturers
Before AI, we built the manufacturing software itself. That is why we know where the work actually lives.
Configurator, order management, and EDI running against Epicor ERP and M2K ERP as the system of record, so orders, BOMs, pricing, and inventory stay in one place.
Agentic AI fundamentally changes the work.
We help companies architect the future workforce for real business outcomes. Not a chatbot bolted to the side, and not a human waiting in a loop to click approve. People paint the future and lead it. Agents do the work that gets them there.
People set the goals and own the outcome
We start with the people who run the business and the results they are accountable for. The technology is designed around their judgment, not the other way round.
Agents own whole tasks, humans hold the approvals
An agent that only suggests is a slower assistant. We give agents the tools, the data, and the guardrails to finish work, with approvals where the risk actually sits.
Measured in orders, hours, and cash
Faster quotes, fewer invalid orders, shorter cash cycles, less time on the phone chasing status. If it does not move a number your business tracks, we do not build it.
Greater technology, inspired by the people who will use it.
We are a team of software developers. Everything below is work we do ourselves, from the first workshop to the app store or the production server.
Web & AI-enabled manufacturing ERP
Configurator, order management, EDI, and agentic workflows layered onto the ERP you already run. For manufacturers and utilities.
Mobile apps with AI inside
Native iOS and Android apps where AI is part of the product: camera understanding, voice, personalized coaching, and offline-safe sync.
Example: HealthyPantry
AI-enable the mobile app you have
Add a voice assistant, natural-language search, or camera intelligence to an existing app without rewriting it. We meet your codebase where it is.
Swift · Kotlin · React Native · Flutter
AI agents and voice agents
Agents with a persona, a voice, a knowledge base, and the tools to act. Deployed to your customers, your field teams, or an open agent marketplace.
Example: ProAssist AgentHub
Tools for developers working with AI models
Products that connect developers to coding agents and AI models: remote control, notifications, terminal mirroring, model integrations.
Example: MobileCoder
Integration and data
EDI, APIs, and Model Context Protocol servers that give agents safe access to ERP, CRM, and partner data, with an audit trail on every action. We have integrated with Epicor ERP and M2K ERP.
Epicor ERP · M2K ERP · EDI · REST · MCP · AWS
What "AI-enabled" looks like in a shipped app
HealthyPantry started as a nutrition tracker. We made AI part of the product, so the same things you would type or tap can now be scanned, spoken, or simply asked.
- Log meals with a green, yellow, red indicator. Scan the barcode or the ingredient list, and each meal shows its quality at a glance, with recall warnings and the user's own allergens flagged.
- Camera reads the ingredient list. Point at the package, hear "contains milk and wheat, both on your list."
- A voice coach that knows the user. Meals, water, exercise, weight, mood, and allergies are all in context. "I ate a banana" logs it.
- Proactive, not just reactive. "You haven't logged water today." Insights come from the user's data, not generic tips.
- Production cloud behind it. AWS Lambda, S3 image pipeline, HealthKit integration, and an admin console for recalls and categories.
Bring your hardest order, or your oldest screen.
Tell us what your ERP, your app, or your team is fighting with. You will talk to the developers who would do the work, not a sales desk.
Straight answers
What does AI in manufacturing actually do?
It reads the signals your plant already produces, from equipment, materials, quality, and demand, and turns them into earlier warnings and faster decisions. We layer it onto the ERP and planning systems you already run. Read how AI works inside the plant.
What does "led by humans, not just human-in-the-loop" actually mean?
Human-in-the-loop usually means a person clicks approve on everything an AI suggests, which is slower than doing it yourself. Human-led means your people set the goals, agents complete whole tasks, and approvals sit only where the risk is: pricing exceptions, credit, commitments to a customer.
Which industries do you work in?
Manufacturing first, including configure-to-order and engineer-to-order shops, and utilities. Our mobile, agent, and developer-tool work spans consumer health, retail, and software teams.
Cloud or on-premises?
Either. Our manufacturing software runs identically in the cloud on a monthly subscription or on your own servers, and you can move between them when your business needs change.
Who does the work?
The engineers you meet on the first call. We are a small team of experienced developers, and we do not hand projects off.