Custom software for Toledo — built the AI-native way.
We pair senior engineers with an AI-accelerated delivery model to ship custom software for Toledo's manufacturing, automotive, and supplier-ecosystem operators — without the fragile output that gives AI a bad name.
AI changed the economics of custom software. We rebuilt our process around it.
Toledo anchors a strong advanced-manufacturing market — home to Stellantis Jeep, a deep auto-supplier ecosystem, Owens-Illinois and the broader glass-manufacturing cluster, and First Solar's nearby footprint. Senior hires are six figures, months out, and picked over by OEMs, suppliers, and the smaller venture-backed bench. AI changes the math, but only when senior people own the parts AI gets wrong.
On a Toledo manufacturing or automotive build, AI handles the repetitive 70% — schemas, scaffolding, CRUD, dashboards, glue. The 30% AI gets wrong is the part shop-floor operators, OEM quality engineers, or your supplier-of-record will catch: race conditions on a shop-floor write, time-zone bugs in supplier integrations, traceability gaps that fail at quality review, and integration with legacy MES or supplier-EDI systems AI invents instead of reads. Raw AI output ships those silently.
We build for Toledo operators — supplier portals and shop-floor apps for automotive tier-one and tier-two manufacturers, glass and solar manufacturing tools, traceability and quality platforms, B2B SaaS shipping into the auto-supplier ecosystem, and modernization of decades-old enterprise stacks. Our model: AI handles scaffolding and the repetitive 70%; a senior engineer owns architecture, security review, and signs off on every change.
AI writes the first draft. A senior engineer signs off.
Every change runs through review for security, tests, and architecture before it ships — that review is the product.
const draft = await ai.generate(spec) // minutes, not daysreview(draft, { security: true, tests: true, architecture: true })// ✗ rejected: concurrent shop-floor write without atomic update → CAS + retry + concurrent-write test// ✓ merged: ordered-event reconstruction for out-of-order supplier EDI, traceability event on every operationOn a Toledo manufacturing or auto-supplier build, the failure modes are concurrent-write races, out-of-order supplier EDI, and traceability gaps. Senior review catches them before an OEM quality review or a line stoppage does.
What we build for Toledo companies.
MES, IIoT & production software
Shop-floor systems, plant analytics, and supplier portals that connect old machines to new tools.
Mobility, telematics & connected vehicle
Vehicle data pipelines, fleet apps, and driver-facing tools built for safety and reliability.
Supply-chain & ops platforms
Routing, dispatch, inventory, and visibility tools that replace clipboards and spreadsheets.
Modernization
Move legacy systems onto a modern, maintainable stack — incrementally, no big-bang.
SaaS platforms
Multi-tenant products with auth, billing, and dashboards — MVP to scale.
AI applications
Copilots, RAG, search, and agents grounded in your data, with guardrails and evals.
A senior team that moves at AI speed.
You work with senior engineers in Eastern Time who own architecture, manufacturing-data quality, and integration with PLM and supplier-EDI — fitting into a downtown Toledo supplier-engineering rhythm, a Maumee operations standup, or a Perrysburg manufacturing PR review — not a junior pool with raw AI output bolted on.
Toledo's senior engineering pool is concentrated around Stellantis and its supplier base, Owens-Illinois, and a smaller venture-backed bench — three-to-six months to hire and quietly poached by Detroit and remote coastal roles. An AI-native team gets you shipping this week, flexes monthly, and doesn't need an office in downtown Toledo.
Talk to an engineerTraditional Toledo dev shop vs. AI-native.
| Traditional Agency | DEV.co (AI-native) | |
|---|---|---|
| Time to working software | Months | Days to weeks |
| Cost | Full senior rates, all hours | Lower — AI removes the rote work |
| Code quality | Good (if senior) | Same bar — every change reviewed |
| AI risk | — | Contained by senior review + tests |
| You own the code | Usually | Always — full repo on day one |
| Scales with you | Slow to staff up | Flex up or down monthly |
Common questions from Toledo teams.
Do you work with Toledo companies?
Do you work with auto-supplier EDI, PLM, and MES systems?
Can you build for AS9100-like quality and traceability environments?
Is AI-built software production-ready?
Will we own the code?
How fast can we start?
Can you work with our existing team?
Let's build it — Toledo.
Tell us what you're shipping. We'll give you a senior engineer's read, an honest timeline, a fixed quote, and tell you whether AI-native is the right fit for your build.