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Secure AI virtual data roomsCustom software for Cincinnati — built the AI-native way.
We pair senior engineers with an AI-accelerated delivery model to ship custom software for Cincinnati's consumer-products, fintech, and healthcare operators — without the fragile output that gives AI a bad name.
AI changed the economics of custom software. We rebuilt our process around it.
Cincinnati anchors a strong consumer-products, fintech, and healthcare market — with deep enterprise engineering demand from P&G, Kroger, Fifth Third, Cincinnati Children's, and a growing B2B SaaS scene. Senior hires are six figures, months out, and picked over by Fortune-500 employers and the venture-backed challengers around them. AI changes the math, but only when senior people own the parts AI gets wrong.
On a Cincinnati consumer-products, fintech, or healthcare build, AI handles the repetitive 70% — schemas, scaffolding, CRUD, dashboards, glue. The 30% AI gets wrong is the part Fortune-500 procurement, your bank examiner, or compliance team will catch: SSO claim assumptions on a nested AD group, cardholder data accidentally landing in logs, PHI access without audit trails, and integration with mainframe-era systems AI invents instead of reads. Raw AI output ships those silently.
We build for Cincinnati operators — consumer-products and retail platforms shipping into P&G- and Kroger-scale ecosystems, fintech and banking tools, healthcare and provider-side platforms, B2B SaaS shipping into mid-market buyers, 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: PAN logged in plaintext on an error path → tokenized + scrubbed + log-content test// ✓ merged: SSO group-claim handling for nested AD groups, audit-logged PHI access with reason captureOn a Cincinnati consumer-products or fintech build, the failure modes are cardholder data in logs, SSO assumptions, and missing audit trails. Senior review catches them before procurement, a QSA, or a HIPAA review does.
What we build for Cincinnati companies.
eCommerce & marketplaces
Storefronts, marketplaces, and merchant tools built for conversion and scale.
Fintech & payments platforms
Customer-facing apps, ledgers, and risk pipelines for regulated, data-heavy products.
Healthcare & HIPAA-ready apps
Patient-facing portals, clinician tools, and care-coordination platforms built to HIPAA from day one.
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.
Internal tools & copilots
Operations tooling that replaces the spreadsheet-and-tribal-knowledge workflow.
A senior team that moves at AI speed.
You work with senior engineers in Eastern Time who own architecture, enterprise-grade quality, and integration with legacy systems — fitting into a downtown Cincinnati Fortune-500 cadence, a Mason fintech standup, or a Blue Ash SaaS PR review — not a junior pool with raw AI output bolted on.
Cincinnati's senior engineering pool is concentrated around P&G, Kroger, Fifth Third, and Cincinnati Children's — three-to-six months to hire and quietly poached by remote coastal roles. An AI-native team gets you shipping this week, flexes monthly, and doesn't need a downtown office.
Talk to an engineerTraditional Cincinnati 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 Cincinnati teams.
Do you work with Cincinnati companies?
Do you ship into Fortune-500 procurement and security review?
Can you integrate with our SSO, ERP, and core banking systems?
Is AI-built software production-ready?
Will we own the code?
How fast can we start?
Can you work with our existing team?
More from DEV.co
Cincinnati teams usually need more than one kind of build. These are the practices behind the work above.
Let's build it — Cincinnati.
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.