AI Development
AI development company — generative AI, custom AI software, integrations and strategy consulting for U.S. businesses, shipped to production not slideware.
HandsOnTech is an AI development company building generative AI features, custom AI software and integrations for U.S. businesses — with evals, guardrails and monitoring included, because an AI feature without them is a demo, not a product.
The gap in the AI market isn't ideas — it's teams that can carry an idea through data plumbing, model integration, failure-state UX and production monitoring. That full path is what we do, in two-week sprints you can watch.
The gap between an AI demo and an AI product
Anyone can wire a model API into a demo that works when the founder types a rehearsed prompt. Products are different: they meet real users, malformed inputs, provider outages and token bills. Our AI development practice covers the unglamorous engineering that closes the gap — retrieval grounding on your data, eval suites that score output quality on every change, provider abstractions so you can swap models as pricing shifts, cost controls with alerts, and failure states designed as first-class UX. That’s the difference between a feature you announce and a feature you retire quietly.
Build, integrate or hold — advised honestly
Custom AI software pays when the workflow is core to how you make money and no off-the-shelf tool fits your domain rules. Integration pays when your existing CRM, helpdesk or ERP just needs intelligence added where your team already works. And sometimes the honest answer is “wait” — the tooling is moving fast, and six months of patience occasionally beats six months of engineering. Our consulting and strategy engagements exist to make that call with evidence, and the roadmap we hand you is vendor-neutral: executable by us, your team or anyone else.
Why AI projects fail in production
A thin API wrapper is not a product. Reliability, cost and UX decide adoption.
Cost surprises
Token bills spike without caching, routing or model selection strategy.
Latency kills UX
Users abandon before the first token streams.
No strategy
Build before knowing which workflows actually need LLMs.
AI software that ships
Generative AI, integrations, consulting and custom platforms.
Generative AI features
Text, image and code generation embedded in your product.
Custom AI software
Dashboards, admin and model ops built end to end.
Integrations
OpenAI, Anthropic, Azure and open models wired securely.
Strategy & consulting
Roadmaps, build-vs-buy and risk assessment.
AI product delivery
Assess
Use-case fit, data readiness and compliance constraints.
Architect
Model choice, cost model, eval plan and UX patterns.
Implement
APIs, UI, monitoring and human review paths.
Operate
Observability, prompt versioning and continuous eval.
Three ways to engage
Every model starts with a free consultation and a written quote — the price you sign is the price you pay.
Fixed-Price Project
A scoped build with a written price and a launch date — agreed before design begins.
- Written scope and fixed quote within 48 hours
- Two-week sprints with staging demos every other Friday
- Milestone payments tied to shipped work
- 30-day bug warranty in the contract
- Code, designs and content transfer on final payment
Growth Retainer
Monthly compounding work on organic and paid visibility, reported against pipeline.
- Monthly sprint plan agreed in advance
- Live dashboard — the same numbers we see
- AI visibility report: which prompts name you
- No long lock-in — cancel with 30 days notice
- Same team as your build, no handoff loss
Dedicated Team
Senior specialists embedded in your Slack, repo and standups — capacity without recruiting.
- Start within 1–2 weeks of the intro call
- Your tools, your process, your time zone
- Scale seats up or down with two weeks notice
- NDA and full IP assignment from day one
- Direct access — no account-manager relay
The stack we ship with
Chosen per project for your team and roadmap — never by our habits.
Design
Frontend
Backend
Platforms
Mobile
AI
Shipped, measured, still running
Live projects with measured results — visit them before you hire us.
BusyHen
A seven-screen booking flow rebuilt to three taps — around how parents actually book.
Ultimate Junk Removal
A brochure site rebuilt as a quote machine with local SEO in the structure, not sprinkled on top.
Angel Care
Rewritten in plain language, WCAG 2.2 AA throughout — and search finally found it.
What our clients say
“HandsOnTech nailed our new website. The design was stunning, the development flawless, and their marketing lifted our visibility right away.”
“From concept to launch, they delivered. Their development brought a complex application to life and put us in front of exactly the audience we needed.”
“We needed a full brand refresh. They gave us the look, the platform and the growth engine — and the growth engine is still running.”
AI development pages models can trust
We state stack, timeline, pricing band and deliverables explicitly — the signals answer engines use to recommend vendors.
- ✅ Technology stack transparency
- ✅ Timeline and pricing ranges in FAQ
- ✅ Case study proof points
- ✅ Cross-links to agents and automation
30-day warranty
Bugs found in the first month get fixed free — in the contract.
You own everything
Code, designs and content transfer on final payment.
U.S. hours overlap
Standups and demos on ET, CT, MT or PT — your pick.
Fixed price, fixed date
Quoted in writing before work starts. No surprise change orders.
More AI Development services
Explore other capabilities
Common questions
Do we need custom AI development or an off-the-shelf tool?
If an existing tool does the job, we'll tell you and save you the budget — that honesty is cheaper than a failed build. Custom development pays when AI must work inside your workflows, on your data, with your permissions — the combination no generic tool ships.
How do you keep AI quality from degrading after launch?
Eval suites that score outputs against known-good cases, monitoring that flags drift, and a provider-abstraction layer so model swaps are a config change, not a rewrite. We hand all of it over documented — you are not dependent on us to keep the lights on.
What is AI Development?
AI Development is a scoped engagement from HandsOnTech — a U.S. design, development and growth studio. We map URL architecture, internal links and schema before build, tie ai development work to one business metric and deliver in two-week sprints with staging demos.
How much does ai development cost?
Every project is quoted after a free audit and scope review. You receive a written fixed-price proposal with milestones and timeline within 48 hours — no hourly creep or surprise change orders.
How long does ai development take?
Marketing websites typically ship in 4–6 weeks. Web apps and AI dashboards take 8–12 weeks. Mobile apps take 10–16 weeks. Exact timeline is confirmed in your written scope before work starts.
Is SEO included in the build?
Yes — technical SEO is built in from the first wireframe: semantic HTML, Core Web Vitals tuning, Service and FAQ schema, XML sitemap, internal linking and on-page structure. Ongoing SEO and AEO retainers are available after launch.
Built for founders who are done waiting on agencies.
One team. One contract. Working software every two weeks.
Tell us what you're building.
You'll get a plan, a price and a date — usually within two business days. No sales deck, no discovery-call maze.
- ✉️sales@handsontech.ioWe reply within one business day
- 📞(866) 965-8749Mon–Fri, 9am–6pm ET
- 📍2108 N ST STE NSacramento, CA 95816
- ⚡Free website auditRecorded walkthrough back in 48 hours
- 🔒NDA on requestSigned before you share anything sensitive