Custom AI Applications, From Architecture to Launch
Some problems deserve more than a workflow — they deserve a product. We design and build custom AI applications end to end: customer-facing AI features in your SaaS, internal platforms that become your company's operating system, and standalone AI products taken from idea to launch.
Full-stack means full-stack: Next.js and React frontends, Node/Python backends, Supabase/PostgreSQL data layers, and Claude/GPT intelligence — engineered as one system with evaluation and monitoring built in.
Sound familiar?
Duct-taped internal tools
The business runs on spreadsheets and scripts that were temporary three years ago.
AI product ideas stuck at idea
You can see the product; hiring an AI-capable team to build it is a year-long detour.
Agencies that hand off and vanish
Code delivered, context lost, every change a new negotiation.
What we build
Product & system architecture
Data model, AI layer, integrations and infrastructure designed before code.
Full-stack build
Frontend, backend, database and AI orchestration shipped in weekly increments.
Evaluation & guardrails
AI behavior tested, constrained and monitored like any other production system.
Deployment & handover
Cloud deployment, documentation and optional ongoing engineering partnership.
Outcomes clients measure
- A production application, not a prototype with disclaimers
- AI capability shipped without building an in-house ML team
- Systems your company owns and can extend
How we work
Every engagement follows our six-stage process — Discovery, Architecture, Implementation, Testing, Launch, Optimization — with weekly demos so you see progress, not promises. Read more about how we deliver and why teams choose Ignifer Labs.
Frequently asked questions
What does a typical build cost and take?
Focused internal tools ship in 4–8 weeks; fuller products in 2–4 months. After discovery you get a fixed-scope proposal — we don't do open-ended hourly builds.
Who owns the code and IP?
You do, entirely — repositories, infrastructure and documentation are handed over in your accounts.
Can you take over an existing half-built project?
Often, yes. We audit the codebase first and tell you honestly whether to continue, refactor or restart.
Industries we apply this in
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Learn moreRelated work & further reading
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