Generative AI Application Development
A prompt in a text box is not a product. We build the full application around the model: the interface, the data layer, cost controls, safety filters and the evaluation loop that keeps quality from drifting.
Sound familiar?
- Your product needs an AI feature and your team is at capacity
- Prototype costs per user look alarming
- Output quality swings from one model update to the next
- Security review keeps blocking the launch
What we build
- AI copilots embedded in your SaaS product
- Document generation, extraction and review workflows
- Streaming chat and voice interfaces
- Prompt caching and model routing to control cost
- Input and output safety filters, with PII redaction
What you get
- Production application and source code
- Prompt and model version registry
- Cost dashboard per feature
- Security and data-flow documentation
See how this could work: Conversational Shopping Assistant for an Online Retailer
Questions
Do we own the code?
Yes. You own everything we write for you, including prompts, evaluation sets and infrastructure code.
Can you work with our in-house team?
That is often the best setup. We pair with your engineers so the knowledge stays after we leave.
How do you control LLM costs?
Prompt caching, routing cheap tasks to small models, tight context, batching and per-feature budgets with alerts. Try our LLM cost calculator for a first estimate.
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Learn more →Have an AI idea? Get a straight answer on whether it will work.
Thirty minutes with an engineer, not a salesperson. You leave with a verdict, a rough scope and the next step, whether or not you work with us.