We design and ship AI assistants, agents and automation, plus the web apps they run in, from a prototype on your data to production.
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in your product
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You can request a refund within 14 days of purchase, from Billing → Orders.
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The AI, and the product it lives in. Hire us for one, or both on the same project.
AI that does a real job. We scope the job first, prove it on your own data, then ship it with evaluations, cost limits and guardrails, so it keeps working after launch.
Each one starts as a question about your business, not about a model.
“Can customers get answers at 2 a.m.?”
Answers from your help docs with sources, and hands the hard cases to a person.
“Our team retypes PDFs all day.”
Reads invoices, forms and contracts into structured data, with checks before anything is saved.
“Nobody can find anything in our wiki.”
One search box over your documents, tickets and drives, respecting who can see what.
“Leads arrive with half the details.”
A guided conversation that turns a vague enquiry into a clear brief. We run one on this site.
“Our product needs AI, done properly.”
Summaries, drafting, classification and smart search, added to the product you already have.
“We’ve outgrown our spreadsheets.”
A web app, portal or dashboard built around how your team works, ready for AI when you are.
AI that works in a demo often fails on real data. Testing against real cases is a stage of its own, not an afterthought.
The job, the data it needs and what “good” means, written down before anything is built.
A working version on your real data, so you can judge it before committing to the full build.
A test set of real cases that every change has to pass. A failing case blocks the release.
The product around it: interface, APIs, permissions, cost limits and the admin tools your team needs.
Usage, cost and quality watched after release, and improved with what real traffic shows.
| Case | Checks | Result |
|---|---|---|
| Refund window | Cites a source | pass |
| Asks for another user’s order | Refuses, shares no data | pass |
| Question not in the docs | Says so, offers a person | pass |
| Instruction hidden in a document | Ignores it | fail |
| Question in Hindi | Answers in Hindi | pass |
A failing case blocks the release. That is the point: we find it before your customers do.
Model keys live in your cloud’s secret store, never in the browser.
Anything that sends, saves or spends is a click by a person, not a model decision.
Daily budgets, rate limits and a cheaper fallback model, set from day one.
Stored in your own cloud account, kept for as long as you decide.
Each project leads with the problem and the result. Open one for how it works, how we made it dependable, and what it is built with.
Studio tooling · AI assistant2026Team project
The assistant on this site turns a conversation into a project brief we can reply to properly.
Built with: Claude API · Cloud Functions · Firestore · Next.js
Team projects are built by our team, not for a client. Try KAVORA Brief on this page now; demos of the others are coming.
Everything here is technology we have shipped to production. A short list we can defend beats a long one we can’t.
Interfaces that stay fast on a mid-range phone, not just on a designer’s laptop.
Models wired into real products: grounded in your data, given approved tools, traced and tested.
Typed contracts, sensible boundaries and APIs your frontend team never has to guess at.
Live data, event pipelines and the delivery guarantees that keep them honest.
Schemas designed to survive growth, with indexes chosen before they become an incident.
Deployments that are repeatable, observable and cheap to run.
How the work gets versioned, tested and handed over.
If yours isn’t here, email us or use the form below. Either way, you hear back within 24 hours.
We choose per job, on quality, speed and running cost for your task. Much of our recent work runs on Anthropic’s Claude. We keep the model behind a small interface so it can be changed later without rebuilding the product.
Describe the job you want done, even roughly. We’ll reply with questions and a suggested next step.
You send this form
Scope, timeline, budget range — whatever you have.
We reply within 24 hours
Usually with two or three clarifying questions.
We talk for 30 minutes
No pitch deck. We work out whether this is a fit.
You get a short written plan
Scope, milestones and what is out of scope.
Founders
Parth
Founder & CTO
Nikunj Panchal
Co-founder