AI builtfor yourteam.

THINKBUILDREFINE

Start with the work slowing your team down. Build a useful first solution.

Understand it. Build it. Test it. Support it after launch.

We engineer private AI systems, verifiable document intelligence, and production-ready backends for regulated teams and software studios—with full source handover and zero cloud lock-in.

Explore the services

Built for the work.
Ready for your team.

Useful software. Clear data boundaries.
A first milestone you can evaluate.
Continue down

YOUR APPLICATION

Software built for
how you work.

Replace spreadsheet workarounds with an application built around your team. Agree on one useful workflow, then build and test it.

Tell us what you need
DOCUMENTSRETRIEVALREFERENCE

Find the answer.
Check the source.

Find answers in your documents, with sources your team can check. We test real questions and show when evidence is missing.

Tell us what you need
ISOLATED ENVIRONMENTPRIVATE DATALOCAL MODELSERVICES

Private by design.
Built to run.

Keep sensitive records in your environment. We plan local or private deployment around your hardware, access rules and running costs.

Tell us what you need

Why Teams
Pick VyapAI

Zero Data Egress

Models and RAG pipelines that run inside your VPC or on-premise hardware—not behind third-party API wrappers.

No Vendor Lock-In

You get the container, the weights, the acceptance tests, and the keys. We build systems your internal team can actually own.

Fixed-Scope First Milestone

Start with a 1-to-2 week paid architecture sprint or single feature before committing to a full build.

Your problem.
Before the model.

We speak with the people doing the work, check the pain point and agree on a useful outcome before choosing the technology.

Bring us yours
Confidential Legal & FinanceComputational R&DSpatial & AECWhite-Label Agency Partner

Independent builds.
Work you can inspect.

Explore three independent projects by VyapAI’s founder. Each connects AI models to working software; commercial outcomes still need validation with users.

WRIT / PRIVATE DOCUMENT SEARCH

Search legal records.
Keep them local.

Explore the build ↗

Writ searches legal documents using models running locally on a laptop. Confidential records stay on the device.

The focus: usable document retrieval within local hardware limits.

For your team, we would validate the questions, sources and review process first.

Explore Writ →
CASCADE / MOLECULAR RESEARCH

Explore molecules.
Inspect predictions.

Explore the build ↗

CASCADE combines graph neural networks and molecular property prediction in a 3D workspace.

Researchers can inspect molecules and explore predictions in one application.

For your workflow, we would agree on evaluation criteria with domain specialists first.

Explore CASCADE →
PROJECT NEEV / CONSTRUCTION TOOLS

From a floorplan
to a working layout.

Explore the build ↗

Project Neev generates CAD layouts and cost estimates from floorplan images or room scans.

It connects image inputs, generation and practical outputs in one workflow.

For your team, we would validate accuracy requirements and professional review steps first.

Explore Project Neev →

One clear step
into the next.

Requirements, testing, security and support, planned from the start. A defined first milestone, followed by a release your team can operate.

01

Understand the problem

We interview intended users, review the current process and identify where effort is lost. Together, we define requirements and a useful first outcome.

02

Agree on the work

Agree on scope, price, timeline and acceptance criteria in writing, including security and deployment responsibilities. Start with a small paid milestone.

03

Build and review

Review working software as it develops. We test user journeys, AI outputs, failures and access controls, then prepare release and recovery steps.

04

Launch and support

Receive source code, setup instructions and a walkthrough. Before launch, agree on monitoring, incident and update responsibilities, plus support coverage, response times and costs.

Direct access.
Clear ownership.

Work directly with Prawin Kumar, the engineer scoping and building your system. Private AI and application engineering together, with small milestones, inspectable work and agreed source ownership.

Meet the people at VyapAI

Understand it.
Then make it yours.

Explore sample setup, acceptance and support documents. Your delivery package follows the scope, ownership and support terms agreed for your project.

Sample templates.
Prepared around an agreed scope.

README.md
# Project handover

Illustrative delivery package

Source code and a map of the main components.
Setup and configuration instructions.
Acceptance checks for the agreed milestone.
Known limitations and next steps.

Actual contents and ownership terms are agreed for your project.

Let’s clear
a few things up.

Can we start with one feature?

Yes. Start with one integration, feature or document workflow. We agree on the price, scope and acceptance checks before work begins.

How much will a project cost?

Send a short brief and useful links. We review the requirements and existing system, then provide a written scope and price before you commit.

Can you work with our existing application?

Yes. We review the application, needed changes and dependencies, then agree on access and deployment responsibilities.

What happens to our data?

We agree on storage, processing, external services and access before building. Local deployment is an option where suitable. Use anonymized examples for the first conversation.

Who owns the finished work?

Source handover and ownership are written into the agreement. Third-party licences still apply. Hosting and ongoing maintenance are scoped separately.

What support is available after launch?

Monitoring, bug fixes, security updates, dependency maintenance and backups can be included in a support agreement. Coverage, response times, responsibilities and pricing are agreed before launch.

Tell us where
work gets stuck.

Describe the problem, who faces it and what success looks like. No technical specification needed. Review and edit your brief before sharing it.

What kind of work? Choose any that fit

Use sample descriptions rather than sensitive records. Nothing is sent automatically.

PROJECT BRIEF

A better starting
conversation.

Your brief will appear here. You can edit it before sharing it with VyapAI.