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Web apps where AI is part of every workflow.

Modern, fast and secure web applications and SaaS products with AI assistants, search, drafting and automation designed in, not bolted on. Startups get a no-obligation free MVP, built in one week.

What it does for a business

AI workspaces

Research, drafting and review in one place.

Smart dashboards

Plain-language questions over your data, with charts.

Embedded assistants

Help and actions inside the app, grounded in your content.

Legacy modernisation

Old systems rebuilt or wrapped with a modern AI interface.

Who it's for

  • Startups building an AI-first SaaS product
  • Businesses modernising an internal portal or legacy system
  • Product teams adding AI features to an existing web app

How we keep it safe

Private and local first for critical and sensitive data. Partnered cloud models only when a task needs them, behind a policy gate, with audit logs and monitoring you can see.

Technology stack

What we use for modern AI-powered web apps, and what each piece is for.

Offer

MVP in one week

A working AI product in your users' hands in seven days, built on our proven components.

Offer

Free MVP for startups

No-obligation free MVP for startups. Scope agreed in the free consultation; you keep it either way.

Offer

Free fix-up for AI-built apps

Built your app with AI coding tools but it isn't secure or won't scale? We review it free and fix the critical security and scaling issues free.

Front end
Re

React and Next.js

Fast, SEO-friendly web apps with server rendering

Ty

TypeScript

Type-safe code across the product

Ta

Tailwind / design systems

Consistent, accessible interfaces

Back end
Py

Python (FastAPI, Django)

AI-heavy services and data pipelines

No

Node.js

Real-time and API services

Po

PostgreSQL and pgvector

Relational data and vector search together

AI in the product
St

Streaming responses

Answers appear as they're generated

As

Assistants and copilots

In-app help grounded in your content

Ag

Agents and tools

Actions inside the app with approvals

Platform
Cl

Cloud

AWS, Azure or your private cloud

Se

Security

SSO, roles, audit logs, encryption

Pe

Performance

Edge caching and Core Web Vitals monitored

How we deliver it

Typical phases and timelines; your plan is agreed after the free consultation.

  1. 1

    Discovery and design

    Users, workflows and AI moments, agreed in the free consultation

    1–2 days
  2. 2

    MVP

    A working AI product, deployed and ready for real users

    1 week
  3. 3

    Harden

    Security, performance and monitoring

    1–3 weeks
  4. 4

    Scale

    New features, integrations and teams

    Ongoing

Real examples

From products we built and run, and engagements we measured.

Real example

LexEdge, legal practices

One web workspace for case management, drafting, research and citation checks, offline-first for court.

See LexEdge
Real example

PlasmaText, researchers

Annotate documents, pull passages to a board and get AI answers with page citations.

See PlasmaText
Real example

NeuralGate, platform teams

A governance dashboard with sub-100ms response over millions of AI requests.

See NeuralGate

Under the hood

The technical detail, for your engineers.

Stack

React and Next.js front ends, Python or Node back ends, PostgreSQL and vector search.

AI in the product

Streaming responses, tool use, and a context layer shared with mobile and agents.

Security

SSO, role-based access, audit logs, encryption, and a policy gate on every AI call.

Performance

Server rendering, edge caching and measured Core Web Vitals on every release.

Questions we're asked

Is the MVP really free for startups?

Yes. Startups get a no-obligation free MVP, built in a week. The scope is agreed in the free consultation; you keep the MVP whether or not you continue with us.

Can you really build an MVP in a week?

Yes. We build on our own proven AI components and a focused scope, so a working MVP is in your hands in one week.

Can you add AI to our existing web app?

Yes, through our AI development service, without a rewrite.

Do you modernise legacy systems?

Yes: rebuild, or wrap the old system with a modern AI interface.

Who owns the code?

You do, with full source and documentation.

Where is it hosted?

Your cloud, ours, or on-premise; your choice.

Which browsers and devices do you support?

All modern browsers, responsive on phones, tablets and desktops.

Can it integrate with our existing systems?

Yes: ERP, CRM, SSO, payments and data warehouses through APIs.

How do you keep it fast?

Server rendering, caching and performance budgets checked on every release.

Do you provide support after launch?

Yes: monitoring, updates and new features under a support plan.

Is our data used to train AI models?

No. We use private models or enterprise agreements that forbid training on your data.

How do we get started?

Book the free two-hour consultation. We look at one real workflow and tell you whether this technology fits.

Is there a guarantee?

Yes. Engagements we take on carry our 10× productivity guarantee on the agreed workflow, or the fee comes back.

Products built with modern AI-powered web apps

Other technology

Where would modern AI-powered web apps help your business?

Two free hours on a real workflow. We'll tell you whether it fits, and what it would take.

Book the free consultation