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Secure web apps with data and AI built in

Python & Django for Serious Applications

Business software tends to grow from a spreadsheet and a few scripts into something the whole company relies on. At that point it needs security, permissions, tests and a clear structure.

We build with Python and Django because they give you all of that quickly, plus a natural home for reports, forecasts and AI features that use your own data.

You get tested code, an admin your staff can use on day one and a plan for upgrades and growth.

A Django models file, an admin panel, a data pipeline, security checks, passing tests and report charts
  • 11+Years of building business software
  • 50+Global long-term clients
  • 2,000+Projects delivered
  • 24 hrsResponse time on queries

Why Python and Django

Six reasons teams choose it

A mature framework in the language of data.

  • Secure by design

    Django guards against common attacks such as cross-site request forgery, SQL injection and cross-site scripting out of the box.

  • An admin you get for free

    Staff can manage records through a ready-made, permission-aware admin, so you spend budget on features customers see.

  • Close to data and AI

    Python is the language of data science, so models, reports and AI features sit next to your web app in one codebase.

  • Batteries included

    Authentication, forms, an ORM, migrations and caching come with the framework, so projects start quickly.

  • Grows with you

    Django powers large, busy sites. With caching, queues and a good database design it scales well.

  • A mature community

    Well-documented, widely used and steadily updated, which makes hiring and maintenance easier.

What we build

Six kinds of Django project

From internal tools to AI-powered products.

  • Business web applications

    Portals, dashboards and internal tools with roles, workflows and audit trails.

    Django
  • APIs and back ends

    Django REST Framework or FastAPI services for web, mobile and partner use.

    APIs
  • Data-driven products

    Reports, forecasts and analytics screens built on your own data.

    Data
  • AI and machine learning features

    Document reading, recommendations, search and predictions served from your app.

    AI
  • Automation and integrations

    Scheduled jobs, imports and syncs with your CRM, ERP and payment tools.

    Jobs
  • Legacy rescue and upgrades

    Move old Django or Python 2 code to supported versions with tests as a safety net.

    Upgrade

What we measure

Quality shows in the numbers

We track these from the first sprint.

  • Test coverage

    Share of key business rules protected by automated tests.

  • Page and API speed

    Response times at busy hours, with slow queries tracked down.

  • Release frequency

    How often safe changes reach customers.

  • Defects found late

    Bugs found by customers instead of by tests.

How we work

From business rules to a maintained system

Five steps that keep the foundation solid.

  1. Model the business

    Turn how you work into clear data models, roles and workflows before screens.

    Discovery
  2. Build the core

    Deliver models, admin and the first workflow end to end, with tests.

    Core
  3. Add screens and APIs

    Build the user interfaces and APIs on top of a stable foundation.

    Build
  4. Connect data and AI

    Add reports, integrations and any machine learning features, with monitoring.

    Extend
  5. Launch and maintain

    Deploy with backups, monitoring and a plan for upgrades and security patches.

    Operate

Built to be trusted

What we verify in every release

The details that keep a Django system healthy.

  • Migrations reviewedDatabase changes are tested and reversible, with no surprises on release day.
  • Tests in the pipelineUnit and integration tests run on every change.
  • Query performanceWe watch for slow or repeated queries and fix them early.
  • Permissions testedWho can see and change what is covered by tests, not just by screens.
  • Secrets and settingsConfiguration kept out of code and separated by environment.
  • Upgrade pathSupported Python and Django versions, with a plan for the next upgrade.

FAQs

Python and Django questions, answered

Django is a Python web framework that provides authentication, an ORM, forms, an admin interface and security protections out of the box, so teams can build reliable web applications faster.

Django suits data-heavy business applications, portals, content systems and products that will gain AI or analytics features. For a very small, simple API we may suggest FastAPI or Flask instead.

Django for full applications with an admin and many models. FastAPI for fast, typed APIs and services. Flask for small, simple needs. We recommend based on your project, not preference.

Yes, with sound design: caching, a tuned database, background workers and horizontal scaling. We measure under load before launch so you know the limits.

Yes. Python makes this natural. Examples are reading documents, recommendations, forecasts and search, served either inside the app or as a separate model service with monitoring.

Yes. We build documented, versioned APIs with authentication, rate limits and tests, using Django REST Framework, FastAPI or GraphQL tools.

We use the framework protections, review permissions, keep dependencies updated, scan for known issues and follow the OWASP guidance.

Yes. We first add tests around what exists, then upgrade in small steps to supported versions, so the system keeps working throughout.

A focused first release often takes six to ten weeks. Larger systems with integrations and reporting are delivered in phases over several months.

Yes. We monitor, back up, patch and improve the application under a support plan with agreed response times.

Ready to build on a solid foundation?

Tell us how your team works today and what you want the software to do. We will propose a data model, a plan and an honest estimate.

Free initial consultation • No obligation • NDA available
Chat with us

Choose who you'd like to talk to

Avik Mallick
Avik MallickCo-Founder & Partner
Sudipta Lahiri
Sudipta LahiriCo-Founder & Partner