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Shigalit / Our services

Your ambition. Our engineering mindset.

Thoughtful design, intelligent technology, and software built around the way your business works.

From interface to intelligence

The technology behind your next idea.

We choose the stack around your requirements, existing systems, and the people who will maintain it.

Our development toolkit

From frontend to cloud
  • Next.js

    Web framework

  • React

    User interfaces

  • TypeScript

    Typed development

  • Tailwind CSS

    Interface styling

  • NestJS

    Backend systems

  • FastAPI

    Python APIs

  • Python

    Data & AI engineering

  • AWS

    Cloud infrastructure

Websites & applications

Responsive websites, product interfaces, and full-stack applications built for the people who use them.

Next.jsReactTailwind CSSTypeScript

APIs & backend systems

Structured services, connected workflows, and documented APIs that support your product’s business logic.

NestJSFastAPIPythonREST APIs

Cloud & delivery

AWS cloud architecture, deployment pipelines, and monitoring shaped around performance and operational needs.

AWSCI/CDMonitoringCloud architecture

AI, ML & generative AI

Data analysis, AI assistants, model fine-tuning, and custom model development with evaluation built into the process.

Generative AIMachine learningFine-tuningCustom models

AI solutions shaped by your data

From data to a model that fits the problem.

Fine-tuning and custom models are options, not assumptions. We begin with data analysis and select an approach that can be evaluated against your business needs.

01 / AI engineering

Understand your data

Assess data quality, access permissions, coverage, and the business question before selecting a model.

02 / AI engineering

Choose the right approach

Compare an existing model, retrieval-augmented generation, fine-tuning, and custom model training against the use case.

03 / AI engineering

Develop & evaluate

Prepare data, build a baseline, and evaluate model quality on held-out examples with relevant metrics.

04 / AI engineering

Integrate & improve

Connect the solution to your application with appropriate human review, monitoring, and feedback.

Our process

From idea to impact.

A clear path forward, with room to learn along the way.

01—

Discover

Understand the people, problem, and purpose.

02—

Design

Make the complex clear through thoughtful experiences.

03—

Develop

Build a maintainable foundation, one iteration at a time.

04—

Test

Check functionality, usability, and resilience.

05—

Launch

Prepare a considered release and smooth handover.

06—

Improve

Learn from feedback and evolve the product.

A good conversation is where it begins

Have an idea?
Let’s make it meaningful.

From the first sketch to a scalable digital platform, let’s explore what we can build together.

Start a conversation