Applied AI & IT Engineering — est. offices in US · SG · IN · NL

We build the systems behind serious AI & ML products.

Flint designs and ships machine learning, applied AI and core IT infrastructure for enterprises that can't afford to get it wrong — from model to pipeline to production.

Start a project What we do
4global delivery hubs
120+systems shipped
98%client retention
24/7follow-the-sun support

Three disciplines, one delivery team — model, infrastructure, product.

Most vendors hand you a model or a dashboard. We build the full path between them, and we keep it running.

01 / Machine Learning

Applied ML & AI

Custom models, LLM integration and forecasting systems built on your own data, benchmarked against real business outcomes.

  • Model development & fine-tuning
  • LLM & agent integration
  • MLOps & retraining pipelines
02 / Infrastructure

Cloud & IT Systems

Resilient, compliant infrastructure across regions — architected for the audit and uptime requirements enterprise buyers expect.

  • Cloud architecture & migration
  • Security & compliance engineering
  • Managed IT & 24/7 monitoring
03 / Product

Data & Product Engineering

The software layer that puts your models in front of users — internal tools, customer-facing apps and the data plumbing between.

  • Data platforms & pipelines
  • Internal tooling & dashboards
  • Full-stack product delivery

How an engagement runs.

No black boxes. Every phase ends with something you can inspect, test or ship.

Assess

Audit your data & systems

We start with what you already have — data quality, existing infrastructure, and where ML actually moves the business, before any build begins.

Design

Architect for your constraints

Compliance region, latency budget, existing stack — the architecture is scoped to your operating reality, not a generic reference build.

Build

Ship in weekly increments

Working software every sprint, reviewed with your team, so direction can change before cost compounds.

Operate

Stay on for the long run

Monitoring, retraining and support handed off with full documentation — or run by us on a standing retainer.

Delivery hubs on four continents.

Regional teams, one delivery standard — so a client in Amsterdam and a client in Bengaluru get the same build quality.

United States

New York, NY

Enterprise accounts & North American compliance work.

Singapore

Singapore

APAC hub covering financial services and logistics clients.

India

Bengaluru

Core engineering & ML delivery center, largest team by headcount.

Netherlands

Amsterdam

EU delivery hub & GDPR-aligned data engineering.

0+

Production ML & IT systems delivered

0

Delivery hubs — US, SG, IN, NL

0%

Client retention year over year

0/7

Follow-the-sun support coverage

Tell us what you're building.

Whether it's a single model or a full platform rebuild — send us the brief and we'll respond with next steps within one business day.

Email — hello@flint.ai
US — New York, NY
SG — Singapore
IN — Bengaluru
NL — Amsterdam