AI IMPLEMENTATION SERVICES

Engineering AI for the Real World

We build AI systems that perform in the real world — fine-tuned to your data, designed for scale, and deployed with resilience. From model training to system architecture and production rollout, we deliver solutions built for long-term impact, not just another prototype.

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Where you've seen us
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Our Areas of Expertise

Flatiron engineers AI to work where it matters most — inside your products, your systems, and your business.

01
Model Fine-Tuning & RAG Implementation

Adapt foundation models to your data, brand voice, and use cases.
Fine-tuning and Retrieval-Augmented Generation (RAG) workflows built for precision, reliability, and verifiability.

02
LLM Integration & Development

Embed language models into your products with full control.
Custom APIs, agent frameworks, monitoring, and governance — ready for scale from day one.

03
AI Product Architecture

Design modular, secure frameworks that flex as your needs evolve.
Built cloud-agnostic, with security, observability, and cost-efficiency at the core.

04
AI Strategy & Roadmapping

Clear plans, real milestones, measurable outcomes.
We work with you to define priorities, de-risk early decisions, and build momentum toward your long-term goals.

05
AI for Digital Media &Content Systems

Automate and optimize content workflows without losing creative control.
Smart asset management, personalization engines, and real-time delivery systems.

06
AI Ops & ML System Deployment

Move from prototype to production without compromise.
CI/CD for models and data, real-time monitoring, drift detection, and automated retraining loops.

07
AWS SageMaker & Bedrock Solutions

Production-grade AI on AWS.
From SageMaker pipelines to Bedrock model integration — secure, scalable, and tuned to your environment.

08
Azure AI & Machine Learning Integration

Operationalize AI with Azure’s full ecosystem.
 MLOps in Azure ML, custom deployments with Databricks and Synapse, and seamless Cognitive Services integration.

Built Different.

We’ve done this before.
We’ve shipped real AI systems, used in production at scale—not just internal demos.
We know how to deliver.
We focus on building, solving, and delivering outcomes that matter.
We’re easy to work with.
Responsive, pragmatic, and clear. You won’t get lost in process.
We stay sharp, but collaborative.
We bring technical depth, but we listen and adapt to what your team actually needs.
We keep things cost-effective.
You get premium work without inflated overhead or unnecessary complexity.
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We're ready when you are.

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