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Enterprise AI & Workflow Automation

Enterprise AI automation that works inside your operations — not just a demo.

Enterprise AI automation: custom large language model fine-tuning, Retrieval-Augmented Generation over your company documents, document OCR intelligence and robotic process automation designed to reduce manual operations by up to 80%.

The opportunity

From AI experiments to enterprise solutions

Most AI stays stuck in pilot. We engineer AI that ships: grounded in your own documents and data, connected to your systems through production APIs, and measured against the manual work it removes.

Less manual work

RPA designed to cut manual operations by up to 80%.

Answers you can trust

AI grounded in your own sources.

Production, not pilots

Integrated, monitored and maintained.

What we deliver

Everything it takes, end to end.

Strategy, design, engineering, launch and support — owned by one senior team accountable for the outcome.

LLM fine-tuning

Models adapted to your domain, terminology and tone.

Retrieval-Augmented Generation

Accurate answers grounded in your company documents and knowledge.

Document OCR intelligence

Extract structured data from invoices, forms and scanned documents.

RPA workflows

Automate repetitive, rules-based processes end to end.

Production AI APIs

LangChain and FastAPI services that plug AI into your stack.

Fraud & anomaly detection

AI models that flag suspicious activity in real time.

Technology

Built with

Proven, well-supported technologies, engineered to production standards.

OpenAI
Anthropic
LangChain
Python
FastAPI
PostgreSQL
Docker
Related work

See it running in production.

Live platforms engineered by our team that use the same capabilities.

msadsnetwork.com
MS Ads Network — AdTech & SSP monetisation platform built by MS TECH IT
AdTech & Digital Media Live in production

MS Ads Network — AdTech & SSP monetisation platform

An enterprise programmatic advertising platform and supply-side platform (SSP) with OpenRTB 2.5 real-time bidding, AI fraud prevention, publisher analytics and high-frequency ad delivery.

OpenRTB 2.5 protocolAI fraud detection70% publisher revenue shareReal-time bidding
Delivery framework

Six stages. Zero surprises.

A disciplined software development path from discovery to production — engineered for on-time delivery, visible progress and zero disruption.

01

Discovery & Architecture

We analyse commercial goals, define technical specifications and set milestones with clear deliverables.

02

UI/UX Prototyping

Interactive wireframes and Figma prototypes, designed with you before a single line of code is written.

03

Agile Sprint Execution

Transparent two-week sprints with live staging demos and continuous feedback.

04

Rigorous QA & Security

Automated testing, cross-browser checks, OWASP Top 10 security audits and load tests.

05

Cloud Launch & Deployment

Zero-downtime releases on AWS, Azure or Google Cloud with CI/CD, SSL and CDN.

06

24/7 SLA Support

Post-launch warranty, monitoring, security patches and long-term feature expansion.

FAQ

Questions, answered.

The essentials on how we work — IP ownership, engagement models, communication and support.

How do you handle intellectual property and NDAs?

We sign a binding Non-Disclosure Agreement before any project discussion. Upon milestone payment, 100% of the source code, database schemas and assets belong exclusively to you.

What engagement models do you offer?

Fixed-price milestones for defined scopes, time & materials for evolving agile projects, and dedicated senior developers on a monthly retainer.

How do we track progress and communicate?

Complete transparency: we work in your preferred tools — Slack, Microsoft Teams, WhatsApp or Jira — and you receive bi-weekly sprint demos on a live staging environment.

Start the conversation

Ready to build it right?

Tell us about your enterprise ai project. Our technical leadership responds within 24 business hours with an actionable roadmap — under NDA from the first message.