Data & AI

Embrace transformation’s newest frontier: Data & AI

AI adoption is everywhere. Real value isn’t – and the gap almost always traces back to data.

88%

of organizations now use AI in at least one business function

McKinsey, State of AI 2025

5%

of enterprise GenAI pilots deliver measurable P&L impact – the rest stall

MIT Project NANDA, 2025

60%

of AI projects risk abandonment through 2026 without AI-ready data

Gartner, 2025

>80%

of AI projects fail to deliver value, about twice the rate of non-AI IT

RAND Corporation, 2024

one connected journey

Where are you on this journey?

Each of our three capabilities builds upon the previous one: Data for AI provides data for Applied AI, and Applied AI powers Agent AI – all implemented by our frontline Deployment Engineering teams.

Foundation

Data for AI

Migrate to an open lakehouse and refine data to AI-ready — completeness, accuracy and governance built in.

Intelligence

Applied AI

Production-grade AI on your data: Perceive · Predict · Generate — from document AI and forecasting to copilots and GenAI.

Action

Agentic AI

Agents infused into your business processes — running them end-to-end, safely, with a human in the loop.

Packaged solutions

Ready-built on the platform

Packaged solutions that put the platform to work in your business.

Commerce

Agentic Commerce

Agents that run the buying journey end to end, acting on your data with a human in the loop.

Customer Service

Zero Hops

One ticket, start to finish: AI agents judge, code orchestrates, humans decide — every step a verified, auditable event.

Quality

Testing Center of Excellence

An AI-first Testing Center of Excellence - manual, automation, performance and security testing, governed end to end.

Back Office

BPO

Five platforms running finance, sales and people ops - ChatX, FINOVAX, Clara, Acady and People Hub on one governed AI foundation.

Assurance

AI Assurance Accelerator

Watches production AI system, reproduces result, and generates evidence packs that prove every KPI. Deploy on-premises, air-gapped, or in your cloud.

HOW WE BUILD?

Forward-Deployed Engineering (FDE)

Data for AI, Applied AI and Agentic AI are what we build. FDE is how they reach you – shipped safely, delivered quickly, and owned from end to end.

The problem

Traditional delivery hands the work down a line

In the classic software delivery lifecycle (SDLC), work is passed from team to team in sequence.

Every hand-off adds delay and loses context, and AI projects tend to get stuck in the gap between a demo that works in a lab and a system that actually runs on your business.

How we solve

One embedded team - A single continuous loop

A team works in a tightly cyclical, iterative manner (AI-driven delivery cycle - AIDC).

The same engineers work together to plan, build, evaluate, and deploy on your real data and systems, while AI accelerates the build process and humans review everything critical before going live.

The result