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Case study 03 · Full-stack AI operating system

One AI operating system running six brands — from private infrastructure to revenue.

WORO runs six brand properties across a global IT-services business. We built the AI layer underneath all of them — private models and an agent mesh at the core, then ads, content, web, funnel and email on top. Every workflow that touches margin, handled end to end.

Client
WORO Media LLP
Industry
IT & digital services (global)
Location
Global
Workflow
Full-stack AI OS · 6 brands
6 brands

One AI operating system running across every brand property.

8 modules

Shipped end to end — from private infrastructure all the way to the funnel.

360°

Ads, content, web and revenue — all in one connected loop.

What we shipped · 8 modules
01

Full AI infrastructure — private models, document-aware retrieval (RAG), and a mesh of agents.

02

Ad management across Meta and Google — campaign to closed deal.

03

Content management across all six brand properties.

04

Multi-brand web design with Meta Ads wired into every landing page.

05

JamaSuite and WeWork client workflows run as managed pipelines.

06

Web presence for how people search now — SEO, GEO and AEO, with end-to-end event analytics.

07

Funnel automation with real-time monitoring — revenue and margin both tracked.

08

Email automation — humanised, full-context replies to inbound inquiries.

01 — The challenge

Six brands, six teams, the same work over and over.

WORO isn't one business — it's six brand properties under a global IT-services firm, each needing ads, content, a website, lead handling and follow-up. Run the conventional way, that's six teams doing the same work six times over, margin leaking at every manual handoff, and no single view of what's actually making money.

What WORO wanted wasn't another tool bolted onto one of those tasks. They wanted the whole operation to run on an AI layer they owned — every margin-adjacent workflow, across every brand, end to end.

02 — What we built

One AI operating system under all six brands.

At the core is WORO's own private AI infrastructure — private models, document-aware retrieval, and a mesh of agents — so the intelligence belongs to them rather than being rented from an API.

On top of that core, the workflows that move money: ad management across Meta and Google taken from campaign to closed deal; content and web across all six properties, with ads wired into every landing page; client delivery run as managed pipelines; a web presence built for how people actually search now — SEO, GEO and AEO — with full event analytics; funnel automation that watches revenue and margin in real time; and email automation that answers inbound inquiries with humanised, full-context replies. Eight modules in all, infrastructure to funnel — one connected system instead of a stack of disconnected tools.

03 — The results

Six brands, one system they own outright.

WORO runs six brands on a single AI operating system they own outright. Work that used to mean six teams repeating themselves now runs as one connected loop — ads, content, web, funnel and email — with revenue and margin tracked in real time, so the whole operation is finally visible end to end. And because the core is private, capability compounds inside WORO's own infrastructure instead of leaking out to third-party APIs — something they keep, not something they rent.

“Meet is the Agentic Automation Genius. Myself Being in the IT and Service industry since long but have seen very Few people who solve problem at scale like him. I strongly feel his ability understand and process what we were dictating is Amazing — He ask minimal questions and still deliver exactly what was in my mind.”

Harshit Sharma · CEO · WORO
Before · After
Metric
Before
After
Six brands
Six teams doing the same work six times
One AI OS running all six
AI capability
Rented from outside APIs
Private — owned in their own infrastructure
Ads → revenue
Disconnected tools, manual handoffs
Campaign to closed deal in one loop
Visibility
No single view of what makes money
Revenue and margin tracked in real time

Running the same work across every brand by hand?

Tell us how your brands operate — we'll build one AI layer that runs them all, owned by you.

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