AI-native platforms and ventures
Intelligence, operationalized.
We design and build AI-native platforms and applications that change what a business does, not just what it reports. For our own ventures, and for companies that want AI working inside their operations every day.
● ● ●
Operating loop
● Running
Understand
Decide
Act
Measure
Learn
Understand
Lapsed buyers rising in one region
✓ Detected
Decide
Best next action: a personalised win-back offer
✓ Approved
Act
Offer sent through owned channels
Sending…
Measure
Reactivation tracked against a control group
Next
Learn
Targeting updated for next week's cohort
Next
Repeat orders
↗ Improving
Illustrative example
Our founder has led technology programmes at
HCL
Accenture
Microsoft
CGI
Elevance Health
T-Mobile
Travel + Leisure
The problem
Most AI stops at the dashboard.
Insight that waits for someone to notice it rarely changes the result. We build systems where intelligence carries through to the next action, and where every action makes the system smarter.
Intelligence as reporting
Someone has to notice, decide and follow up.
Insight lands in a report or a dashboard.
Action waits for a meeting, a ticket or a spare afternoon.
Results are hard to trace back to the decision.
The system learns nothing from what happened next.
Intelligence, operationalized
The system notices, acts and improves.
Signals are picked up inside the workflow as they happen.
The next best action is taken, or proposed to the right owner.
Every action is measured against a clear commercial result.
Each outcome sharpens the next decision.
What we do
Three ways to work with Mosaic.
Bring us a product to build, a venture to start, or a workflow to rethink. The engagement model follows the problem.
For B2B and B2C businesses
Build for you
AI-native platforms, apps and products, from first prototype to production. We own the outcome, not just the code.
Product strategy and design
Full-stack and AI engineering
Launch, run and improve
With founders and operators
Build with you
We co-build new digital businesses with partners who bring domain knowledge, distribution or capital. We bring product, engineering and the intelligence layer.
Venture shaping and validation
Shared ownership of the build
Platform head start from our IP
Proprietary IP
Our platforms
We build and own our platforms, prove them in our own ventures first, then make them available to the businesses we work with.
OwnerD.ai for owned demand
Proven live in ThriveU
Licensed to partners
What we build
Systems that take on real work.
Every build combines product design, solid engineering and an intelligence layer that is measured on business results.
AI agents and copilots
Agents that complete real steps in a workflow, with people approving the decisions that matter.
Decision engines
Scoring, forecasting and next-best-action systems wired straight into operations.
Customer and demand platforms
Owned-audience, CRM and personalisation systems that cut dependence on intermediaries.
Consumer apps
Mobile and web products with intelligence designed in from day one, not bolted on later.
Data foundations
The pipelines, models and measurement a system needs to learn from its own results.
Workflow automation
End-to-end processes rebuilt around what AI can now do reliably, with clear human checkpoints.
How it works
Intelligence belongs inside the workflow.
01
Understand
What is the customer or the business actually trying to do?
02
Decide
What is the best next action, and who should own it?
03
Act
Make it happen inside the workflow, not in a report.
04
Measure
What changed as a result, against a clear baseline?
05
Learn
Feed the result back so the next decision is better.
How an engagement runs
From a sharp question to a system in production.
Step 1
Frame the problem
We map the workflow, the decision that matters most and the result it should move.
You get a clear case and a build plan
Step 2
Prove it small
We build the smallest version that can test the biggest assumption, with real users and real data.
You get a working prototype and evidence
Step 3
Build to production
Security, reliability, integrations and the human checkpoints a live operation needs.
You get a production system
Step 4
Run and improve
We measure outcomes, retrain and extend the loop as the business learns.
You get compounding results
Our platforms
Built and proven by us first.
We run our own platforms in live businesses before we offer them to anyone else. That is how we know what it takes to make intelligence work in the real world.
OwnerD.ai
An AI-native platform that helps businesses build demand they own, instead of renting it from intermediaries.
Visit ownerd.ai ↗
OwnerD
Owned audience
Growing every week
Next best action
Invite repeat buyers to the loyalty list
Channels you own
SMS
App
Web
ThriveU
A consumer wellness business built on OwnerD, with personal plans that adapt to each customer.
Visit thriveu.in ↗
Today's plan
Morning breathing, 10 min
Protein-rich breakfast
Evening walk, 30 min
Lights out by 10:30
Made personal
Plans adjust to sleep, activity and goals.
Who we work with
Teams with a problem worth solving properly.
Enterprises
Modernising how they operate, with intelligence built into core workflows.
Growth-stage companies
Building their next product, platform or customer experience.
Founders and operators
With a real market insight and no engineering team yet.
Consumer brands
That want a closer, more direct relationship with their customers.
Leadership
Led by Jayakiran (JK) Pagadala
25+ years building and running large-scale technology programmes across India, the US and Europe, and co-founder of HiraCloud.ai, an agentic talent intelligence platform.
Build with us
Where should intelligence be doing more of the work?
Tell us about the problem. We will tell you plainly whether we can help, and what it would take.