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Four mandates. Four sectors. One way of working.

Case studies from the floor, not the brochure. Clients are described, not named. The numbers are theirs, the work is ours, and both are verifiable in a conversation.

SectorsMobility · Broadcast · Cleantech · Commodities
DisciplinesOperating seats · AI engineering · Advisory
StandardIn production, at scale
Case 01 · Mobility & logistics · Operating partner + engineering

Two hundred thousand drivers, safer.A Tridha partner serves as CTO at HumSafer, on an operating mandate.

Problem

Driver fatigue, drowsiness and over-speeding cause the majority of truck accidents: half of road-accident fatalities involve trucks, and most accidents happen on familiar routes where drivers drift into complacency. The previous CTO had departed abruptly, leaving critical features incomplete and the app failing in production.

Solution

A driver-safety and fleet-logistics platform using computer vision and telematics to detect drowsiness, score driver behaviour, and course-correct in the cabin in real time. Tridha rescued the build, architected the stack, hired the engineering team and runs the product roadmap alongside the founder.

200,000+
Unique drivers protected · first 100 days
Across the deployed fleet.
25-35%
Fewer harsh-braking events
Against pre-deployment baseline.
Deployed with
Tata HUL + national fleets
Case 02 · Sports broadcast · Operating partner + AI engineering

From 5% to the whole market.A global broadcast-technology firm's India business, taken to category dominance.

Problem

The firm was up against larger, better-funded broadcast-technology rivals, domestic and global, in a commoditised sports-broadcast market. It needed a way to genuinely differentiate, and thrive.

Solution

A Tridha partner owned the Head of R&D & AI mandate end to end: stood up the engineering organisation, made the senior hires, and set the AI and broadcast-innovation roadmap. Broadcast AI deployed live to hundreds of millions of concurrent viewers, with an operating cost structure rivals could not match.

>95%
Domestic market share at peak
Up from ~5% at the start.
3yrs
From challenger to category monopoly
One Tridha engagement.
1B+
Live sports viewers reached
Up to 300M concurrent per broadcast, worldwide.
Case 03 · Cleantech · AI engineering

Ten months of testing, in ten days.Battery digital twins for a unicorn battery manufacturer.

Problem

Validating the safety, degradation and lifespan of a new battery chemistry takes months, sometimes a year, of continuous physical testing. Capital sits idle waiting for an answer the bench gives slowly.

Solution

A high-fidelity, physics-based simulation platform that builds virtual replicas of battery cells, integrating thermodynamics and electrochemistry to model full cell behaviour under stress. Tridha led AI architecture and engineering alongside the client's CTO and R&D leadership, with an ongoing IP partnership.

2×
Cycle life · software tuning only
No physical chemistry changes.
2 weeks → years
Forecasting horizon
Long-term performance from early test data.
6 of top 10
Western-hemisphere automakers
Run cells optimised by this AI.
Case 04 · Commodities · AI + advisory

Three products for the floor.Logistics, safety and the workforce, for a leading metals conglomerate.

Mandate

Retained to design, build and operate the AI layer across rake yards, blast yards and the highway between them.

Delivered

Rake tracking: GPS powered by alternate energy sources, hardware deployed, with a live dashboard for plant logistics teams. Blind-pushing safety: loco drivers have zero visibility during wagon pushing; real-time alerts on existing CCTV feeds prevent collisions before they happen. Driver safety: behaviour tracking, mandated-break compliance and safety scoring across plant and supply-chain operations.

3
Production systems on one mandate
Logistics · safety · workforce.
Existing CCTV
No new hardware for vision safety
AI layered on the estate already on the floor.
Yard → highway
One AI layer across the chain
Rake yards, blast yards, national routes.
Select engagements

The track record behind the firm,
in front of a billion users, through an exit and beyond.

01 Government · Sovereign AI
Aadhaar · UIDAI

Principal AI Architect for the world's largest biometric identity program. Production AI at population scale.

Govt. of India
02 AI · Entrepreneurship
Exit to Tencent

Founded, scaled and exited a funded AI startup in Europe to Tencent.

Founder-led exit
03 Sports · Live broadcast
300M concurrent

AI models deployed at scale for live cricket and other sports broadcasts, the biggest audiences in world sport.

Global broadcasts
04 Cleantech · Battery
Battery AI

Cell-lifecycle prediction and failure-detection AI for a unicorn battery manufacturer; new-chemistry testing cut from ten months to ten days.

US unicorn
05 Renewables · Energy
Satellite monitoring

Satellite-based monitoring designed to save $20M of annual OpEx for a wind-energy project.

Wind energy
06 Finance · Value creation
$300M → $1B+ fund

Grew a US PE fund as Operating Partner across diligence and value creation. Three unicorns, two IPOs, one pending. Early-stage and M&A exposure to SpaceX and Groq.

US PE fund

Few names withheld by design. References, full case detail and named principals are shared in conversation, under NDA where appropriate & allowed.

The work · the ask

The next case study could be yours.

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