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Production AI in real operations.

The BGR Mining deployment in full, client work for YuppTV and Vidura, and the agentic workflows we can build next.

ENTERPRISE CASE STUDIES

Production AI for complex operations.

Computer vision and document intelligence that read the records operations run on — trip cards, maintenance logs, handover notes — and show teams exactly where time is lost.

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CASE STUDY · ENTERPRISE KERANDARI, JHARKHAND · 200 VEHICLES
BGR Mining & Infra Limited

Trip Card Intelligence for a 200-vehicle coal mine.

A mine does not need another dashboard. It needs to know which vehicle lost time, where the delay began, and what the next shift should do differently.

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THE PROBLEM
  • Handwritten trip cards, maintenance logs and shift records pile up after every shift
  • The same vehicle is logged under a different ID in each record
  • Teams spend hours reconstructing events instead of improving the operation
WHAT WE BUILT
  • Trip records extracted from handwritten cards
  • Vehicle IDs reconciled into one history per vehicle
  • Maintenance and shift data linked, with utilisation shown and the original record one click away
HOW IT WORKS ON SITE From a handwritten trip card to the next shift’s decision.
Illustrative isometric view of the Kerandari mine: open pit with excavator and haul trucks, haul road, workshop, fuel tanks and coal handling plant
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TRIP CARD Veh. HT 7 Load 4 — 6.42 Pit B → CHP
→
VehicleHT-07
Trip4
Out06:42
SourceOriginal card ↗
HT 7 · trip card Haul-07 · workshop T-007 · fuel log
ONE VEHICLE HT-07 3 records linked
HT-07 · ONE SHIFT
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UTILISATION BY SHIFTWorkingIdle
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Each idle block opens the trip card, log or handover note behind it.
Illustrative records, not client data.

Measured April–August 2026 against a January–March 2026 baseline, 200 vehicles. Figures confirmed in writing by BGR Mining & Infra.

MORE CLIENT WORK Select a client
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OUTCOMES
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REFERENCE DESIGNS · AGENTIC WORKFLOWS

What we can build next

Agentic workflow designs, ready to prototype on your data in two weeks. Not yet client deployments.
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WHAT WE MEASURE
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01 · IN THE FIELD
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02 · OAKS AGENT
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03 · DECISION
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Tell us the problem. We’ll show you a working prototype in two weeks.

For Government & Education

TELL US
  1. 1The programme and its goals
  2. 2The outcomes you are accountable for
  3. 3The data you already collect

We will propose a two-week pilot in a group of schools or a single district.

Request a programme briefing →

For Enterprise Operations

TELL US
  1. 1What slows the operation down
  2. 2Which decisions need to improve
  3. 3The records you already keep

We will scope a two-week prototype on your own data.

Talk to an architect →
OAKS Solutions

Advanced, scalable AI systems for government, education and industry — from first prototype to production.

OAKS Solutions Pvt Ltd Formerly OVI Learning Pvt Ltd · Founded 2017 Sister company: Sunitha Infovision Ltd
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CONTACT F2, Empire Square, Road No. 36, Jubilee Hills, Hyderabad 500033, Telangana info@oaks.guru +91 72076 33633
GeM ZX7T250013803032 DPIIT DIPP222769 CIN U85499TS2025PTC199477 ISO 9001:2015 · 27001:2022

Organisations named are OAKS clients or programme partners.

© 2026 OAKS Solutions Pvt Ltd · Hyderabad, India
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