01Grade A–D
Battery Intelligence
Reinforcement-learning degradation models estimate state-of-health and remaining useful life from BMS and OBD data, then issue standardized A–D grades for certification and second-life routing.
SoH / RUL
EV Energy Intelligence · TRL 4
OJAS
Agentic intelligence for the electric vehicle lifecycle.
Battery health prediction, end-of-life routing, and renewable-aware charging — coordinated as one system.
Market markers show estimated EV share of new vehicle sales by country (2026). Full sources on Research.
China52%↑5 pt
Norway97%↑6 pt
India4.1%↑2 pt
United States9%↓1 pt
Germany28%↑4 pt
United Kingdom33%↑8 pt
Japan3.6%↑1 pt
France25%↑3 pt
EV share of new sales · 2026
India
4.1%+2 pt YoY
Market Context
Structural gaps across the EV energy lifecycle.
Battery Economics
Replacement costs of USD 5,000–20,000 and formal recycling rates below 5% in developing markets constrain circular value recovery.
Consumer Trust
Over 80% of India’s EV sales are two- and three-wheelers, yet independent battery-health verification remains limited.
Grid Coordination
Charging access gaps persist in rural regions as national grids progress toward real-time distributed load management.
Sources: Udendhran et al., Journal of Hazardous Materials Advances (2025); CPCB and MIIT public filings. See Research & Validation.
Platform
Three agent clusters. One operating layer.
OJAS unifies battery intelligence, lifecycle compliance, and charging dispatch under a shared data layer with human authorization for high-consequence actions.
Technical detail →
02EPR-aligned
Compliance & Traceability
A blockchain-anchored ledger records health grade, ownership transfer, and disposition — structured for EPR obligations and digital battery passport readiness.
Ledger
03Renewable-first
Grid-Aware Charging
Demand forecasting and load scheduling prioritize renewable-available and off-peak windows, with a rural mode for solar-hybrid and intermittent-grid stations.
Dispatch
Regulatory Window
Traceability requirements are converging.
April 2026
China MIIT battery traceability mandate — production-to-recycling tracking for EV batteries.
2026
CPCB digital battery passport proposal for India, beginning with commercial 2W/3W fleets.
India trajectory
EPR and lifecycle reporting frameworks expected to follow regional regulatory precedent.
Research basis
Informed by Udendhran et al. (2025).
Peer-reviewed analysis identifying degradation prediction, lifecycle traceability, and grid-integrated charging as critical capability gaps for sustainable EV systems.
Technology
Architecture built for OEM integration.
Specialized agents share a common data and compliance fabric. Maturity is stated per module — validated components are separated from design-stage modules.
Telemetry
BMS · OBD · Station
OJAS Agents
Predict · Trace · Dispatch
Decisions
Grade · Route · Charge
High-consequence actions require certified human authorization before execution.
Cluster 01TRL 4
Battery Intelligence
Lab-validated prediction & certification
Estimates state-of-health and remaining useful life from BMS telemetry, with OBD-II as an independent verification path.
Capability surface
- Input
- BMS / OBD telemetry
- Model
- RL degradation engine
- Output
- Grade A–D + RUL band
- Action
- Certify · Second-life · Recycle
State of health
78%
Grade
B
RUL
~14k cycles
Cluster 02Design
Compliance & Traceability
Advanced design · pilot-bound
Anchors each battery event — grade, transfer, disposition — to an immutable ledger prepared for Indian EPR and passport regimes.
Capability surface
- Event
- Health & ownership write
- Anchor
- Blockchain record
- Trail
- Transfer & route log
- Use
- EPR & audit export
Lifecycle ledger
Immutable · EPR-exportable
- 01
Health graded
CommittedBlock · 0x4a91c2
- 02
Ownership transfer
CommittedBlock · 0x91e7b0
- 03
Route assigned
Pending authBlock · 0xb31f44
Cluster 03Design
Grid-Aware Charging
Advanced design · pilot-bound
Schedules unidirectional charging against demand forecasts, preferring renewable supply and off-peak windows — including rural solar-hybrid sites.
Capability surface
- Signal
- Demand + renewable forecast
- Policy
- Load prioritization rules
- Mode
- Urban · Rural priority
- Control
- Shadow then live dispatch
Dispatch schedule
Renewable-first load windows
RenewableDeferred peak
000408121620
Station A
Station B
Rural hub
Regulatory readiness
Standards alignment
Capability design references prevailing safety, repurposing, and waste frameworks relevant to Indian and global EV battery markets.
SAE J2997 / J2998
Battery safety & abuse testing protocols
UL 1974
Evaluation of batteries for repurposing
AIS-156
Indian EV traction battery safety
BWMR 2022
Battery waste management rules
CPCB Passport
Digital battery passport (proposed)
OEM Partners
Designed for existing Maruti Suzuki infrastructure.
OJAS maps onto assets already in operation — charging networks, battery manufacturing, and service workshops — rather than requiring net-new hardware.
| Maruti Suzuki asset | OJAS application |
|---|---|
| e-Vitara charging network (2,000+ points, 13 CPO partnerships) | Deployment surface for renewable-aware load balancing — no new physical infrastructure required. |
| Gujarat lithium-ion plant & Battery-as-a-Service | Compliance tooling aligned with anticipated EPR and recycling obligations. |
| 1,500 EV-ready service workshops | OEM-telemetry pathway for battery health prediction and certification. |
| 100,000-charger target by 2030 | Long-horizon scale for fleet-level charging coordination, including rural sites. |
Research & Validation
Peer-reviewed foundation. Defined readiness.
Primary citation
Udendhran, R. et al. (2025). Transitioning to sustainable E-vehicle systems — Global perspectives on the challenges, policies, and opportunities. Journal of Hazardous Materials Advances, 17, 100619.
doi.org/10.1016/j.hazadv.2025.100619 →TRL 4
Degradation prediction and OBD-based certification validated in a controlled lab against representative battery telemetry.
In design
Compliance ledger and grid-aware charging modules are at advanced design, scheduled for field validation in partnership pilots.
Sources
- CPCB digital battery passport (proposed, 2026)
- China MIIT traceability mandate (Apr 2026)
- India RDSS grid modernization filings
Provenance
Development context.
In-house laboratory
Developed and validated on internal premises
Journal of Hazardous Materials Advances
Peer-reviewed research basis
OEM innovation programs
Partnership outreach underway
Contact
Contact us.
Share your name, email, and a short note. We will respond as soon as we can.
Intelligence infrastructure for India's EV energy transition.
Contact us