AI Intelligence.
Built for Complex
Decisions.
ARTHRYX Labs builds AI systems that work on real-world data — messy, fragmented, and at scale. We turn it into structured intelligence that organisations can act on.
Same structural failure.
In governance, Andhra Pradesh has RTGS 4.0, AWARE 2.0, a robust alert network — but no AI layer that synthesises them into a mandal-level decision brief when a cyclone makes landfall.
In elections, parties run surveys, compile booth reports, and rely on experienced managers — but no system processes all 119 constituencies simultaneously, identifies swing clusters, and surfaces sentiment shifts before they show up on the ground.
ARTHRYX Labs built InsightOS to close both gaps, starting where the data exists and the need is proven. Not by replacing existing infrastructure, but by making it intelligent.
Two platforms, purpose-built for their domains. One intelligence architecture underlying both.
An AI intelligence layer that integrates with AP's RTGS 4.0 — delivering mandal-level disaster impact predictions, cross-department cascade alerts, and AI-synthesised bilingual briefings for officers on the ground.
- Cyclone & flood impact prediction at mandal level with 72-hour advance warning
- Automated SDRF/NDRF budget estimation aligned with AP damage framework
- AI-synthesised briefings in English and Telugu for field officers
- Cross-department cascade alerts — IMD, AWARE 2.0, irrigation, revenue
- Agriculture stress detection, tourism safety scoring, energy optimisation
An AI platform that processes booth-level ECI results, Census demographics, candidate affidavits, and real-time public sentiment — producing structured electoral intelligence no manual process can generate at this scale or speed.
- Historical booth-level swing analysis across 5+ election cycles
- Constituency contestability scoring and resource prioritisation matrix
- Voter demographic intelligence — age, gender, SC/ST composition per booth
- Candidate & opponent profiling from verified ECI affidavit data
- Real-time sentiment tracking — surfaces shifts 48 hrs before ground surveys
Two Intelligence Layers.
Both InsightOS products share a common data processing backbone — spatial AI, ensemble ML, and NLP synthesis — adapted to their respective domains.
₹6,384 Crore.
Called 72 Hours Earlier.
InsightOS Governance was backtested against Cyclone Montha. The model was trained only on prior cyclones: Hudhud 2014, Titli 2018, Michaung 2023, and others.
- Mandal Prediction Accuracy89.0%
- Affected Mandal Recall88.6%
- False Alarm Rate10.2%
- Briefings Generated899 mandals · <4 min
- Damage at Stake₹6,384 Crore
InsightOS is designed to qualify for government procurement, IndiaAI Mission co-funding, and formal development partnerships.
ship, not pitch.
Two builders with technical depth, government fluency, and zero patience for demos that don't reflect reality.
Built both InsightOS platforms from the ground up, from raw data to the intelligence layer that sits above it. Combines deep technical execution with product vision.
Drives business strategy, partnerships, and financial operations at ARTHRYX. The bridge between the product and the rooms where decisions get made.
in action?
We brief government officials, technical teams, policy decision-makers, and electoral leadership. All engagements are confidential. We respond within 48 hours.
