Strangeloop builds AI, software and engineering systems that operate offline, survive adversarial conditions, and integrate with what India's forces already have deployed.
WEBSITE strangeloop.engineering EMAIL achal@strangeloop.engineering
India now produces 65% of its defence equipment domestically — up from 30% in 2014. But the high-end technology layer persists as an import: AI systems, advanced sensors, AESA radars, semiconductors. Domestic production has grown. Sovereign capability has not.
The journey from working prototype to fielded, field-hardened, operator-accepted system takes far longer than it should. The technology moves fast. The deployment pipeline does not.
Edge inference, multi-sensor fusion, autonomous decision-support. The organisations building AI-native systems for defence — fast, end-to-end — are only beginning to emerge in India.
India's Defence Vision 2047 sets the ambition — self-reliant, multi-domain capability. Closing the delivery gap is how it gets built.
Active acceleration of domestic tech adoption. Political will at its highest point in a generation — Defence Vision 2047 (2026) makes self-reliant, multi-domain capability national doctrine.
549 problem statements. 430 contracts. ₹2,400+ crore procured. ₹449 crore outlay FY 2025–26. Grants up to ₹25 crore per challenge. The pathway has been tested, paid out, and scaled.
Private companies are being invited to develop and co-develop systems with government and PSUs. The door is open.
International capital can enter Indian defence without prior government approval. The window to build before the market is crowded is open now.
Custom models. Edge inference — full capability with no connectivity. Computer vision, anomaly detection, multi-sensor fusion. Offline-first by design, not retrofitted.
Production-grade systems for high-stress field use. Real-time pipelines, secure architecture, audit logging, graceful degradation under connectivity loss.
Mechanical, electrical, embedded systems, hardware-software co-design, air-gapped deployment, integration with existing platforms and infrastructure.
| Challenge | Organisation | System | Status | Proposal |
|---|---|---|---|---|
| Open Challenge | Tri-Service | Autonomous Force Multiplier (AFM) — AI Agent Platform | Submitted | View |
| DISC 14 — PS01 | Indian Army | Autonomous Engagement Module — UAS TDRI | Submitted | View |
| DRISHTI #39 | BEL (MoD) | Digital Identity & Cyber Surveillance Platform | Submitted | View |
| DRISHTI #3 | HAL (IAF) | AI & AR Engine Inspection — TPE331-12B | Submitted | View |
| ADITI 4.0 — PS05 | Indian Army | Cognitive Electronic Warfare System | Submitted | View |
| ADITI 4.0 — PS18 | Indian Air Force | AI-Powered OSINT Analysis & Monitoring | Submitted | View |
| DRISHTI #5 | HAL (IAF) | Digital Twin — Gas Turbine Starter Engine | Submitted | View |
| DISC 14 — PS75 | Indian Air Force | AI-Based Airway Assessment Tool | Submitted | View |
Minimal Viable Prototype Indian Army · UAS targeting
Priority queue, geolocated contacts, Human-on-the-Loop approve/reject/hold workflow, cryptographic audit trail. Edge-deployable, no cloud dependency.
digicy.strangeloop.engineering
Minimal Viable Prototype BEL · Cyber surveillance
Six modules: document verification, face liveness, behavioural analytics, real-time threat feed, MITRE ATT&CK attribution, quarantine management.
engine-inspection.strangeloop.engineering
Minimal Viable Prototype HAL · TPE331-12B inspection
All 9 zones. AI defect analysis, AR annotation, digital engineering checklist, inspection report. Runs on standard maintenance hardware.
| Stream | When | Size |
|---|---|---|
| iDEX / ADITI grants | Year 1 | ₹1.5–25 Cr · non-dilutive |
| Government services contract | Year 2–3 | ₹50–200 Cr · milestone-gated delivery |
| Per-deployment software licence | Year 2+ | Recurring · per operational unit deployed |
| Integration and maintenance services | Year 2+ | 10–15% of system value · annual recurring |
| Export contract | Year 3+ | 5–10× multiplier on India-deployed system |
Every engagement opens with a no-cost trial, offered across services in parallel. Each contract is a ratchet, not a one-off — the first is the entry point, every one after a multiplier.
Offer no-cost, no-commitment trials of working prototypes to Army, Navy, Air Force, Coast Guard, ADB and more — in parallel — while pursuing iDEX DISC, ADITI and DRISHTI challenges (₹1.5–25 Cr non-dilutive). Each trial validates team, technology and procurement credibility at once.
NCNC demonstrations convert into milestone-gated services contracts (₹50–200 Cr). Maintenance contracts begin recurring revenue.
Each deployment is a reference for adjacent problem statements. Compounding credibility from land to sea, air and space.
Allied nations (Armenia, Philippines, Vietnam, UAE and others) already buying Indian hardware. AI and software is the next layer. A system deployed in India is deployable for any country facing the same threat environment.
Year 2–4: First hardware work alongside software contracts. Year 3–7: Integration and co-development with DRDO and PSUs. Year 4–10: Full-stack platform development — prime contractor.
An NCNC trial lets a service evaluate a working Strangeloop system in its own environment — at zero cost and zero obligation. Every trial is a beachhead to a milestone-gated contract, and they can run in parallel across the entire force.
| Legacy IT | Foreign Vendors | Strangeloop | |
|---|---|---|---|
| Offline-first AI | ✗ | ✓ | ✓ |
| Field-deployable | ✗ | ✓ | ✓ |
| Sovereign / India-only | ✓ | ✗ | ✓ |
| AI-native engineering | ✓ | ✓ | ✓ |
| Hardware–software co-design | ✗ | ✓ | ✓ |
| Agile delivery | ✗ | ✗ | ✓ |
| iDEX-eligible | ✗ | ✗ | ✓ |
| End-to-end (no handoffs) | ✗ | ✗ | ✓ |
Indian deep-tech (Tonbo, BBBS, Raphe mPhibr) — proof of arc, not competition. Different domains. Their raises validate the iDEX → deployment → capital sequence works from India. Strangeloop's edge is breadth — delivering complete systems end-to-end across every service, Army to Defence Space, aligned to Vision 2047.
3–4 senior engineers
1 domain specialist
| Timeline | Milestone | What It Proves |
|---|---|---|
| Month 1–3 | NCNC trials offered across services; iDEX DISC, ADITI & DRISHTI submissions live; DefConnect engagement | Multiple shots on goal, in parallel |
| Month 4–6 | Field-quality prototype demonstrated; challenge evaluations and trials underway | We build and deliver, not just propose |
| Month 6–9 | First service branch takes a system into NCNC evaluation | Operational demand signal from a service |
| Month 9–12 | First contract in discussion — won via a challenge (iDEX / ADITI / DRISHTI) or an NCNC trial; pilot scoped | Path to revenue visible |
| Month 12–18 | First operational deployment complete; second contract in pipeline | Reference system delivered |
| Month 18–36 | 1–3 contracts fulfilled across channels; scale-grant (iDEX Prime / ADITI) or direct contract; Series A raise | Scale-ready — team, deployments, recurring revenue |
| Category | Allocation |
|---|---|
| Team — 4 senior engineers + domain specialist | 55% · ₹7.84 Cr |
| Prototype development and equipment | 20% · ₹2.85 Cr |
| Demonstrations, testing, compliance | 12% · ₹1.71 Cr |
| Operations, travel, legal, IP | 8% · ₹1.14 Cr |
| Buffer | 5% · ₹0.71 Cr |
"The companies that achieve operational deployment first will set the standard for every contract that follows. The window is open — and Strangeloop means to be India's answer."