Manar · Pitch Deck
Defence & Security · COMMAND & CONTROL
Manarمنار
AI-side sensor fusion and decision-support overlays for existing C4ISR stacks.
neuriya.ai — Sovereign, Arabic-first enterprise AI
Problem
Command teams reconcile separate screens instead of seeing one picture
- Radar, tracking, and aerial-sensing feeds arrive over different protocols — Link 16, STANAG, and custom formats — and rarely get fused into a single track picture.
- Command teams manually reconcile separate legacy displays to build a working operational picture, a process that costs time exactly when time matters most.
- When two sensor sources disagree on a track, the conflict is typically resolved silently by whichever system reports last, not surfaced for operator judgment.
- Sensor health and integration status live in separate systems, so a failed or degraded feed isn't visible from one place.
Solution
AI-side sensor fusion and decision-support overlays for existing C4ISR stacks
Product
Manar in action
How it works
From first touch to outcome
Connect
Existing C4ISR systems and sensor sources are connected through their native protocols — no rip and replace.
Fuse
Sensor data is correlated into a single common operating picture, with conflicts flagged rather than hidden.
Recommend
Decision-support overlays surface prioritized, confidence-scored recommendations for the command team.
Decide
Operations officers make the final call, with the full fusion trail available for review at any time.
Market
Sizing the opportunity
- TAM — $2.3B. GCC C4ISR modernization & sensor-fusion market
- SAM — $280M. Saudi command-and-control sensor-fusion integration spend
- SOM — $19M. 3-year obtainable share via design-partner command-team deployments
Legacy C4ISR systems across the region are due for modernization, and Vision 2030's defence-localization goals favor an integration layer that fuses existing sensors over a foreign rip-and-replace program that discards infrastructure already in place.
Business model
How Manar makes money
Per-sensor-connection license
Priced by the number of sensor and system connections fused into the common operating picture.
Command-center subscription
Recurring fee for the fusion layer and decision-support overlays running at a command center.
Integration & protocol-adapter fee
One-time fee to build protocol adapters connecting existing C4ISR systems and sensors.
Revenue streams
Where the revenue actually comes from
Competition
Where we win
Our edge
- Connects to existing C4ISR systems through their native protocols — no rip-and-replace of legacy command infrastructure.
- Fusion conflicts are surfaced explicitly for operator review, instead of silently resolved by whichever source reports last.
- One sensor and system-health registry spans every connected sector, giving command visibility no single legacy system provides on its own.
- Founding team combines Saudi command-and-control operating experience with sensor-fusion engineering.
Traction
Early validation, built for pilot readiness
- Full C4ISR integration experience designed and built end-to-end: common operating picture, sensor registry, and decision-support case review.
- Architecture pre-aligned to NDMO Classification, NCA ECC-2, ISO 27001, and CCC.
- Actively selecting design-partner command teams for a first C4ISR integration pilot cohort.
Go-to-market
Land on one command center, expand across the sensor estate
- 1Land with 1-2 design-partner command teams willing to fuse a subset of existing sensor and system feeds into a common operating picture.
- 2Prove track-correlation accuracy and time-to-decision gains over a pilot period against the team's existing separate-screen workflow.
- 3Expand to the full sensor estate and additional command centers through the integration relationships the first pilot establishes.
Team
Built by operators, not just builders
The ask
Raising a seed round to reach first C4ISR integration pilots
We're raising to fund multi-protocol sensor-fusion hardening, decision-support overlay development, and the core engineering team through first-revenue pilot deployments.