Defence AI Engineering Services
// CelesticLabs — Solution Engineering Division

We Build the
Intelligence
Layer.

For established defence companies who need to move from fielded hardware to certified autonomous intelligence — without rebuilding their platforms. CelesticLabs provides end-to-end AI engineering services across integration, verification, dashboards, and deployment.

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4+
Platform Domains
8
Service Verticals
0
Cloud Dependencies
AI IntegrationPlatform-agnostic retrofit Custom Model DevDomain-specific training C2 DashboardsUAV · UGV · UAS unified Edge DeploymentNo cloud, no uplink Formal VerificationCertified by construction Mobile OperationsField-grade interfaces Adversarial HardeningJamming & spoofing resilient Data FusionMulti-sensor orchestration
01 — What We Do

AI Engineering
for Defence
Organisations

You build the platforms. We build the intelligence that runs on them.

CelesticLabs works directly with established defence OEMs, system integrators, and procurement organisations to design, develop, and deploy formally verified AI layers on their existing and new platforms — without requiring platform redesign or external cloud infrastructure.

Our services span the full AI lifecycle: from requirements capture and architecture design, through custom model development and edge deployment, to dashboard engineering and long-term operational support.

"Our clients don't need an AI company — they need an AI engineering partner who understands the constraints of defence operations and delivers solutions that pass the hardest test: certified to perform when every other system fails."
— CelesticLabs Engineering Principle
02 — Service Verticals

Eight Capabilities.
One Partner.

Each service is designed to integrate cleanly with your existing engineering teams, procurement timelines, and platform constraints — no rearchitecting required.

01 / 08
AI Platform Integration

End-to-end integration of OJAS-V1 or custom AI modules onto your existing UAV, UGV, UAS, or stationary defence platforms. We handle hardware interface, firmware adaptation, sensor bridging, and system-level validation — delivering a working AI layer without platform redesign.

Retrofit Hardware Interface System Validation
02 / 08
Custom AI Model Development

Purpose-built AI models trained on your platform's operational data, mission profiles, and sensor characteristics. We develop target classification, terrain analysis, threat trajectory, and situational awareness models — each with formally verified decision boundaries.

Domain Training Formal Verification Synthetic Data
03 / 08
Command & Control Dashboard

Premium C2 dashboard solutions connecting heterogeneous platforms — UAV video feeds, UGV sensor maps, radar overlays, and inference status — into a single unified operator interface. Available as desktop workstation, ruggedised tablet, and mobile field configurations.

Multi-Platform Real-time Fusion Mobile-Ready
04 / 08
Edge Intelligence Architecture

Full-stack architecture design for edge AI deployments — from custom silicon selection and compute topology to model compression, quantisation, and power envelope optimisation. We design systems that deliver sub-50ms inference in 3–8W power budgets.

Edge Compute Model Compression Power Optimised
05 / 08
Formal Verification & AI Audit

Independent certification of existing AI systems for use in safety-critical defence contexts. We apply formal methods to mathematically prove decision boundaries, audit model behaviour under adversarial conditions, and produce documentation suitable for procurement and regulatory approval processes.

Certification Formal Methods Audit Reports
06 / 08
Mobile & Field Operations Interface

Ruggedised mobile applications and tablet interfaces for field commanders — providing real-time access to platform telemetry, AI inference outputs, mission status, and inter-platform coordination from any connected or disconnected environment.

Android / iOS Offline-First MIL-SPEC UI
07 / 08
Multi-Platform Data Fusion

Architecture and implementation of real-time data fusion layers that aggregate sensor streams from heterogeneous platforms — combining UAV optical, UGV LIDAR, radar, and RF intelligence into a coherent shared operational picture, processed entirely at the edge.

Sensor Fusion Real-time Air-Gapped
08 / 08
Training, Simulation & Synthetic Data

End-to-end simulation environments for AI training — including synthetic sensor data generation, adversarial scenario modelling, and platform-specific digital twin environments. We close the training data gap without compromising classified operational data.

Synthetic Data Digital Twin Scenario Engine
Let's Work Together
Every project is custom-scoped to your platform and timeline.

We work directly with your engineering and procurement teams to scope the right engagement model — from a focused 6-week proof of concept to a full multi-year integration programme.

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Connected Systems Showcase — Loading
// Connected Intelligence
One Platform.
Every System.
Total Visibility.

From UAV aerial feeds to UGV sensor maps, mobile field interfaces to fixed installation dashboards — OJAS connects your entire platform network into a single verified intelligence layer.

03 — Coverage

Platform
Compatibility
Matrix

Our services are engineered to work across every major defence platform category. Every cell in this matrix has been validated through our internal integration programme.

Service
UAV / UAS
UGV
Stationary
AI Platform Integration
Custom Model Development
C2 Dashboard
Edge Architecture
Formal Verification
Mobile Field Interface
Data Fusion Layer
Training & Simulation

✓ Full support    ◎ Available with custom scoping

04 — Engagement Model

How We Work

01
Discovery & Requirements

We begin with a classified technical briefing — understanding your platform architecture, operational constraints, procurement timelines, and verification requirements before a single line of code is written.

2–4 Weeks
02
Architecture & Proof of Concept

We design the complete AI stack for your specific platform and deliver a working proof of concept — demonstrating inference performance, power consumption, and integration points on representative hardware.

4–8 Weeks
03
Development & Verification

Full system development, model training, formal verification, and interface engineering — conducted in close collaboration with your team. Deliverables include source code, verification reports, and integration documentation.

8–24 Weeks
04
Deployment & Long-term Support

Platform deployment, operator training, field validation, and ongoing model maintenance. We remain embedded partners through the operational lifecycle — updating models as threat environments evolve.

Ongoing
05 — Differentiators

Why Defence
Organisations
Choose Us

We are not a software consultancy who learned defence. We are a defence AI company that built its services division from the same engineering principles as its product.

Formal Verification First

Every AI system we deliver includes mathematically proven decision boundaries. Not benchmarked — verified. Our work produces documentation that supports procurement, certification, and operational audit processes.

100% Sovereign Technology

No foreign IP dependencies, no export-controlled components, no cloud services operated outside Indian jurisdiction. Our full stack is domestically developed and remains yours after delivery.

Platform-Agnostic by Design

Our architecture is built to interface with any platform, any sensor suite, any communication protocol — without requiring vendors to change their hardware roadmap. We adapt to your constraints, not the other way around.

Embedded Engineering Teams

We don't deliver a product and leave. Our engineers work alongside your team throughout the project lifecycle — building internal capability and ensuring operational continuity long after handover.

Adversarial Hardening Standard

Every system we build is tested under adversarial conditions — jamming, spoofing, sensor degradation, and novel attack vectors — before deployment. Our adversarial robustness layer is non-negotiable on every engagement.

06 — Engage CelesticLabs

Start the
Conversation

We work with a select number of defence clients at any given time to maintain engineering depth and delivery quality. If your programme has a need for certified edge AI, we want to hear about it.

Proof of Concept
6–8 week scoped engagement demonstrating AI performance on your platform hardware before full programme commitment.
4–8 Weeks
Integration Programme
Full AI stack development, formal verification, C2 dashboard, and platform deployment with embedded engineering support.
3–6 Months
Long-Term Partnership
Ongoing model maintenance, adversarial hardening updates, and engineering support as your programme evolves.
Ongoing
Verification Audit
Independent formal verification and certification of existing AI systems for procurement or regulatory submission.
2–4 Weeks
Dashboard Sprint
Dedicated C2 dashboard or mobile field interface delivery, scoped to your specific platform and operator workflow.
4–6 Weeks
Custom Scope
Every programme is different. Contact us to scope an engagement model built around your exact requirements and constraints.
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