Who should use the Threat Detection and Sensor Fusion for Defense workflow?
Teams or solo builders working on defense & security tasks who want a repeatable process instead of one-off tool experiments.
AI Workflow · Defense & Security
Leverage KELA's secure, AI-driven platform to fuse multi-sensor data, detect threats in real-time, and integrate with command and control systems for enhanced battlefield situational awareness.
Deliverable outcome
A real-time, shared situational picture accessible to all authorized decision-makers.
30-90 minutes
Includes setup plus initial result generation
Free to start
You can swap tools by pricing and policy requirements
A real-time, shared situational picture accessible to all authorized decision-makers.
Use each step output as the input for the next stage
Step map
Instead of relying on a single generic AI model, this pipeline connects specialized tools to maximize quality. First, you'll use KELA to all sensor data is ingested, normalized, and time-synchronized in a single pipeline. Then, you pass the output to KELA to a single, fused track list with estimated states for all objects in the area of interest. Then, you pass the output to KELA to real-time identification and classification of threats with confidence levels and geolocation. Then, you pass the output to KELA to seamless, real-time data exchange between kela and c2 systems, enabling unified situational awareness. Finally, KELA is used to a real-time, shared situational picture accessible to all authorized decision-makers.
Ingest and Normalize Multi-Sensor Data Streams
All sensor data is ingested, normalized, and time-synchronized in a single pipeline.
Fuse Sensor Data into Unified Tracks
A single, fused track list with estimated states for all objects in the area of interest.
Detect and Classify Threats in Real-Time
Real-time identification and classification of threats with confidence levels and geolocation.
Integrate with Command and Control Systems
Seamless, real-time data exchange between KELA and C2 systems, enabling unified situational awareness.
Visualize and Disseminate Situational Picture
A real-time, shared situational picture accessible to all authorized decision-makers.
Configure KELA's platform to connect to all available sensor sources (radar, EO/IR, acoustic, SIGINT, etc.). Use built-in adapters or custom APIs to pull raw data, then normalize timestamps, coordinate systems, and data formats into a unified schema. This step ensures that heterogeneous sensor feeds are aligned and ready for fusion.
Why KELA: KELA is explicitly designed for multi-sensor data fusion and real-time situational awareness, directly matching the need for data ingestion adapters and schema registry.
Apply Kalman filters or particle filters within KELA's AI engine to combine overlapping sensor observations into single, coherent tracks for each detected object. Use association algorithms (e.g., JPDA, MHT) to resolve ambiguities and reduce false positives. The result is a fused picture of the battlespace with reduced uncertainty.
Why KELA: KELA's core capability is multi-sensor data fusion, directly fulfilling the need for a fusion engine and unified track generation.
Deploy pre-trained AI/ML models on KELA's secure edge or cloud to analyze fused tracks and raw sensor signatures for threat indicators (e.g., hostile IFF, anomalous behavior, weapon signatures). Use rule-based logic and anomaly detection to classify threats and assign confidence scores. Trigger alerts immediately when thresholds are exceeded.
Why KELA: KELA includes threat detection and identification as a primary function, aligning with real-time AI inference and threat classification.
Use KELA's secure API gateway to push fused tracks, threat alerts, and situational overlays to existing C2 systems (e.g., ADSI, JADOCS). Format data according to NATO STANAG or other interoperability standards. Enable bidirectional communication so commanders can task sensors or request additional data.
Why KELA: KELA's API gateway and integration capabilities are designed for command and control system connectivity, matching the need for C2 connectors and encryption.
Generate a common operational picture (COP) using KELA's visualization dashboard, showing fused tracks, threat overlays, and sensor coverage. Export the COP as a web map, video feed, or data stream for distribution to command posts, dismounted units, and allies. Ensure role-based access control for security.
Why KELA: KELA provides real-time situational awareness and visualization, directly fulfilling the need for a dashboard and map server for the common operational picture.
§ Before you start
Teams or solo builders working on defense & security tasks who want a repeatable process instead of one-off tool experiments.
No. Start with the top pick for each step, then replace tools only if they do not fit your pricing, compliance, or output needs.
Open the mapped task page and compare top options side by side. Prioritize output quality, integration fit, and predictable cost before scaling.
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