This blog is included as part of our Oracle Defense Ecosystem member spotlight series and is written in collaboration with Reka.
Today, defense and public safety operations are inundated by video but often starved of insight. Militaries, government agencies, cities, and mass transit systems manage enormous volumes of full-motion video footage from CCTV, body-worn cameras, and ISR (Intelligence, Surveillance, and Reconnaissance) sensors. Despite the vast amounts of visual data generated from a multitude of systems, many security teams are still manually reviewing raw feeds and using rigid, motion-based detection rules. Recognizing the need for modernization, Reka, an AI company, has developed advanced AI language models and multimodal AI systems to help transform the surveillance landscape. Their models enable real-time, natural-language video analysis that helps improve detection accuracy, speed response, and reduce operator workload in defense and public safety missions.
Reka brings innovative AI capabilities to the Oracle Defense Ecosystem
Reka’s innovative approach to providing contextual understanding and proactive intelligence to defense, safety, and intelligence missions is a key reason why the company is a member of the Oracle Defense Ecosystem. Launched in June 2025, the Oracle Defense Ecosystem provides its member companies access to Oracle’s cloud, technology, and resources to help them make their solutions available across the defense industry globally, aiming to advance stability and security for allied nations.
Reka Vision: Structured, searchable video content at scale
Surveillance modernization is not about adding more cameras, it is about changing how video is interpreted and acted upon. Reka Vision is a next-generation multimodal AI system built to interpret, search, and reason across video and image content at scale. Reka Vision changes the fundamental architecture of detection. Rather than viewing the world as a series of isolated frames, Reka’s AI models are built for contextual understanding, providing reasoning over context. By understanding the sequence and intent behind events, Reka filters out the trivial and surfaces only what truly matters.
Transforming the surveillance landscape in 4 steps
Deployed on Oracle Cloud Infrastructure (OCI), Reka transforms surveillance into actionable insights in four steps:
Step 1: Understand video contextually
Traditional surveillance systems treat video as isolated image streams. Instead, Reka Vision builds a contextual understanding of video by analyzing behavior patterns and sequences over time and across multiple cameras. This means the system can often understand the “who, what, and why” behind footage, turning nearly any collection of video streams into a searchable, summarized, and actionable intelligent asset. With Reka Vision, customers and mission owners can transform their reaction loop, accelerating from simple monitoring to strategic discovery.
Step 2: Prioritize events over motion
Building on the contextual understanding, Reka Vision prioritizes meaningful events over raw
motion. A legacy camera system can provide an alert when a car moves, but without context, this alert is just noise. Reka Vision is designed to detect complex, real-world events to tell you why events matter.
Using multi-frame and multi-camera reasoning, Reka Vision can:
- Understand interactions and intent
- Track actors across time and locations
- Connect cause-and-effect sequences
These differentiated capabilities allow operations teams to maintain real-time situational awareness and proactive incident response. Reka Vision can detect complex events such as crowd escalation, altercations, object tracking, resource allocation, or perimeter monitoring without needing to manually configure rules for every camera and scenario. Instead of triaging thousands of meaningless motion triggers, Reka Vision surfaces only high-value events that require human intervention, helping reduce operational friction.
Step 3: Search, summarize, and respond with clarity
With contextual understanding in place, operations teams can search, summarize, and investigate video using natural language queries. Reka Vision enables operators to retrieve relevant moments across large archives, generate summaries and reports, and trigger real-time alerts.
Instead of visually inspecting hours of footage, security operators can use natural language to proactively:
- Search across massive video archives instantly
- Reconstruct events before, during, and after an incident
- Ask questions of footage (“What happened here before the incident?”)
- Retrieve only the specific moments that matter
Reka Vision helps reduce the need for hours of manual review and enables teams to transition their operations from reactive playback to proactive discovery, real-time response, and post-incident investigation, all within a single operational flow.
Step 4: Integrate into existing workflows
Reka Vision is designed to integrate into existing operational environments—not replace them. With secure APIs and flexible integration options, Reka Vision connects with many legacy video management systems, command centers, and reporting workflows. Teams gain an intelligent layer on top of the tools they already use, enabling hybrid and incremental adoption without disruption. Reka’s approach accelerates deployment, reduces friction for operators, and allows organizations to scale capabilities over time.
From noise to insight: a real-world example of contextual vision in the field
Alert fatigue has long been a primary challenge for operators and customers who manage motion-triggered systems that flood analysts with non-actionable noise, forcing them into a relentless cycle of manual triage.
After deploying Reka Vision, the Orange Village Police Department in Ohio shifted from simply watching video to understanding context, delivering measurable results:
- 65% faster case resolution
- 42% reduction in crime
- 40% cost savings
- 89% officer satisfaction
The true value of Reka Vision is in the human experience. With real-time alerts and automated summaries, officers were able to lead investigations with unprecedented speed, often resolving cases without the need to leave the station.
When AI understands context and lightens workloads, it empowers people to focus on what they do best—keeping communities safe.
Oracle Cloud Infrastructure: The foundation for secure, scalable deployment
Defense and public safety workloads require secure, reliable infrastructure like OCI.
- Secure AI on Oracle sovereign cloud: Reka Vision on OCI enables public sector and defense agencies to deploy multimodal AI within Oracle sovereign cloud environments, helping to ensure that sensitive intelligence is processed and stored entirely within the designated cloud region. For defense agencies, this approach supports strict data residency, sovereignty, and security requirements for classified missions, addressing local and national compliance requirements.
- Threat triage with OCI GPU instances: Advancing from basic motion detection to contextual reasoning, Reka Vision filters out non-actionable “noise” to transform surveillance streams into actionable intelligence. Powered by OCI Compute, Reka Vision can alert analysts to critical security events such as unauthorized access, perimeter breaches, or suspicious object identification. This enables defense agencies to rapidly assess potential threats and coordinate timely, informed responses across sensitive environments.
- Enhanced imagery intelligence on OCI’s flexible architecture: Reka Vision transforms massive volumes of imagery from aerial and ground-based sensors into a searchable, intelligent asset. Existing surveillance and reconnaissance systems can integrate seamlessly with OCI’s flexible architecture, so defense analysts can quickly search large archives to identify patterns and monitor suspicious activity. This capability helps reduce the need for hours of manual review and helps increase mission owners’ situational awareness.
Running on OCI, agencies can adopt Reka’s advanced video intelligence without replacing their existing infrastructure, accelerating deployment while maintaining continuity and addressing data residency and a variety of compliance requirements.
Defense and public safety surveillance modernization depends on systems that can reason beyond simply recording and replaying footage. As part of the Oracle Defense Ecosystem, Reka provides agencies with a clear path for turning surveillance into a proactive intelligence network.
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