Mission-driven, not pixel-driven.
Operators express intent; the system is designed to determine what information is most relevant to transmit.
SecurePro Research · Edge Intelligence
SemISR — Mission-Aware AI at the Tactical Edge
SecurePro is advancing SemISR, semantically aware ISR for bandwidth-constrained unmanned systems.
Small drones see far more than their radio links can carry. When links degrade, conventional video can freeze and operators can lose continuity of the picture. SemISR takes a different approach. Instead of compressing everything, it is designed to understand what the mission is asking for and send what matters first, with a traceable reason for every decision.
01 — The problem
The sensor can see it.The link cannot always carry it.
Small unmanned systems can generate more visual information than constrained tactical links can reliably move. When connectivity degrades, sending everything equally can make the information that matters hardest to receive.
02 — Change the question
Don't ask:“How do we send everything?”Ask:“What matters to the mission right now?”
Not just better compression. Better decisions about what needs to cross the link.
03 — Differentiators
What sets SemISR apart
Explainable by design.
Every transmission is designed to carry a traceable reason for the decision, helping operators understand what was prioritized.
Built for the edge.
Designed to run onboard, with no cloud connection required.
Independently verified.
SecurePro verifies results before they are claimed, the same discipline we bring to federal cybersecurity and RMF programs.
04 — Mission signal
Observe. Prioritize. Explain.
Observe — many abstract signals move from the edge toward the mission, all treated equally.
Mission relevance can emerge over time.
What matters may be a moment, a change or a pattern — not only an object in a single frame. SemISR is designed to consider how information develops across time.
05 — At the edge
At the edge means at the edge.No cloud connection required.
SemISR is being designed around the realities of disconnected, intermittent and constrained operating environments — where mission support cannot assume continuous access to centralized infrastructure.
From sensor to decision: designed to reason across visible and thermal information onboard, at the edge.
06 — Explainability
Decision support should leave a trace.
Explainability is a design principle, not an afterthought. SemISR is being developed around traceability so operators can understand why information was prioritized.
Select an information object
07 — Why SecurePro
Evidence before claims.
SecurePro pairs AI-accelerated engineering with independent technical review. Requirements are traced, results are verified, calculations are independently reconciled and release packages are checked against governing instructions before claims are made.
Requirement Traceability
- SOLICITATION
- REQUIREMENT
- RESPONSE
- QA
Independent Verification
- RESULT
- INDEPENDENT CHECK
- EVIDENCE
Cost Reconciliation
- SOURCE
- MODEL
- RECALCULATION
Submission QA
- FILES
- MARKINGS
- INTEGRITY
- RELEASE
Illustrative examples of SecurePro's engineering discipline; not SemISR technical architecture.
08 — Research Initiative
SecurePro Research
SemISR
SemISR is a SecurePro research initiative focused on mission-aware edge AI for bandwidth-constrained environments.
- Research focus
- Mission-Aware Edge AI
- Mission environment
- Bandwidth-Constrained Edge
- Engineering approach
- Explainable · Edge-First · Evidence-Driven
When every bit can't get through, the mission still has to.
Exploring mission-aware edge AI for ISR, public safety or infrastructure monitoring?