Active development
World model & reasoning
Janus
Correlates observations, entities, relationships and context into an evolving operational picture while preserving provenance and uncertainty.
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Commercial & Public Sector
Operational understanding for the real world.
A utility crew, port operator or municipal field team may need to relate an equipment report to a location, changing weather and nearby activity. Those details often sit in separate systems and arrive at different times.
Recon is developing situational awareness technology for bringing those fragments into a clearer operating picture, whether the work involves infrastructure, transportation, coastal operations, environmental monitoring, industrial activity or teams in the field.
Explore the technologyILLUSTRATIVE ENVIRONMENTTECHNOLOGY UNDER DEVELOPMENT
Operational awarenessInteroperable systemsReal-world operations
Technology follows the problem
Built around operations, not industries.
Recon technology is not divided into a government version and a commercial version. The same core technologies can support different organizations when the underlying problem is the same: information exists, but it is fragmented, difficult to relate or hard to use quickly.
The goal is to make operational information more understandable without forcing organizations into one rigid technology stack.
Work alongside what is already there.
Real organizations already have systems, sensors, software and workflows. Recon’s modular approach is intended to let individual technologies contribute where they are useful and exchange compatible information with other systems rather than requiring everything to be replaced.
Evidence-based research & analysis
Aquila
ResearchAquila’s long-term aim is a general-purpose, evidence-based research and analytical framework for investigating complex questions. It is intended to follow evidence across sources, relationships and chronology, test competing hypotheses and make contradictions and missing information explicit.
Its current proving ground is the Ninth Legion historical research program. That work uses a structured methodology, evidence records, a linked research workbook and documented hypotheses to develop evidence-supported answers while preserving uncertainty and source provenance.
Future applications include assessing entire operations: how decisions, resources, coordination and changing conditions affected outcomes, which alternative approaches might have helped and what could improve. Spatial and temporal reconstruction, simulation and replay are possible analytical methods within that broader inquiry.
The broader framework remains a future product direction. General-purpose research software, autonomous research workflows, whole-operation assessment software, simulation and replay software, a mature spatial reconstruction engine and Janus integration are not yet implemented.
The technology foundation
Modular by design.
Preserve the evidence. Build useful context. Make complex information easier to understand.
Explore the portfolioActive development
Acquisition, normalization & provenance
Wayfinder
Connects source data, preserves source identity and provenance, and translates heterogeneous observations into normalized evidence.
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Transport & governed interchange
Charon
Durable, governed interchange for moving validated information between systems, with journaling, idempotency, bounded retry, quarantine and replay.
Explore CharonActive development
3D visualization & interaction
Argus
Interactive 3D presentation and operator interaction for exploring the operational world represented by Janus.
Explore ArgusActive development
Spectrum awareness
Recon RF
Hardware-aware spectrum collection and identification, including real-time ADS-B and UAT decoding. Broader classification and direction finding remain in development.
Explore Recon RFOur technologies are under development. They are not generally available products.
Potential applications
Public needs. Broader possibilities.
Illustrative applications, not deployed solutions. Examples may include data sources, workflows or integrations that are planned or exploratory.
Explore application conceptsPublic safety & municipal operations
An intended application for emergency management, responder observations and civil coordination. Useful shared context for local teams and their larger partners is a design aim.
Illustrative conceptCritical infrastructure & utilities
An illustrative combination of utility assets, environmental sensing, infrastructure conditions and field crews. Specific integrations and operational workflows remain development work.
Illustrative conceptTransportation & connected field work
A future application concept connecting fleet and logistics activity, road conditions, field teams and weather. Useful context for civil services and wider commercial operations.
Illustrative conceptUse the technology where it fits.
Recon is building modular operational-awareness technology for organizations trying to make better sense of complex information. Our development approach distinguishes working foundations from what is still being developed, tested or explored.
Our development approach