Beyond
coordinates.
When GPS is unavailable, the world doesn't stop moving. I-NAV explores how incomplete clues can become actionable geographic insight.
Location intelligence
when certainty ends.
I-NAV is a research-stage framework for estimating plausible locations from incomplete information, such as a last known position, elapsed time, travel mode, and optional direction.
Start with clues.
Represent what is known, and what remains uncertain, about a person's or team's movement.
Model possibilities.
Use probabilistic reasoning to assess candidate geographic areas without treating assumptions as certainties.
Support decisions.
Present ranked areas for human review and reassess them as new evidence emerges.
The hardest places
to find an answer.
Potential applications are exploratory and require use-case-specific validation. They do not imply operational deployment or certification.
Search and rescue
Explore evidence-based prioritization when location signals are missing or unreliable.
Field-team recovery
Investigate possible locations using last-known information and movement constraints.
Emergency response
Help researchers evaluate how uncertainty could be presented to trained decision-makers.
Technology integration
Evaluate whether probabilistic location inference can complement existing operational systems.
Evidence
before claims.
The research is being evaluated. A useful localization model must do more than shrink a map. It must demonstrate how reliably the true location remains within the prioritized area, how uncertainty is calibrated, and how results respond to incorrect assumptions.
No claim of government endorsement, operational certification, or proven field effectiveness is made here. Any public discussion of external evaluations requires authorization.
Discuss evaluation ↗Building for a world
without perfect signals.
I-NAV is the working name for an emerging commercial initiative centered on GPS-denied localization and spatial decision support. Corporate identity, intellectual property arrangements, and product claims remain subject to confirmation.
Clarity matters.
Does I-NAV replace GPS?
No. It explores location estimation in circumstances where conventional positioning is unavailable or unreliable.
Is the technology ready for operational use?
Operational readiness has not been established by the information currently approved for this website. Independent validation remains necessary.
How are probable locations determined?
The research considers available location and movement clues and evaluates plausible areas probabilistically. Specific model implementations and performance require documented review.
Can we discuss a pilot or partnership?
Yes. Expressions of interest can be reviewed, but commitments depend on intellectual property rights, technical readiness, and applicable approvals.
Start a conversation.
Interested in research collaboration, technical evaluation, or future commercial partnerships? Send a message to the iNavScout team.
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