Unknot.id
Unknot.id builds Fuse AI™, a software-only AI platform that delivers sub-meter 3D positioning in GPS-denied environments using existing smartphones and devices. It serves defense agencies (U.S. Army), large venues (DFW Airport, Mohegan Sun), and commercial customers needing indoor and multi-level tracking.
- Company typePrivate
- Founded2020
- HeadquartersOrlando, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Unknot.id does
Unknot.id Inc. is a privately held, Orlando, Florida-based software company founded in 2020 that has developed Fuse AI™, a cloud-based AI platform for real-time 3D positioning (x, y, z coordinates) in environments where GPS is unavailable, denied, or unreliable — including multi-level buildings, underground parking structures, forests, caves, and GPS-contested combat zones. Fuse AI uses a proprietary multi-sensor fusion architecture that ingests raw signals from existing commercial-off-the-shelf devices (smartphones, radios, drones, ground vehicles) via a device SDK, then transforms that noisy sensor data into sub-meter accurate positioning, navigational context, and spatial awareness through deep learning motion detection, pattern recognition, and uncertainty-aware sensor fusion. The platform is sensor-agnostic, requires zero additional infrastructure such as beacons or specialized hardware, and integrates with mapping systems including Google Maps, Apple Maps, ESRI ArcGIS, and GeoComm.
Unknot.id serves three primary verticals: defense and military organizations (anchored by U.S. Army DEVCOM co-development and the 2022 U.S. Army Phase II SBIR award), operational tracking for security, safety, and business operations teams in venues such as DFW Airport and Mohegan Sun Casinos, and navigation/SOS use cases for commercial businesses in complex environments. The company reports field-validated outcomes including sub-meter to <1% error rates in GPS-denied settings, 0.3m–3m accuracy at Mohegan Sun with flawless floor-level detection, and 15x ROI relative to a >$5M beacon installation alternative.
The business model is enterprise SaaS delivered through a device SDK plus cloud AI, sold via direct enterprise sales and channel partnerships with ESRI (ArcGIS ecosystem, since April 2023) and GeoComm (public safety mapping, announced April 2026). Pricing is quote-based with multi-year contracts. To date, Unknot.id has been funded almost exclusively by non-dilutive U.S. government grants (Department of Defense, U.S. Army DEVCOM, U.S. Air Force) and the National Science Foundation, totaling approximately $4.29M across 2019–2024, with no disclosed venture capital or commercial ARR. The company operates with a small team (1–10 employees).
Unknot.id firmographics
Firmographics- Name
- Unknot.id
- Legal name
- Unknot.id Inc.
- Website
- https://unknot.id
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Unknot.id builds Fuse AI™, a software-only AI platform that delivers sub-meter 3D positioning in GPS-denied environments using existing smartphones and devices. It serves defense agencies (U.S. Army), large venues (DFW Airport, Mohegan Sun), and commercial customers needing indoor and multi-level tracking.
- Ownership category
- akta.pro rank
Unknot.id industry classification
Industry- Product category
- Indoor Positioning and Location Intelligence Software
- NAICS
- Computer Systems Design and Related Services (54151)
- SIC
- Services-Computer Integrated Systems Design (7373), Search, Detection, Navagation, Guidance, Aeronautical Sys (3812)
- akta.pro primary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
- akta.pro secondary industry
- Autonomy Software, AI & Mission Management (UAS/UXV) (IMABAIAH)
Keywords
Where Unknot.id is headquartered
LocationHeadquarters
- HQ city
- Orlando
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Unknot.id business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure
Revenue model
- SaaS / Software-as-a-Service (Fuse AI): Unknot.id offers its Fuse AI™ as a cloud-based software-as-a-service platform. Customers integrate the device SDK, connect to the cloud AI for real-time 3D positioning, and pay for access to the platform. The software is sensor-agnostic and works with existing COTS devices (smartphones, radios, drones, vehicles) without additional infrastructure purchases.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | Enterprise SaaS subscription — pricing not publicly disclosed |
Go-to-market motion2 records
Distribution channels4 records
Marketing channels5 records
Unknot.id product offering
Product offeringCore offering
Fuse AI™ is a cloud-based, AI-driven software platform that delivers real-time 3D positioning (x, y, z coordinates) by fusing raw sensor data (accelerometer, gyroscope, barometer, magnetometer, and other signals) from existing commercial-off-the-shelf devices. It works in GPS-denied and GPS-contested environments such as multi-level buildings, underground parking, forests, and caves, achieving sub-meter accuracy without requiring beacons, specialized sensors, or additional infrastructure. The platform is delivered via a device SDK that connects to a cloud AI service and integrates with mapping systems including Google Maps, Apple Maps, and ESRI ArcGIS.
Product overview
Unknot.id offers a single unified product called Fuse AI™, an AI-driven software platform for location intelligence. The platform consists of the core Fuse AI engine, a Cloud Service component for processing, and a Device SDK for integration. Fuse AI transforms noisy sensor data from commercial-off-the-shelf devices into precise 3D positioning without requiring additional infrastructure like beacons or GPS. The platform serves military/defense, operational tracking for security/safety, and commercial navigation/SOS use cases.
Differentiator
Problem solved
Functional benefit
Products and services
- Fuse AI™ Fuse AI™ is an AI-driven software platform that uses multi-sensory tracking to deliver reliable, real-time 3D positioning data across any environment. It provides sub-meter accuracy (less than 1% error rate) with no additional infrastructure required beyond existing commercial-off-the-shelf devices such as smartphones, radios, drones, and vehicles. The platform serves defense and military, operational tracking for security and safety, and commercial navigation and SOS use cases.
Quantifiable outcome
- Sub-meter to <1% error rate in GPS-denied environments (vs. GPS with >20m error)
- +5 more outcomes
Companies that use Unknot.id
Customer profileNamed customers3 records
Segments3 records
Ideal customer profiles3 records
Unknot.id technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability4 records
Feature8 records
Unknot.id partnerships and signals
Strategic signalPartnerships
Three partnerships are on record, tiered core and flagship.
- GeoCommcoreGeoComm and Unknot.id partnered to deliver public-safety-grade indoor location capabilities by integrating Fuse AI into GeoComm's dynamic map solutions. The collaboration targets public safety agencies, airports, healthcare systems, large venues, transportation hubs, and enterprise campuses, combining indoor positioning intelligence with public-safety-grade mapping.
- ESRIcoreUnknot.id joined the ESRI Partner Network and began integrating its Contextual Behavioral Intelligence Platform (CBIP) with ArcGIS technology. The integration enables the tracking and visualization of humans and assets indoors using zero infrastructure, targeting ESRI's global enterprise GIS customer base.
- U.S. Army Development Command (DEVCOM)flagshipPartnership with U.S. Army Development Command (DEVCOM) to enhance platform capabilities for tracing users anywhere, including large multi-level buildings and narrow spaces. This co-development relationship is a key strategic engagement for defense-grade product maturation.
Scale indicators6 records
Recent moves6 records
Expansion highlights5 records
Unknot.id competitors and assessment
Company assessmentDirect peers
- Quuppa: Quuppa delivers BLE-based real-time locating systems (RTLS) with sub-meter accuracy for industrial, healthcare, and logistics. Comparable on accuracy claims and target verticals, although Unknot.id is differentiated by its zero-infrastructure software approach.
- Pointr: Pointr offers indoor positioning and wayfinding software for airports, retail, and large venues using BLE beacons and cloud AI. Comparable to Unknot.id on venue navigation and indoor mapping, though with a beacon-led rather than zero-infrastructure model.
- Inpixon: Inpixon (now operating via CXApp and related subsidiaries) sells indoor positioning, mapping, and location intelligence for enterprise venues, airports, and government. Most directly comparable to Unknot.id's Fuse AI offering in operational tracking and venue use cases.
- Estimote: Estimote provides BLE beacons and a software platform for indoor location, asset tracking, and proximity experiences. Competes with Unknot.id in the indoor positioning market via an alternative (hardware-dependent) technology stack.
- Situm Technologies: Situm provides indoor positioning and wayfinding as a SaaS for hospitals, airports, and large buildings. Competes with Unknot.id on software-only indoor positioning and is a useful pricing/GTM comparable.
Broad incumbents
- Google Indoor Maps: Google Maps' indoor floor plans and indoor Live View positioning represent a default free alternative for venue navigation. Competes indirectly with Unknot.id on indoor positioning, particularly for consumer navigation and SOS use cases.
- Trimble: Trimble provides GNSS, positioning, and location intelligence across geospatial, construction, and agriculture. An established incumbent with overlapping positioning/navigation technology applicable to Unknot.id's enterprise and defense segments.
- Mapbox: Mapbox offers a developer-focused mapping and location platform, including indoor maps and navigation SDKs. Comparable to Unknot.id as an SDK-based mapping/positioning infrastructure layer for enterprise and consumer applications.
- HERE Technologies: HERE provides mapping and location platform services including indoor mapping and asset tracking. A broad incumbent that overlaps with Unknot.id in indoor maps, positioning APIs, and venue wayfinding.
- Hexagon (NovAtel): Hexagon's Positioning division (including NovAtel) provides GPS/GNSS and resilient PNT solutions for defense, aerospace, and industrial customers. A broad incumbent competing with Unknot.id's defense GPS-denied positioning use cases.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks7 records
Key highlights7 records
Customer concentration
Unknot.id social profiles
Digital presenceUnknot.id financial estimates
Financial estimateRevenue estimate
Valuation estimate
Unknot.id leadership team
Management profileNumber of profiles
Profiles3 records
Unknot.id funding detail
Funding detailFunding overview
Funding rounds8 records
Investors4 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Unknot.id M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Unknot.id
What does Unknot.id do?
Fuse AI™ is a cloud-based, AI-driven software platform that delivers real-time 3D positioning (x, y, z coordinates) by fusing raw sensor data (accelerometer, gyroscope, barometer, magnetometer, and other signals) from existing commercial-off-the-shelf devices. It works in GPS-denied and GPS-contested environments such as multi-level buildings, underground parking, forests, and caves, achieving sub-meter accuracy without requiring beacons, specialized sensors, or additional infrastructure. The platform is delivered via a device SDK that connects to a cloud AI service and integrates with mapping systems including Google Maps, Apple Maps, and ESRI ArcGIS.
Is Unknot.id a public or private company?
Unknot.id is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Unknot.id founded?
Unknot.id was founded in 2020. It employs 11 to 50 people.
Where is Unknot.id based?
Unknot.id is headquartered in Orlando, United States, in the North America region.
How does Unknot.id make money?
One revenue line is on record: saaS / Software-as-a-Service (Fuse AI).
Who are Unknot.id's main competitors?
Direct peers on record are Quuppa, Pointr, Inpixon, Estimote and Situm Technologies. Broad incumbents are Google Indoor Maps, Trimble, Mapbox, HERE Technologies and Hexagon (NovAtel).
Does Unknot.id have an API?
No public API is recorded for Unknot.id.
What industry is Unknot.id in?
Unknot.id's product category is Indoor Positioning and Location Intelligence Software. Its primary akta.pro industry code is HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management), with a secondary code of IMABAIAH, Autonomy Software, AI & Mission Management (UAS/UXV). Its NAICS code is 54151 and its SIC code is 7373.