Tessure · Trusted Autonomous Security
Verified response,
not false alarms.
Edge multi-sensor fusion for fixed critical infrastructure. Corroborate on-site. Sign the evidence. Overlay the VMS the customer already owns. No rip-and-replace.
§ 01 · The thesis
False alarms are not an AI-video problem. They are a sensor-fusion problem.
For a decade the category answered noise with more cameras and more analytics. It didn't work. Single-modality systems bottom out at around eighty-five percent accuracy on outdoor perimeters because rain, fog, wildlife, and shadows all defeat them. Adversaries defeat them by choosing conditions.
Video confirms class. Radar confirms range and velocity. Thermal confirms heat signature. Acoustic confirms rotor, engine, or gunshot. Fused at the edge, they corroborate each other before a human sees anything.
Two seconds of honest engineering math beats a year of model tuning on a single modality. Tessure is the fusion brain. Your VMS keeps its job.
§ 02 · Platform
Five modules.
One verified stream.
A fusion brain sitting atop the VMS, access control, and dispatch infrastructure the customer already owns. No rip-and-replace.
Ingests four to sixty-four video streams, radar, thermal, and acoustic. Runs all perception and fusion locally. Twenty-four hours of autonomy during WAN loss.
Operators see only verified events. Side-by-side corroboration view. Policy playbooks gate actions. No raw video streaming by default.
Every verified event is hashed, Merkle-rooted, signed with the site's key, and exportable for insurance, law enforcement, or regulator review.
Genetec, Milestone, Lenel, CCURE, Splunk, Elastic, Sentinel, TAK/CoT, PagerDuty, ServiceNow. Overlay, not replace.
Cross-site aggregation, fleet management, and model distribution for customers that opt in. Edge-first means Cloud Assist is additive, never required.
§ 03 · Fusion Node · Hardware
Passive, ruggedized, signed at boot.
NVIDIA Jetson Orin NX, one hundred TOPS of on-device inference, IP67 enclosure, no fans. Hashes and signs evidence locally. Continues to operate for twenty-four hours without a WAN connection.
- compute
- Jetson Orin NX · 100 TOPS
- environment
- IP67 · −20 to 60 °C
- inputs
- 16 video · 4 radar · thermal · acoustic
- power
- 12–48 V DC · 40 W typical · 80 W peak
- offline
- 24 h edge autonomy
- root of trust
- TPM-anchored · signed boot
§ 04 · Evidence
Five stages from event to signed artifact.
Single-modality camera systems produce footage. That is not evidence. Insurance underwriters, civil courts, and police require provenance, integrity, and chain of custody. Tessure ships evidence as a first-class product — hashed, Merkle-rooted, site-signed — delivered to your VMS, SIEM, or insurer with nothing extra to wire up.
§ 05 · Scenarios
Six site archetypes.
One fusion engine.
Pick a scenario to load into the simulation below. Each walks the detect → verify → act loop end-to-end, with realistic sensor placement and the SOP response a verified event triggers. The simulation updates in-page when a card is selected.
Interactive Tabletop Exercises
Explore real-world deployment scenarios. Watch how Tessure detects, verifies, and responds to threats across different environments using multi-sensor fusion and autonomous response.
Drag to rotate • Scroll to zoom • Click devices for info
High-Value Private Estate
Perimeter intrusion detection at a 50-acre family office compound
Environment
Wooded estate with main residence, guest houses, and perimeter fence
Threat Vectors
Sensor Array
Response Capabilities
Situation
An unauthorized individual breaches the perimeter fence at 2:47 AM, attempting to approach the main residence through wooded terrain.
Detection & Fusion
Ground-based radar detects motion at sector 3. Thermal cameras confirm human heat signature. Multi-sensor fusion eliminates false positive from wildlife (deer have different thermal + motion profiles).
Verification
Autonomous drone dispatches from dock, reaches perimeter in 12 seconds. High-resolution visible + thermal imaging confirms single adult male, no visible weapons. Facial recognition attempted but subject wearing mask.
Automated Response
SOP engine activates: perimeter lights illuminate sector 3, audible warning broadcast, security team alerted via encrypted push. Drone maintains tracking at safe distance. Gate access points automatically locked. Evidence package begins compilation.
Outcome & Evidence
Subject retreats within 38 seconds of detection. Full incident timeline, sensor telemetry, and 4K video evidence packaged and cryptographically signed within 6 minutes. False alarm rate remains at 2.1% (well below 5% SLA). Zero guard deployment required.
How Tessure Enables This
§ 06 · The case
The numbers the category gave up on.
Physical security has been paying for noise for a decade. Fusion turns “something moved” into an adult human, 1.8 m, 20 m from the fence, moving toward asset at 0.8 m/s. Operators stop being classifiers and start being decision-makers.
- 94–99%
- Industry-measured FP rate on single-modality perimeter
- <5%
- Tessure design target after 30-day tune
- $725M
- US cargo theft 2025 · Verisk CargoNet · +60% YoY
- 3,500+
- Physical incidents at critical infra 2024 · E-ISAC
Compliance posture
- SOC 2 Type 1 · pending
- ISO 27001 · planned
- UL
- FCC Part 15
- CE
- NERC CIP-014 aligned
- TSA SD02F aware
§ 07 · Position
Built for the VP Security,
not the warfighter.
Tessure is engineered for risk officers, facilities VPs, GSOC operators, and insurance loss-control teams — the people who hold liability for critical commercial infrastructure. Not DoD-inherited aesthetics. Not militarized workflows. Trusted infrastructure, quietly.
§ 08 · Scale
Fifty-five thousand NERC-registered sites. One thousand five hundred high-risk transmission substations. Every one of them is a physical-security problem we are still solving with 2010-era tools.
§ 09 · Resources
Read the architecture before you call.
The whitepapers cover the fusion engine, the evidence pipeline, privacy posture, and the integration surface. Written for the people who defend the purchase internally.
§ 10 · Pilot
Sixty days.
One site.
Measured against your baseline.
Tessure funds the hardware and the install. You measure false-positive reduction and MTTA against your existing baseline. Keep the data either way. Convert on value.