4,812 vehicles under active drift monitoring on NADIR

ADAS calibration intelligence platform

SENSOR DRIFT
STOPPED. EVERY TIME.

NADIR is the execution layer between raw vehicle telemetry and safety-critical calibration outcomes. Detect drift before incidents, orchestrate guided interventions, prove every action.

Join now → Launch HORIZON Explore demos

NADIR — DRIFT ENGINE v2.1 · FLEET-204

StatusLIVE · shadow mode

VEHICLES MONITORED

4,812 units

LIVE

ACTIVE DRIFT EVENTS

3 critical

ACTION REQUIRED

TRACE COMPLETENESS

99.1 %

ISO-READY

MEAN TIME TO DETECT

4.8 min

↓ 62% vs BASELINE

Pilot programs across OEM, fleet, and repair networks

Trusted by teams at

Bosch Toyota Ford Applied Intuition Lucid

Developer surface

Real API contracts — click to inspect responses

Shadow-mode endpoints your fleet, MSO, or OEM integration hits. Same payloads power HORIZON, the console, and Calibration Lab exports.

GET /v1/fleet/health-summary

Full API reference → · SDK quickstart → · Investor snapshot JSON →

Live API demos

Four cinematics wired to real endpoints.

Fleet heatmap, fusion disagreement, evidence assembly, and dispatch queue — each backed by NADIR API contracts in shadow mode.

5.2d Pulse median lead-time

+3.4d vs OEM static baseline

9.4% False CAUTION (conformal)

4 Signed evidence bundles

Week-1 pilot replay · 12-vehicle Loom fleet · Exhibit A metrics

Shadow bench SHADOW_SCORECARD.md Pulse vs Meridian regression gate · LOI appendix Scorecard JSON shadow_scorecard_v2.json Machine-readable tier deltas for investor data room Exhibit A pilot_metrics.json Week-1 pilot export · tier counts + evidence bundles

API Theater live → Build LOI preview

Fleet residual heatmap

Regional tier density from /v1/fleet/health-summary

Fusion disagreement theater

Cross-modal residuals when camera, radar, and LiDAR diverge

Evidence bundle assembly

Detect → changepoint → validation → signed export timeline

Ingest → dispatch queue

Telemetry ingest through tier routing to shop dispatch

Fleet operators

Shadow eval on 100+ vehicles — console KPIs, weekly digest, no ECU writes.

Design partner package →

Repair networks

Post-glass and collision evidence at structural release — insurer-ready bundles.

Safelite pilot →

Regional fleets

$750 micro pilot → $750/mo subscription. Build your LOI before legal review.

LOI preview builder →

OPEN CONSOLE → PILOT PRICING

The problem

The trapped knowledge problem

Every calibration still starts from scratch.
Until NADIR.

Fragmented workflows, reactive drift handling, and audit gaps cost fleets, OEMs, and repair networks time, safety, and revenue.

01 — DETECTION

OPERATIONAL BLIND SPOTS

Most teams detect drift after performance degradation has already impacted runtime safety behavior in the field.

No continuous confidence envelope across sensors
No prioritization of intervention urgency
No cross-site reliability benchmark

02 — EXECUTION

INCONSISTENT WORKFLOWS

Technician quality varies heavily by location, tooling, and process maturity — with no enforcement layer.

Manual SOP interpretation across teams
Inconsistent pass/fail enforcement
Poor post-intervention validation quality

03 — EVIDENCE

AUDIT GAPS

Insurers, leadership, and OEM partners need traceable proof — not anecdotal updates from disconnected systems.

Missing action chain from detection to closure
Difficult incident forensics and root cause
No single exportable record of quality

Live perception

The perception core, running live.

Real-time multi-object tracking, monocular depth, lane geometry, and ego-motion — the same perception engine that feeds NADIR's drift and calibration intelligence.

Perception OS · Live Inference

TECHNICAL STACK

ENGINEERED FOR REAL-WORLD CALIBRATION OPERATIONS.

Signal-to-decision without manual handoffs. Every layer purpose-built for safety-critical reliability.

INGRESS

VEHICLE SIGNAL FABRIC

Multi-modal telemetry ingestion from camera, radar, IMU, CAN bus, and shop infrastructure

CAMERA RADAR IMU CAN

NORMALIZE

TEMPORAL ALIGNMENT BUS

Clock sync, quality gates, route-context enrichment, signal normalization across heterogeneous sources

CLOCK SYNC QUALITY GATES

INFERENCE

DRIFT + RISK ENGINE

Residual scoring, anomaly persistence detection, severity tier classification with confidence propagation

RESIDUAL SCORING SEVERITY TIERS

ORCHESTRATE

CALIBRATION CONTROL PLANE

Dispatch policies, SOP enforcement gates, validation checkpoints, pass/fail arbitration

SOP GATES DISPATCH

ASSURANCE

EVIDENCE GRAPH + AUDIT EXPORTS

Signed intervention lineage, claims bundles, compliance records, and partner API integrations

SIGNED ACTIONS CLAIMS EXPORT

OPERATIONS

FLEET RELIABILITY SURFACES

Ops console, executive KPI dashboards, site benchmarking loops, role-based access layers

OPS CONSOLE EXEC KPIs

Shadow math + sensor truth

SEE DRIFT BEFORE IT BECOMES LIABILITY.

Residual envelopes, fleet-normalized tiers, and ADAS danger reduction — the same primitives in the NADIR SDK and demos hub.

Yaw residual — 10 fleet days

Uncorrected drift With NADIR gating

3D sensor topology

Camera + corner radar + rear fusion — residuals projected in SE(3) with motion gating.

Danger index by ADAS profile

Red = without NADIR · Orange = with NADIR shadow scoring.

Before — heuristic threshold

if |Δyaw| > 0.5°: alert()
# no fleet prior, no motion gate
# 41% false positive on highway ACC

After — NADIR residual pipeline

tier = changepoint(residual, fleet_prior)
if tier >= HIGH and motion_ok: dispatch()
# 9% false positive · 4.8m MTTD

EXPLORE FULL DEMOS HUB →

The platform

Screen. Execute. Validate. Monitor. One loop.

Three interlocking workflows that close the loop from raw signal to insurer-ready evidence.

DETECTION TO TRIAGE

STEP 01

Live signal ingestion from vehicle and shop infrastructure telemetry

STEP 02

Adaptive drift anomaly scoring with confidence envelope modeling

STEP 03

Risk tier assignment by failure mode and operational context

STEP 04

Automated routing to responsible site and technician group

CALIBRATION EXECUTION

STEP 01

Pre-check and tooling verification gates enforced before procedure start

STEP 02

Parameter adjustment with guide rails, threshold constraints, and live feedback

STEP 03

Post-calibration validation cycle with quality confidence scoring

STEP 04

Pass/fail decision with mandatory evidence attachment and sign-off

REPORTING + GOVERNANCE

STEP 01

Complete timeline generation from trigger event to verified closure

STEP 02

Role-based dashboards for operations, QA, and executive teams

STEP 03

Partner exports formatted for insurers, OEM leads, and enterprise customers

STEP 04

Continuous site-level performance benchmarking and improvement loops

PRODUCT SURFACES

EXPLORE CORE INTERFACES.

Four operational surfaces that span detection, evidence, and executive visibility.

PRIORITIZED INTERVENTION QUEUE — SORTED BY RISK CONFIDENCE

VEHICLE ID	ISSUE DETECTED	SEVERITY	CONFIDENCE
FLEET-204	Camera yaw drift (+0.62°)	CRITICAL	0.94
FLEET-331	Radar amplitude collapse (−18dB)	HIGH	0.87
FLEET-087	Fusion confidence divergence	HIGH	0.81
FLEET-512	IMU temperature offset (site: BAY-7)	MEDIUM	0.73

MACHINE-GENERATED EVIDENCE CHAIN — FLEET-204 CAMERA YAW INCIDENT

T+0m

DRIFT THRESHOLD CROSSED

Camera pitch residual 0.62° exceeds ISO-21448 safety envelope. Risk class set to CRITICAL.

T+3m

DISPATCH CREATED

Automated routing to BAY-3 technician group. SOP document v2.4 attached to work order.

T+42m

CALIBRATION PROCEDURE INITIATED

All pre-check gates passed. Parameter adjustment commenced within guide rails.

T+59m

VALIDATION PASS — RESIDUAL 0.07°

Post-calibration quality score 0.96. Evidence photo bundle auto-attached.

T+62m

SIGNED EXPORT GENERATED

Claims bundle formatted for insurer review. Trace completeness 100%. Incident closed.

PROGRAM-LEVEL KPIs — Q2 2025 COHORT · ALL SITES

MEAN TIME TO DETECT

4.8min

↓ 62% vs unmanaged baseline

MEAN TIME TO RESOLVE

58min

End-to-end, detection to closure

CYCLE-TIME REDUCTION

29%

vs pre-NADIR deployment baseline

CLAIM SEVERITY PREVENTION

31%

Insurance-grade evidence coverage

INVESTOR OVERVIEW

THE NADIR OPPORTUNITY.

Six investment-grade thesis sections for fleet operators, strategic investors, and OEM partners.

SLIDE 01 — PROBLEM

$42B CALIBRATION MARKET WITH NO INTELLIGENCE LAYER

ADAS sensor systems require calibration every 14,000 miles on average. No existing platform provides continuous drift monitoring, guided execution, and traceable evidence in one system.

$42B GLOBAL ADAS CALIBRATION MARKET BY 2028

SLIDE 02 — SOLUTION

EXECUTION LAYER FROM SIGNAL TO SIGNED EVIDENCE

NADIR connects vehicle telemetry ingestion, risk classification, technician orchestration, and audit-native exports into a single operational control plane.

4.8m MEAN DETECTION TIME — INDUSTRY BEST

SLIDE 03 — MARKET

FLEET OPERATORS + OEM PILOTS + REPAIR NETWORKS

Three high-value segments with distinct buying motions: fleet uptime, OEM liability reduction, and insurer-mandated evidence quality. All underserved by legacy ADAS tooling.

3x ADDRESSABLE SEGMENTS ACROSS THE VALUE CHAIN

SLIDE 04 — TRACTION

PILOT DEPLOYMENTS ACROSS FLEET AND OEM TEAMS

Active pilots with enterprise fleet operators and OEM calibration teams. Measurable outcomes established within 8-week deployment windows. 100% pilot retention to paid contracts.

100% PILOT-TO-PAID CONVERSION ON EXISTING COHORTS

SLIDE 05 — BUSINESS MODEL

SUBSCRIPTION + EXPANSION REVENUE MODEL

Per-vehicle SaaS with monthly floors plus usage expansion. Network tier unlocks OEM and insurer ecosystem revenue. Designed for pilot-to-scale with no infrastructure re-deployment.

$2.8K STARTING MONTHLY RECURRING REVENUE PER ACCOUNT

SLIDE 06 — TEAM + ASK

BUILT BY OPERATORS, BACKED BY DOMAIN EXPERTISE

NADIR was founded by engineers with direct ADAS calibration operations experience. Raising to accelerate enterprise sales, deepen signal integrations, and expand OEM ecosystem partnerships.

Seed ROUND OPEN — CONTACT US FOR DECK ACCESS

REQUEST FULL DECK → SCHEDULE INVESTOR CALL

GOVERNANCE + COMPLIANCE

BUILT FOR HIGH-ACCOUNTABILITY ENVIRONMENTS.

Enterprise security controls, audit-native workflows, and ISO-aligned data governance built into the platform core.

⬡

DATA GOVERNANCE

Role-based access boundaries by organization and team
Immutable event records for post-incident analysis
Policy-driven retention configuration per deployment
End-to-end encryption for all telemetry and evidence data

◈

OPERATIONAL ASSURANCE

Evidence completeness checks before workflow closure
Built-in calibration checkpoint integrity validation
Automated anomaly escalation and trace notifications
Continuous evidence hash verification across the chain

◻

ENTERPRISE CONTROLS

Audit-ready export schemas for partner compliance teams
Program-level reporting for governance review boards
Structured APIs for systems-of-record integration
ISO 21434 and ISO 21448 aligned evidence frameworks

DEPLOYMENT TIERS

DESIGNED FOR PILOT-TO-SCALE.

Fixed monthly tiers with vehicle-count expansion. No re-architecture required as deployments grow.

PILOT

$2,800

/ month · up to 300 vehicles

Core drift detection and risk triage
Single-region deployment
Standard evidence exports
Ops console access
Email support + onboarding

GET STARTED →

Ready to close the calibration loop?

Set up an account, define your pilot scope, and start collecting measurable calibration intelligence outcomes within weeks.

CREATE ACCOUNT → OPEN PITCH DECK

DEPLOYMENT TIME

WEEKS, NOT QUARTERS

PILOT CONVERSION

100%

MEAN DETECTION TIME

4.8 MIN

SENSOR DRIFT STOPPED. EVERY TIME.

Real API contracts — click to inspect responses

Four cinematics wired to real endpoints.

Fleet residual heatmap

Fusion disagreement theater

Evidence bundle assembly

Ingest → dispatch queue

Fleet operators

Repair networks

Regional fleets

Every calibration still starts from scratch.Until NADIR.

OPERATIONAL BLIND SPOTS

INCONSISTENT WORKFLOWS

AUDIT GAPS

The perception core, running live.

ENGINEERED FOR REAL-WORLD CALIBRATION OPERATIONS.

SEE DRIFT BEFORE IT BECOMES LIABILITY.

Screen. Execute. Validate. Monitor. One loop.

DETECTION TO TRIAGE

CALIBRATION EXECUTION

REPORTING + GOVERNANCE

EXPLORE CORE INTERFACES.

THE NADIR OPPORTUNITY.

$42B CALIBRATION MARKET WITH NO INTELLIGENCE LAYER

EXECUTION LAYER FROM SIGNAL TO SIGNED EVIDENCE

FLEET OPERATORS + OEM PILOTS + REPAIR NETWORKS

PILOT DEPLOYMENTS ACROSS FLEET AND OEM TEAMS

SUBSCRIPTION + EXPANSION REVENUE MODEL

BUILT BY OPERATORS, BACKED BY DOMAIN EXPERTISE

BUILT FOR HIGH-ACCOUNTABILITY ENVIRONMENTS.

DATA GOVERNANCE

OPERATIONAL ASSURANCE

ENTERPRISE CONTROLS

DESIGNED FOR PILOT-TO-SCALE.

Ready to close the calibration loop?

SENSOR DRIFT
STOPPED. EVERY TIME.

Every calibration still starts from scratch.
Until NADIR.