Forward to: Connected Tech

Connected Vehicle Analytics
Workflows

Ten agent workflows for the Connected Tech team — V2X technology monitoring, telematics platform tracking, OTA update intelligence, in-vehicle software ecosystem analysis, connectivity chipset monitoring, digital cockpit trends, vehicle data monetization, cloud platform tracking, 5G automotive integration, and connected vehicle dashboard — enabling data-driven connected vehicle decisions powered by comprehensive domain intelligence.

1V2X Technology Monitoring

AI agent monitors Vehicle-to-Everything technology providers to track communication standards, infrastructure deployments, and regulatory mandates — providing intelligence on V2X readiness across markets.

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Track V2X Technology Landscape
/products/press/partnersIAB Categories
V2X TECHNOLOGY INTELLIGENCE ════════════════════════════════════════════════════════ qualcomm.com /products: Snapdragon Auto 5G Platform — C-V2X support /press: 30+ OEM design wins for V2X modules /partners: Collaboration with 14 state DOTs SIGNAL: C-V2X becoming dominant standard — align roadmap autotalks.com /products: V2X chipset — DSRC + C-V2X dual mode /press: EU mandate for V2X in new vehicles by 2028 SIGNAL: Dual-mode needed for global compliance savari.com /products: V2X software stack + edge computing /case-studies: Smart corridor deployment — 200 intersections OPPORTUNITY: Evaluate for our connected vehicle platform

2Telematics Platform Tracking

AI agent monitors telematics platform providers and competitor implementations to track feature sets, data analytics capabilities, and customer engagement metrics — informing our connected services strategy.

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Monitor Telematics Platforms
/products/pricing/apiOpenPageRank
TELEMATICS PLATFORM LANDSCAPE ════════════════════════════════════════════════════════ geotab.com /products: 3.8M connected vehicles — fleet telematics leader /api: Open platform — 200+ marketplace integrations /pricing: $25-45/vehicle/month — volume discounts BENCHMARK: Open API ecosystem drives adoption wejo.com /products: Connected vehicle data exchange — 17B data points/day /investors: Data monetization revenue growing 140% YoY SIGNAL: Vehicle data marketplace emerging — evaluate strategy cerence.com /products: AI-powered in-car assistant — 325M cars deployed /press: Generative AI copilot for vehicles launched SIGNAL: In-vehicle AI assistants becoming table stakes

3OTA Update Intelligence

AI agent tracks Over-the-Air update capabilities across the industry to monitor update frequency, feature additions, security patches, and recall remediation — benchmarking our OTA capabilities against competitors.

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Benchmark OTA Capabilities
/products/press/support/blog
OTA UPDATE INTELLIGENCE — COMPETITOR BENCHMARKS ════════════════════════════════════════════════════════ OEM OTA Freq Coverage Features tesla.com Bi-weekly 100% Full vehicle bmw.com Monthly 85% Infotainment + ADAS ford.com Quarterly 60% BlueCruise + Sync mercedes-benz.com Monthly 78% MB.OS modules Our Company Quarterly 40% Infotainment only GAP ANALYSIS: Our OTA coverage is 40% vs industry average 73% No ADAS OTA capability — critical gap for safety updates RECOMMENDATION: Invest in full-vehicle OTA architecture

4In-Vehicle Software Ecosystem

AI agent monitors in-vehicle software platforms, operating systems, and app ecosystems to track feature differentiation, developer adoption, and technology partnerships — informing our software-defined vehicle strategy.

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Track Vehicle OS Landscape
/products/docs/partnersIAB Categories
VEHICLE SOFTWARE ECOSYSTEM MAP ════════════════════════════════════════════════════════ android.com/auto — Google AAOS /products: Android Automotive OS — 12 OEM adoptions /docs: Developer SDK expanding — 400+ automotive APIs /partners: Volvo, GM, Ford, Honda, Stellantis RISK: Google controlling vehicle data and monetization carplay.apple.com — Apple CarPlay 2.0 /products: Full instrument cluster takeover /press: 8 OEMs committed to next-gen CarPlay RISK: Apple commoditizing OEM cockpit experience sdv.eclipse.org — Eclipse SDV /products: Open-source vehicle OS framework /partners: VW, BMW, Mercedes contributing OPPORTUNITY: Open-source alternative preserves OEM control

5Connectivity Chipset Monitor

AI agent monitors semiconductor companies developing automotive connectivity chipsets to track 5G/V2X capabilities, power efficiency, and supply availability — informing hardware platform decisions for next-gen vehicles.

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Track Connectivity Hardware
/products/press/investorsOpenPageRank
CONNECTIVITY CHIPSET INTELLIGENCE ════════════════════════════════════════════════════════ qualcomm.com — Snapdragon Auto /products: 8 Gen 3 auto — 5G + Wi-Fi 7 + C-V2X /investors: Automotive pipeline $30B — growing 25% YoY DOMINANT: 80% market share in premium telematics mediatek.com /products: Dimensity Auto 900 — cost-effective 5G /press: China OEM adoption growing rapidly SIGNAL: MediaTek disrupting in mid-market — evaluate harman.com /products: TCU (Telematics Control Unit) — 5th gen /press: Samsung integration — Galaxy ecosystem in vehicle SIGNAL: Harman bridging consumer/vehicle ecosystems

6Digital Cockpit Trends

AI agent monitors digital cockpit technology providers to track display trends, HMI innovations, AR/VR integration, and user experience benchmarks — informing interior technology strategy for future models.

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Track Digital Cockpit Innovation
/products/press/case-studiesOpenPageRank
DIGITAL COCKPIT TECHNOLOGY LANDSCAPE ════════════════════════════════════════════════════════ continental.com /products: Pillar-to-pillar display — 1.4m curved OLED /case-studies: BMW iX deployment — driver satisfaction +22% wayray.com /products: True AR holographic HUD — 15m projection /press: Series C — $80M funding for automotive AR SIGNAL: AR HUD technology maturing — evaluate for MY2028 unity.com/automotive /products: Real-time 3D for in-vehicle experiences /case-studies: Volvo EX90 interior visualization SIGNAL: Gaming engines entering automotive cockpit

7Vehicle Data Monetization

AI agent monitors vehicle data monetization strategies across the industry to track revenue models, privacy frameworks, and partnership structures — informing our own data monetization strategy.

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Track Data Monetization Models
/products/investors/legal/pricing
VEHICLE DATA MONETIZATION INTELLIGENCE ════════════════════════════════════════════════════════ otonomo.io /products: Vehicle data platform — 50+ data types /pricing: $0.50-2.00 per vehicle/month for data access /investors: 40M connected cars on platform MODEL: Data marketplace — OEM shares anonymized data caruso-dataplace.com /products: EU vehicle data marketplace — GDPR compliant /partners: 12 OEMs contributing data MODEL: Neutral data exchange — preserves OEM relationships REVENUE OPPORTUNITY: Fleet of 5M connected vehicles at $1.50/mo: $90M ARR potential BARRIER: Privacy regulation tightening — GDPR, CCPA, China PIPL

8Cloud Platform Tracking

AI agent monitors automotive cloud platform offerings from hyperscalers and specialists to track capabilities, pricing, and OEM adoption — informing cloud architecture decisions for connected vehicle services.

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Evaluate Cloud Platforms
/products/pricing/case-studiesOpenPageRank
AUTOMOTIVE CLOUD PLATFORM COMPARISON ════════════════════════════════════════════════════════ aws.amazon.com/automotive /products: IoT FleetWise, SageMaker for vehicles /case-studies: BMW, Rivian, Stellantis deployments LEADER: Most automotive-specific services cloud.google.com/automotive /products: Vehicle AI + AAOS cloud services /case-studies: Ford, Volvo, Renault NOTE: Bundled with AAOS — data governance concerns azure.microsoft.com/automotive /products: Connected Vehicle Platform + digital twins /case-studies: VW, GM, Cruise STRONG: Best digital twin and simulation capabilities

95G Automotive Integration

AI agent monitors 5G network deployment and automotive integration to track coverage expansion, latency improvements, and V2X readiness — informing connectivity feature timelines for new vehicle programs.

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Track 5G Automotive Readiness
/products/press/aboutCountries
5G AUTOMOTIVE READINESS ASSESSMENT ════════════════════════════════════════════════════════ Market 5G Coverage V2X Ready Timeline US 78% Pilot 2026 deployments EU 52% Testing 2027 mandate China 85% Active Deployed 2025 Japan 60% Pilot 2027 target S. Korea 92% Active Deployed 2025 IMPACT ON VEHICLE PROGRAMS: MY2027: 5G standard in US/China/Korea models MY2028: 5G mandatory for EU — plan now C-V2X: Ready for highway pilot in US by Q4 2026

10Connected Vehicle Dashboard

AI agent synthesizes all connected vehicle intelligence into an executive dashboard — providing leadership with real-time visibility into technology trends, competitive gaps, and strategic investment priorities.

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Generate Connected Vehicle Dashboard
/products/investors/pressOpenPageRankIAB Categories
CONNECTED VEHICLE DASHBOARD — FEBRUARY 2026 ════════════════════════════════════════════════════════ TECHNOLOGY GAPS: OTA coverage: 40% vs industry 73% V2X readiness: Pilot stage — competitors deploying Vehicle OS: No proprietary OS — dependency on Google/Apple OPPORTUNITIES: Data monetization: $90M ARR potential from 5M vehicles 5G integration: Ready for MY2027 launch INVESTMENT PRIORITIES: 1. Full-vehicle OTA architecture 2. C-V2X dual-mode integration 3. Vehicle data monetization platform
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Generate Connected Vehicle Report

Connected Vehicle Report — February 2026

EXECUTIVE SUMMARY ──────────────────────────────────────── Technology providers tracked: 84 domains Connected platforms: 12 evaluated V2X markets: 5 assessed Data monetization models: 4 analyzed KEY INSIGHTS Critical gap in OTA capability at 40% vs industry 73%. C-V2X emerging as dominant standard with Qualcomm leading. Vehicle data monetization represents $90M ARR opportunity. 5G ready for MY2027 in US/China/Korea. Recommend full-vehicle OTA investment as top priority, followed by C-V2X integration and data monetization platform development.
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