Phase 2 integrations
GA4 · Planned
HubSpot · Planned
Apollo · Planned
LinkedIn Ads · Planned
Google Ads · Planned
Search Console · Planned
Phase 1 is document-driven: all data on this site traces to the research seed.
Overview
YUAN US market command center — mission, readiness, and stage gates
Mission · Video-Native Edge AI Platform & Design-In Partner
YUAN transforms complex video sources into production-ready edge intelligence.

Establish YUAN's Video-Native Edge AI category in the US market and increase qualified design-in opportunities, PoC-to-production conversion, and design wins.

Qualified design-in opportunitiesDesign winsPoC-to-production rate
Benchmark companies

74

Direct · adjacent · ecosystem database
Message pillars

6

Core marketing messages to validate
ABM target accounts

200

ISV · Camera OEM · Robotics · SI · AOI
Harness tasks closed

7 / 7

Stage gates A–G
Track 1 · Product Marketing
Inbound-led demand for capture & edge platforms

Product pages, SEO topic cluster, engineering content, and developer assets capture existing demand for video capture, Jetson platforms, and the NexVDO SDK.

Blog / SEODeveloper assetsGoogle AdsBenchmarks
Track 2 · Solution Marketing
ABM-led design-in motion for named accounts

Solution kits, reference architectures, and LinkedIn + outbound plays target 200 named accounts toward architecture reviews and design wins.

ABM · 200 accountsLinkedInSolution kitsDesign-in program
Evidence readiness
What the strategy can already prove
Claim control

Market benchmark seed

The 30-company seed and 74-company scorecard remain intact; ten official-source expansion packs add 360 unique-domain evidence records across industrial cameras/connectivity, frame grabbers/recording, spectral/thermal imaging, stereo/depth/calibration, visual inspection, retail vision topology, roadway sensing/control, robotic perception, physical AI, rugged industrial edge compute, deterministic timing/TSN/industrial networking, precision agriculture, production inspection, laboratory/digital-pathology imaging, wearable vision, industrial/fleet/rail/construction/care/energy/security/medical vision, sports video, maritime/heavy/aerial autonomy, inspection robotics, professional-video transport and edge ecosystems without altering the seed. A deterministic quality audit confirms complete core and source-type fields, 59 dated primary sources, 20 separate dated current-signal supplements, 16 medium-confidence refresh records and 41 entity-hierarchy heuristic flags. A 360-URL point-in-time health audit ends with zero 404/410 sources and eight transport-level manual retries; 81 high-fit rows remain in the undated refresh queue
Ready

Yuan public evidence

Six public capability claims verified; chip-level, deterministic-performance and Re-ID ownership claims still need internal proof
Partial

Internal benchmark data

Latency, stream count, frame-drop, thermal, utilization
Missing

Named customer proof

Case studies require customer authorization
Missing

Messaging hypothesis

Six pillars now map to segment offers, permitted claims and a 14-item proof backlog; customer language remains unvalidated in-market
Testing

ABM named-account universe

Canonical T05 universe now contains 200 unique-domain North American accounts: 169 United States and 31 Canada, with exactly 50 accounts in each user-defined vertical tier (Surveillance / Smart Infrastructure, Medical Imaging / Surgical Video, Defense / Dual-Use Autonomy, Robotics / Physical AI). All rows retain company-level official evidence, inference state, unknown current trigger, no contact PII and research_required readiness. A 205-URL point-in-time audit reports 185 reachable, 2 browser-verified after locale/WAF transport differences, 13 restricted, zero known 404/410 and 5 manual retries; the original 100-account CSV is preserved as a v1 archive
Ready

Apollo current-client account audit

Historical read-only company-level snapshot covers 4,112 Current Client records, the original 100-account exact-name audit, six overlapping keyword pools, 30 decision rows and a separate 30-company official-evidence pack. A consolidated 48-company master has 24 research_now, 14 validate_account_structure, 6 ecosystem-only, 1 evidence-validation and 3 do-not-develop rows. The new 200-account North America universe was crosswalked only against this prior snapshot and has 7 matches (Eagle Eye Networks, Motorola Solutions, Forterra, Locus Robotics, RightHand Robotics, OSARO and Symbotic); 193 net-new accounts are explicitly not_checked_in_live_apollo, not treated as absent or non-customers. Zero current programs or outreach-ready accounts were confirmed. No Apollo MCP endpoint was exposed in this run, so no live query, PII export, CRM write or outreach occurred; the specification-only read-only MCP contract remains the next authorized path
Ready

AgentHarness market and Apollo run manifest

Machine-readable manifest records the immutable seed hash, 360-company market database, 48-company Current Client master, 24 research-now decisions, 10 market-to-Apollo decision insights, connector limitation, safety boundaries, next execution order and SHA-256 hashes for 32 core deliverables; the 39-URL supplemental current-signal health audit has zero known broken or retry-required sources
Ready

Bilingual ABM content backlog

300 unique English / Traditional Chinese ideas are mapped evenly across five segments, stages and pillars with formats, personas, conversion paths, priority scores and evidence gates; idea status does not authorize publication
Ready

Measurement and attribution contract

A specification-only 21-event taxonomy covers website, account readiness, design-in pipeline and recognized revenue with server-side de-duplication, MQL/MQA/SQL definitions, account-level influence views, PII prohibitions and Phase 2 implementation gates
Ready
Agent task queue
Stage gates A–G
Harness
T00

Source Audit+Claim Ledger

GATE ADone
T01

Competitor Deep-Dive Scorecard

GATE BDone
T02

Messaging Architecture

GATE CDone
T03

Website IA+Page Briefs

GATE DDone
T04

Content Operating System

GATE EDone
T05

ABM Account Model

GATE FDone
T06

Measurement+Attribution

GATE GDone
Document library
Latest research documents

Every agent run lands its findings here as versioned markdown — the dashboard reads them directly from the repo.

All documents
360-Company Market Database — Cross-Pack Insights把 360 家官方來源公司、48 家 Current Client 觀察與 111 家 high-fit research queues 整合成可執行的 ownership、acquisition、compute、timing/TSN、ecosystem、privacy 與 governance 洞察。
2026-08-25Done

360-Company Market Database — Quality & Refresh Audit審計 360 筆市場證據的欄位完整度、來源日期、confidence、CRM 覆蓋、entity hierarchy 與 next-evidence backlog;core 與 source-type metadata 已完整。
2026-08-25Done

T01 Deployment Expansion — Rail/Yard、Construction、Care 與 Energy Infrastructure以 40 家官方來源公司補足 rail/yard autonomy、construction vision、care-environment intelligence 與 energy inspection,並把 edge privacy、legacy entity 與 safety gates 寫入資料庫。
2026-08-25Done

T01 Deployment Infrastructure Expansion — Edge Compute, Timing & Industrial Networking新增 20 家 rugged edge compute 與 deterministic timing/industrial networking 公司,補齊 video-native design-in 的部署依賴與責任邊界。
2026-08-25Done

High-fit 市場帳戶:近期官方訊號補充為 10 家 prospective accounts 與 10 家 ecosystem partners 加上 dated official current signal,並保留 intent、CRM relationship 與 outreach 的證據邊界。
2026-08-25Done
Rollout
Phase 1 — Research & Strategy Document Site

Next: Phase 2 — GA4 / HubSpot / Apollo / LinkedIn integrations for ABM tracking