Engineering
AI Agent
Bulldog AI Agent uses AI and computer vision to check designs, review lab reports, and diagnose test failures for LED products across 50+ countries — so you can go from question to fix without a compliance specialist.
Enterprise-Ready Compliance
LED-Panel-60W_TestReport_v3.pdf
42 pages · 6 standards checked
4 passed · 1 needs review · 1 failed
RoHS non-compliance detected — corrective action suggested
Trusted by compliance teams working with leading certification bodies
Explore Engineering AI Agent Services
Bulldog AI Agent brings together the tools, data, and lab network you need to certify LED products for any market — faster and with greater confidence.
AI-powered failure analysis from field returns and test failures
AI Agent — Photo & Video Failure Analysis
Upload photos or videos of test failures and receive AI-powered visual root cause analysis, ranked design fixes with effort and cost estimates, component recommendations, and a structured retest strategy.
- Photo & video AI analysis for EMC, safety, thermal, and photometric failures
- Root cause analysis with likelihood ratings and supporting evidence
- Design fixes ranked by implementation effort and estimated cost
- Retest strategy with timeline estimate and sample requirements
From Product to Market in Three Steps
Bulldog AI Agent guides your team through every stage of the certification journey — no guesswork, no missed requirements.
Identify Your Requirements
Select your target markets and product type. Bulldog AI Agent instantly maps your LED product to every mandatory and voluntary certification required across 50+ countries.
- 50+ country coverage in seconds
- Mandatory vs. voluntary split
- Region-specific standard references
- Instant checklist generation
Find & Engage Accredited Labs
Browse our curated network of 16+ accredited testing laboratories. Compare capabilities, request quotes, and coordinate testing schedules — all from a single dashboard.
- 16+ accredited lab partners
- Side-by-side quote comparison
- Direct lab communication
- Test schedule coordination
Track, Report & Stay Compliant
Store all compliance records, certificates, and test reports in one secure place. Generate audit-ready PDF reports and receive alerts when certifications approach renewal.
- Centralised certificate storage
- AI-generated PDF compliance reports
- Renewal & expiry alerts
- Audit-ready documentation
Compliance Checking & Test Report Analysis
Automated standards mapping, gap detection, and multi-market certification planning
Standards Mapping
The AI Agent holds a continuously updated knowledge base of UL 8750, UL 1598, IEC 62386, EN 55015, RoHS, REACH, and 20+ regional standards. When you describe your product or upload its datasheet, the agent maps every applicable clause to your specific LED driver topology, wattage class, and target market — eliminating the need to manually cross-reference hundreds of pages of standards text.
Test Report Analysis
Upload a lab test report (PDF or image) and the AI reads every measurement table, pass/fail verdict, and clause reference. It flags marginal results that are within 10% of a limit, identifies missing test items for your declared markets, and generates a gap summary with the exact clause numbers that need attention before re-submission — saving days of manual review.
Multi-Market Compliance
Select the countries where your LED product will be sold and the AI Agent instantly cross-references mandatory certifications (UL/cUL for North America, CE + UKCA for Europe, CCC for China, PSE for Japan, KC for South Korea) against your product category. It produces a market-entry checklist, estimated lab timelines, and a cost-range estimate — all in one automated workflow.
Root Cause Analysis & Design Review via Image Upload
Navigate to the Document AI Review → Analysis tab, upload a photo of your product, schematic, or failed component, and the AI Agent performs a visual inspection in seconds. No special file format is required — a clear smartphone photo is sufficient for most analyses.
Product Photo Analysis
Photograph your assembled LED luminaire, driver module, or PCB and upload it in the Analysis tab. The AI reads visible component markings, identifies capacitor voltage ratings, transformer construction, and creepage distances from the image. It then maps what it sees to the applicable UL or IEC clause and flags any visible non-conformances — such as insufficient clearance between mains and SELV circuits, missing thermal fuses, or unmarked safety-critical components.
Schematic & Design File Review
Upload your circuit schematic, block diagram, or Gerber file. The AI traces the power path from mains input to LED load, identifies isolation barriers, and checks whether the design meets the creepage and clearance requirements of IEC 62368-1 Table 14 or UL 8750 Section 8. It highlights nets where a single-fault condition could energise a user-accessible surface and suggests specific component changes — such as increasing the isolation capacitor voltage rating or adding a transient voltage suppressor.
Failure Root Cause Analysis
After a test failure or field return, photograph the damaged component, burn mark, or failed PCB trace and upload it in the Analysis tab. The AI cross-references the visual evidence with the test clause that failed, the stress conditions applied during the test, and known failure modes for that component family. It produces a structured root cause report — identifying whether the failure was caused by thermal overstress, dielectric breakdown, ESD damage, or a PCB layout issue — and recommends the minimum design change needed to pass re-test.
BOM & Label Compliance Check
Upload a photo of your product label or a spreadsheet of your bill of materials. The AI checks that all required markings are present (rated voltage, frequency, power, certification marks, country of origin), verifies that listed components carry the correct safety ratings for their position in the circuit, and flags any restricted substances that may violate RoHS or REACH thresholds in your target markets.
LED Driver PCB
Burn mark near MOSFET Q3
Failed UL 8750 Clause 8.1 — Abnormal test
Root Cause Identified
Insufficient thermal relief on MOSFET Q3 pad. Copper pour area is 40% below IPC-2221 recommendation for the rated current (2.1A).
Failed Clause
UL 8750 Clause 8.1 — Abnormal condition test (single-fault short circuit)
Recommended Fixes
Increase copper pour to 15mm² minimum around Q3
Add thermal vias (0.3mm, 6 count) under MOSFET pad
Replace Q3 with IRFB4110PBF (lower Rds-on, higher thermal rating)
Ready to analyse your product?
Open the Document AI Review tool, go to the Analysis tab, and upload a product photo, schematic, or failure image. The AI Agent will return a structured compliance and root-cause report within seconds.
Try It Now — No Login Required
Click any sample below to see the AI Agent analyse a real-world LED compliance scenario in real time. Each demo shows the exact output format you will receive when you upload your own files.
Frequently Asked Questions
Everything you need to know about the AI compliance platform, data security, and how to get started.
Still have questions? We are here to help.
Ready to Simplify Your LED Compliance?
Join compliance teams worldwide who use AI to verify certifications, review documents, and plan testing — all in one platform.
The Intelligent Platform for Global LED Compliance
Bulldog AI Agent is an AI-driven platform purpose-built for LED manufacturers, importers, and distributors. We replace spreadsheets and manual research with intelligent automation — instantly mapping your product to the exact certifications, standards, and testing labs required for every target market.
Our platform covers UL (North America), CE (Europe), CCC (China), PSE (Japan), RCM (Australia), and 15+ additional certification bodies, keeping your compliance data current as regulations evolve.
From first compliance check to final lab report, Bulldog AI Agent gives your team a single source of truth — reducing time-to-market, eliminating costly surprises, and ensuring every product ships with confidence.
UL 8750LED component & driver safety
UL 1598Complete luminaire safety
CE MarkingEU market access
RoHSHazardous substance limits
IEC 62471Photobiological safety
IESNA LM-79Photometric testing
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