Lighthouz AI: AI to automate AP and AR for freight brokers and 3PLs
3PLs invoice customers within 24 hours of delivery & get paid 5 days faster
Details
- External ID
- 96349
- Source
- YC
- Company
- Lighthouz AI
- Product
- Lighthouz AI: AI to automate collections for freight brokers and 3PLs
- Website domain
- lighthouz.ai
- Launched
- Dec. 22, 2025
- Cohort
- Summer 2024
- Upvotes
- 16
- Upvotes percentile
- 0.24
- Tags
- Artificial Intelligence, SaaS, Workflow Automation, Logistics, Supply Chain
- Fetched at
- Oct. 1, 2026, 1 a.m.
- Updated at
- Oct. 1, 2026, 1 a.m.
Enrichment
- Theme
- AI agents for business operations
- Vertical
- Logistics
- Function
- Workflow automation
- Audience
- B2B
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- invoice automation for freight brokers and 3pls
- Manually corrected
- False
Could you build this?
No Automating freight bill auditing and AR/AP across disparate legacy logistics systems requires deep integration with enterprise TMS platforms (McLeod, TMW) and specialized domain knowledge of freight tariffs, accessorial charges, and EDI.
What it would actually take: A real system requires an integration hub connecting to legacy on-prem and cloud TMS/ERP systems via EDI (210, 204, 214) and proprietary APIs/DB connectors, alongside a document pipeline using OCR and LLMs fine-tuned to extract multi-page bills of lading and rate confirmations. The core challenge is handling intricate freight tariff rating engines, complex accessorial rules (fuel surcharges, detention fees), and automated dunning/settlement reconciliation across thousands of messy vendor formats, requiring veteran freight tech domain engineers and enterprise SOC2 compliance.
Competitors
Other products that read as similar to this one — 256 launches clear the similarity bar, closest 8 shown.
Attention rank: #199 of 257 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 52 days after the earliest competitor.
- FreightOS · github · 2026-09-11 · 7 upvotes · similarity 0.51
- Peer: AI-Native Freight Brokerage · yc · 2026-08-14 · 20 upvotes · similarity 0.49
- LogiNext · ph · 2026-09-24 · 1 upvotes · similarity 0.49
- Dayjob: AI Agents for Industrial Logistics · yc · 2026-04-23 · 65 upvotes · similarity 0.48
- Chasi: AI Revenue Engine for the Equipment Industry · yc · 2026-02-17 · 33 upvotes · similarity 0.48
- Ventura - AI Teammates for Industrial Distributors · yc · 2026-03-15 · 8 upvotes · similarity 0.47
- ShadowBrokers · hn · 2026-05-03 · 5 upvotes · similarity 0.46
- Argentic · hn · 2026-08-21 · 9 upvotes · similarity 0.45
Other launches for this product
Same idea, different domain
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