
Lighthouz AI
https://lighthouz.aiAI Agents for AP and AR in Logistics
Lighthouz AI's AI agents solve the biggest problems in logistics - AR and AP! 3PLs, brokers, factors, and carriers lose billions every year to slow invoicing, manual invoice audits, and billing disputes. Manual AP & AR processes create errors, disputes, cash flow bottlenecks, late fees —hurting everyone in the logistics supply chain. 🚛 The Problem: - Factors: Auditing and verifying carrier invoices, timely invoicing - 3PLs & Brokers: Verifying carrier invoices, creating own invoices, and handling disputes and chargebacks. - Carriers: Timely invoicing, Submitting correct and complete paperwork, Dealing with late payments, incorrect deductions, and manual paperwork. - Shippers: Struggling with invoice error identification and resolution, delaying payments. 📉 The Impact: The U.S. freight industry processes over $1.2 trillion in transactions annually, yet 25% of freight invoices contain errors, leading to payment disputes and delays. 🔹 Our Solution is an AI agent that automates invoice audits, rate verifications, invoicing, and collections in the logistics industry. With Lighthouz AI agents, businesses 10x their AR and AP processes.
Total Open and Closed Positions
Total open positions, and positions newly closed since the previous update
Department Headcount Over Time
Open positions per department · top 6 at any point in the window
Newly Opened and Closed Positions
Position Churn Rate
Positions closed within 14 days of opening · a high rate suggests posting instability — duplicates, pulled listings, or roles filled through internal or off-market channels
Time-to-Fill Distribution
Days from open to close · closed positions only
Salary Trend Over Time
Monthly median base salary · USD · annualized · p25/p75 dashed
Salary Range by Department
Employment Type
Technical vs. Non-technical
Open positions · by department
Top Roles by Department
Seniority Mix
Derived from job title keywords
Equity Range by Department
Top Skills
Top Tech Stacks
Skills Trend
Change in share of postings · recent 3 months vs. prior 3 months
Tech Stack Evolution
Positions opened per month · top 5 technologies