dessertdetect.com
DessertDetect
Detect Every Billable Moment.
Summary
DessertDetect is an AI-powered contract analysis and billing compliance platform for security guard operators. It automatically extracts billing rules from client contracts, compares them against actual guard hours, and identifies underbilled shifts, missed surcharges, and contract violations, enabling operators to recapture lost revenue with minimal effort.
Target Audience
Asset-intensive security guard company operators with 50+ guards and multiple client contracts who are losing revenue due to complex billing rules.
Economic Engine
Monthly subscription based on number of guards (e.g., $2 per guard per month) or a percentage of recovered revenue (e.g., 20% for the first year).
Point of Difference
Unlike generic billing software or manual audits, DessertDetect uses AI to understand the nuance of each contract (e.g., different rates for different sites, shift premiums, cancellation fees) and automatically applies them to time data. It's purpose-built for security guard operations and their complex contract structures.
Problem Statement
Security guard companies lose 5-10% of revenue due to underbilling, missed shift differentials, and contract non-compliance because manual auditing of complex contracts is error-prone and time-consuming.
Solution
AI contract analysis to parse client contracts (PDFs, Word docs) and extract rate structures, overtime rules, holiday pay, and special terms. Integrated with NFC check-ins or existing time-tracking systems to compare actual hours worked against contract entitlements. Flags discrepancies and generates corrected invoices.
Core Value Proposition
Recapture an average of 7% of missed revenue within the first billing cycle while reducing audit labor by 90%.
Killer Features
- Contract Ingestion: Upload any client contract (PDF/Word) and AI extracts over 50 billing variables automatically, including rates, overtime rules, and surcharges.
- Real-Time Discrepancy Alerts: When a guard clocks in/out, system instantly compares actual hours to contract entitlements and flags potential underbilling via email or dashboard.
- Automated Invoice Corrections: Generate line-item explanations for each adjustment with supporting data, ready for client approval and submission.
- Contract Compliance Dashboard: Visual overview of which clients are most frequently underbilled and by how much, prioritizing follow-up actions.
Pros
- Direct revenue impact: immediate cash flow improvement from recaptured billing.
- Reduces need for back-office audit staff, lowering operational costs.
- Scalable across multiple contracts and locations.
- Strengthens client relationships by providing transparent billing adjustments.
Cons
- Requires integration with existing time-tracking and scheduling systems.
- Contract parsing accuracy may require human verification for complex or non-standard clauses.
- Clients may push back on corrected invoices if not accustomed to adjusted billing.
- Initial setup requires uploading and verifying all active contracts, which can be time-consuming.
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