Vision AI That
Protects,
Coaches,
And Elevates
Torchline AI adds operational intelligence to the cameras you already have. Teams stay safe, consistent, and compliant without new hardware or extra busywork.
Torchline AI surfaces exceptions, organizes evidence, and delivers coaching clips from the video you already capture.
Watch Torchline in Action
Inside the Torchline AI Command Center
See how Torchline AI turns everyday camera feeds into clear operational signals for coaching, compliance, and multi-site oversight.
Most teams start with a few high-priority standards, then add more over time.
Invisible Risks Are Eating Margins
Even strong operators lose margin to what can't be verified mid-shift. Missed steps. Skipped breaks. Hygiene lapses. Preventable loss.
High Turnover
U.S. restaurant turnover hit 65.8% in 2024. Consistency breaks when teams rotate this fast.
Operational Shrink
Shrink averages 1.6% of sales. That is $112B in one year across retail. Similar leakage shows up anywhere volume is high and oversight is thin.
Compliance Exposure
Back wages recovered by the U.S. Department of Labor topped $259M in FY2025. Wage-hour mistakes get enforced.
Fragmented Oversight
71% report cameras are already on-site. But most systems still produce footage, not answers.
Operators think cameras protect them.
They don't until video becomes operational proof.
AI That Works Like a Manager, Not a Monitor
Torchline AI turns your existing cameras into an intelligence layer that surfaces exceptions, speeds up coaching, and strengthens compliance. It does this without adding screens to watch.
Examples include break adherence, handwashing frequency, restricted-area access, opening and closing routines, and register exceptions.
Protect
Exceptions Captured
Automatic detection flags safety, hygiene, and labor-risk moments. Key events are time-stamped and organized for review.
Coach
Coaching in Seconds
Auto-tagged clips make feedback fast. Onboarding becomes smoother. Standards are easier to reinforce.
Elevate
Patterns Across Locations
Trend views show where execution drifts and where it wins. Leaders can standardize what works.
Protect
Torchline AI detects and documents key safety, hygiene, and labor-compliance events. It creates a time-stamped audit trail for incident review and internal accountability.
Coach
Torchline AI turns real shift moments into ready-to-share coaching clips. Managers reinforce SOPs with less effort and more consistency.
Elevate
Torchline AI surfaces patterns across shifts and stores. Leaders spot drift early, replicate best practices, and improve execution at scale.
The Market is Ready
The hardware is already there. The gap is turning video into something teams can use.
AI inference costs dropped 280-fold from Nov 2022 to Oct 2024. Real-time analysis is now far more practical.
71% of operators have cameras already in place.
Labor class actions are up +20.9% since 2020. Documentation and timelines matter more than ever.
Better documentation speeds investigations and reduces ambiguity when incidents happen.
Built For The Frontline
Quick Service & Fast Casual
SOP consistency and safety at scale across busy kitchens.
Convenience Stores
24/7 visibility with early signals for loss and operational gaps.
Coffee Chains
Queue flow, beverage standards, and service consistency.
Hotels & Grocery
Food safety compliance and brand protection across back-of-house.
Retail Stores & Malls
Loss control, standards verification, and guest experience.
Corporate Offices & HQ
Multi-site visibility for ops leaders, training teams, and audits.
The Torchline AI System
Torchline AI turns video into daily oversight. Exceptions, evidence, and coaching stay organized for every shift.
Live Video + Smart Overlays
Real-time context layered on top of the feeds you already trust.
AI Alerts
Compliance, safety, and performance signals before incidents escalate.
Shift Scorecards
Daily summaries ready for coaching and cross-shift handoffs.
Admin Panel
Users, training clips, and audit logs. Centralized and audit-ready.
How It Works
Connect your existing cameras
Torchline AI detects exceptions and key events
Managers review clips and timelines
Coaching happens in minutes, not meetings
Trends roll up across shifts and locations
Our Edge Compounds Over Time
Every shift makes Torchline smarter and harder to replace.
Proprietary Dataset
Torchline AI builds a reference library of real workflows and exceptions. Performance improves as coverage expands.
Audit Trail Foundation
Time-stamped logs and supporting clips for incident review and compliance questions.
Capital Efficient Deployment
Software-first rollout using existing cameras for faster onboarding.
Operator Built Insight
Designed around real shift pressure and multi-unit consistency.
Join the Torchline AI Beta
Be first to access beta availability, product updates, and new capabilities.