
Torchline keeps every shift safe, consistent, and compliant by layering intelligence onto the cameras you already have no extra hardware, no extra busywork.
Watch Torchline in Action
See how the platform transforms everyday camera feeds into real-time coaching, compliance, and operational intelligence.
Even the best operators lose money every day to things they can't see. Missed procedures, skipped breaks, hygiene lapses, and preventable losses that slip through the cracks of busy shifts.
High Turnover
Hospitality averages 70–80% annual churn.
Operational Shrink
Retail & food operators lose 1.6% of sales—over $100B industry-wide.
Compliance Exposure
Labor, safety, and wage-hour issues remain top legal and insurance risks.
Fragmented Oversight
80% have cameras but lack insight—systems miss early warning signals.
Operators think cameras protect them.
They don't. Not until they become intelligent.

Torchline AI turns the cameras you already have into an intelligent layer that helps teams stay safe, consistent, and compliant without adding extra work.
Protect
Every action accounted for
Automatic detection keeps safety, hygiene, and labor playbooks buttoned up.
Coach
Every moment teachable
Feedback-ready clips help teams course-correct and celebrate wins in seconds.
Elevate
Every standard elevated
Shift intelligence surfaces patterns leaders can scale across locations.


Torchline AI automatically detects and documents safety, hygiene, and labor-compliance events. From handwashing to breaks to food handling, every action is timestamped and archived creating a digital record that protects operators from lawsuits, claims, and brand risk.
Torchline AI transforms live operations into teachable moments. Our AI auto-tags clips of both misses and wins, helping managers deliver quick, visual feedback that reinforces SOPs and culture.


Torchline AI analyzes patterns across shifts to reveal what drives better service, faster throughput, and cleaner execution. It connects behavior to performance so leaders can reward and replicate what works.

The hardware is already there. The need has never been greater.
AI vision costs down since 2019
Operators already camera equipped
Labor lawsuits up in five years
↓Insurers reward AI-verified compliance
SOP consistency and safety at scale across busy kitchens.
24/7 visibility and proactive shrink prevention.
Queue timing, beverage standards, and service quality.
Food safety compliance and brand protection across back-of-house.
Planogram adherence, loss control, and guest experience.
Executive war-rooms, training centers, and multi-site oversight.

Torchline AI is a manager's assistant, a compliance officer, and a training coach all in one.
Real-time context layered on top of the feeds you already trust.
Compliance, safety, and performance signals before incidents escalate.
Daily summaries ready for coaching and cross-shift handoffs.
Users, training clips, audit logs—centralized and audit-ready.

Every shift makes Torchline smarter and harder to replace.
Every shift trains our system and builds a moat no one else can match.
Designed to protect operators with defensible, audit-ready data.
Torchline scales like software, leveraging existing camera infrastructure for instant deployment.
Created by real operators, for the frontline.
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