Meet Fravix
From footage to fixes—fast.
What is Fravix
We turn a month of video into a clear, prioritized plan to grow margin and reduce risk.
Why it matters
- Most footage is never reviewed—value is trapped on disk.
- Small operational wins compound across every shift.
- Proof beats opinion—clips change behavior.
What you get
- Profit & Ops Report (one‑page summary + deep dive).
- Evidence reels for training & audits.
- Opportunity map with $ estimates and next steps.
How it works
- Intro call → NDA → secure upload.
- Models find patterns; reviewers validate edge cases.
- Two weeks later: your readout and action plan.
Typical first wins*
- 5–12% fewer remakes and discards.
- 10–20% faster handoffs at rush.
- +1–3 margin points from process fixes.
*Illustrative; your results will vary by menu, layout, and staffing.
How it works
The Fravix Audit — delivered in 2 weeks
Steps
- Mutual NDA & secure workspace.
- Upload up to 30 days of priority cameras.
- Model cascade → events → patterns → insights.
- Human QA on high‑impact findings.
- Readout: Profit & Ops Report + opportunity map.
- Deletion & certificate of destruction.
Deliverables
- Comprehensive Report (PDF + links).
- Evidence reels & incident timeline.
- Opportunity map ranked by ROI & effort.
Scope & Timing
- 1 location (multi‑zone), up to 30 days.
- Delivered in 2 weeks from upload completion.
- Follow-up consultation included.
Start your Fravix Audit
A 15‑minute intro. NDA. Secure upload. Your plan in two weeks—backed by clips.
Signals Library
The signals we track for F&B
Hygiene & Compliance
- Handwashing moments at entry/exit & post‑task.
- Glove changes; hairnet/apron adherence.
- Cross‑contamination risks (raw → ready‑to‑eat).
- Surface sanitization cadence across prep zones.
- Open/close checklist adherence (BOH/FOH).
Safety
- Slip/spill detection & unattended duration.
- Knife/heat proximity; unsafe reach and clutter.
- Blocked exits/aisles; ladder/stepstool misuse.
- Near‑miss events & PPE adherence in hot zones.
Throughput & Service
- Queue lengths & wait‑time bands (FOH & drive‑thru).
- Station cycle times; bottleneck identification.
- Idle vs engaged minutes per station.
- Delayed handoffs / remakes / rework.
Prep & Quality
- Recipe‑step adherence (visual sequence cues only).
- Oven/proofing dwell times; doors open too long.
- Batching practices; discard events & suspected waste.
- Display refill cadence (bakery/front counter).
Equipment Utilization
- Cooktop/oven utilization cycles & downtime.
- Refrigerator/freezer door dwell times.
- Cleaning‑in‑place timing & post‑clean readiness.
Inventory & Loss
- Back‑door events; after‑hours or restricted‑zone access.
- Stock‑out visual cues (empty bins, low‑fill trays).
- Unusual handling: unscanned bags/boxes BOH/FOH.
Housekeeping & Brand
- Clutter/obstruction hotspots; trash overflow.
- Uniform & appearance adherence (FOH).
- Table turnover & dining‑area reset cadence.
- Signage/packaging correctness (visual checks).
We measure from video semantics (no extra sensors). When exact quantities aren’t visible, we report proxy signals with confidence bands and evidence clips.
Outcomes
What you walk into the ops meeting with
Revenue Uplift
- Queue‑loss estimator (customers at risk by time band).
- Service recovery opportunities with clip evidence.
- Menu bottleneck heatmap (prep drivers).
Waste & Quality
- Discard‑event tracker (remakes/spoilage proxies).
- Display refill timing → freshness windows.
- Over/under‑prep indicators by daypart.
Labor Efficiency
- Station‑time heatmaps (idle vs engaged minutes).
- Handoff friction points across the line.
- Suggested staffing shifts by daypart.
Risk & Compliance
- Compliance incident score & trend.
- Safety incident severity index & cost bands.
- Brand‑standards adherence rating.
Top Wins & Playbooks
- Ranked opportunity list with ROI per step.
- Before/after simulations (policy & layout).
- Evidence reels for manager training.
Executive Summary
- Single page: Revenue/cost impact, risks, trends.
- Multi‑location benchmarking (if available).
- CSV/MP4 packs for ops reviews.
Trust
Security, Privacy & Data Handling
NDA First
- Mutual NDA before any data exchange.
- Dedicated, access‑controlled workspace.
- Customer‑controlled retention & deletion.
Secure by Default
- Encryption in transit and at rest; audit logs.
- Partitioned compute; project‑scoped keys.
- Optional on‑prem processing if required.
Deletion & Certification
- Source footage destructed after delivery.
- Certificate of deletion for compliance.
- Optional model improvements only with explicit consent.
Why Fravix
Our focus: make video actionable
What we believe
Video should be searchable like text and practical like a checklist. Operators don’t need dashboards—they need decisions.
How we get you there
- Model cascade: motion → objects → semantics.
- Cookbooks for F&B: reusable detectors and playbooks.
- Hybrid stack: efficient student models with foundation fallbacks.
- Human QA for signal you’ll act on, not noise.
Ready when you are
Share 30 days of footage under NDA. In two weeks, get a manager‑ready plan with proof.