StallerStack
AI Solution

AI-Based Video Analysis

We build video analytics pipelines that extract structured insight from recorded or live footage — occupancy counts, safety compliance, incident detection — turning hours of video into searchable, actionable data.

Time-lapse photography of light trails

Real-Time

Avg. Processing Speed

6-10 wks

Typical Engagement

Safety, Occupancy, Incidents

Use Cases Supported

Included

Searchable Event Index

What's Included

✓

Video analysis pipeline for the target use case

✓

Structured event index (searchable by type, time, location)

✓

Dashboard with video playback context

How We Work

01

Footage Audit

We review sample footage to understand camera coverage, quality, and target insights.

02

Model Training

We train or fine-tune models for the specific events or metrics you need extracted.

03

Pipeline Build

We build the pipeline processing live or archived footage into structured events.

04

Dashboard & Search

We deliver a dashboard where events are searchable and reviewable with video context.

What You'll Receive

  • Video analysis pipeline for the target use case
  • Structured event index (searchable by type, time, location)
  • Dashboard with video playback context
  • Accuracy benchmark report
  • Deployment documentation for your camera infrastructure

How Engagements Typically Work

Every project starts with scoping — here's the shape most engagements for this service take.

01

Proof of Concept

A 2-3 week sprint analyzing sample footage to validate detection accuracy.

02

Production Build

Full pipeline and dashboard build — typically 6-10 weeks.

03

Ongoing Retraining

Monthly retainer to expand detected event types or retrain for new camera setups.

Technologies We Use

The tools and platforms our AI-Based Video Analysis team works in day to day.

Vision

PyTorch
TensorFlow
ONNX

Infra

Elasticsearch
Docker
AWS

Frequently Asked Questions

Yes — batch processing of archived video is common, particularly for incident investigation use cases.

Ready to Transform Your Business?

Let's build something extraordinary together. Get a free consultation and discover how Staller Stack can accelerate your digital journey.

ISO 27001 Certified · AWS Partner