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News
Panoptyc: Shrink Is Stealing Your Margins
Micro market and food service operators lose thousands every year to theft they can
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Report
Panoptyc Revenue 2025: $5.8M ARR (Bootstrapped)
Panoptyc 2025 revenue: $5.8M ARR. Bootstrapped (no outside funding). 63 employees. Industry: Video Surveillance Software Updated Aug 10, 2026.
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Report
Panoptyc & 365 Retail Markets: Leading the Way in Theft Detection
Panoptyc with 365 Retail Markets, has helped crack the MicroMarkets industry's concern with theft by leveraging artificial intelligence.
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Report
Technologies
Tech DNA
Python
Ruby
PyTorch
Amazon EC2
AWS
AWS Fargate
LLaVA
Qwen
VLM
AI/ML
Python
Amazon EC2
AWS
AWS Fargate
CI/CD
CircleCI
CloudFormation
Datadog
GitHub Actions
GitLab CI
Grafana
Incident Management
Jenkins
Kubernetes
PagerDuty
Terraform
Amazon ECS
Amazon S3
Amazon CloudWatch
GitHub
GitLab
IAM
Docker
AWS Bedrock
Computer Vision
Data Augmentation
Fine-tuning
Jupyter Notebook
llama.cpp
LLaVA
MLFlow
Multimodal AI
ONNX
PyTorch
Quantization
Qwen
SGLang
Synthetic Data
TensorRT
Transformers
vLLM
VLM
Weights & Biases
YOLO
Amazon SageMaker
Other
Ruby
SOC 2
Stack modernity
82/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python
1 job
Optional
Ruby
1 job
Optional
Terraform
1 job
Optional
GitHub Actions
1 job
Required
CircleCI
1 job
Required
CloudFormation
1 job
Optional
Datadog
1 job
Optional
PagerDuty
1 job
Optional
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
AWS
16%
CI/CD
15%
Kubernetes
14%
Docker
13%
Terraform
10%
Share of companies in the same industry that use each technology.
Stack changes
IAM
Aug 2026
GitLab
Aug 2026
GitHub
Aug 2026
Amazon CloudWatch
Aug 2026
Amazon SageMaker
Aug 2026
Amazon S3
Aug 2026
Amazon ECS
Aug 2026
YOLO
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Growth
Hiring Momentum
59/100
Growing
Open positions
1
0 opened / 1 closed in 30 days
Median time-to-fill
13 days
faster than 60% of the market
ATS activity
Every ~14 hours
Today
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
AI/ML
50% ▲
DevOps
50% ▲
Activity Timeline
Added IAM to stack
Aug 2026
Added GitLab to stack
Aug 2026
Added GitHub to stack
Aug 2026
Added Amazon CloudWatch to stack
Aug 2026
Added Amazon SageMaker to stack
Aug 2026
Added Amazon S3 to stack
Aug 2026
Added Amazon ECS to stack
Aug 2026
Added YOLO to stack
Aug 2026
Added Weights & Biases to stack
Aug 2026
Added VLM to stack
Aug 2026
Added vLLM to stack
Aug 2026
Added Transformers to stack
Aug 2026
Jobs
Cloud Operations Architect - AWS
1 month ago≈ $120k – $257k per year (Estimated) • Remote • 5+ years exp • Bachelor's Degree
Python
Ruby
Amazon EC2
AWS
AWS Fargate
CI/CD
CircleCI
CloudFormation
Datadog
GitHub Actions
GitLab CI
Grafana
Incident Management
Jenkins
Kubernetes
PagerDuty
Terraform
Amazon CloudWatch
Amazon ECS
Amazon S3
GitHub
GitLab
IAM
Cybersecurity
SOC 2
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