Calmar — Clone Your Workforce

How Calmar works

Employee Desktop Sessions

VLM

Excel

VLM

Outlook

VLM

Chrome

VLM

Salesforce

VLM

Teams

VLM

SAP

Calmar VLM

Operational Insights

Enterprise GPT

Context-aware AI for your org

COO Agent

Operational intelligence

Process Mining

Automated workflow maps

Knowledge Base

Auto-updated documentation

1

Record

Deploy our lightweight desktop recorder across your workforce. It silently captures screen activity with no workflow changes needed.

2

Understand

Calmar builds semantic process maps from real activity to surface bottlenecks, repetitive patterns, and automation opportunities.

3

Automate

Deploy AI agents with full operational context and automate workflows end-to-end across any application your teams use.

Recordings never leave the device. Fully local and encrypted video-based process mining.

100% On-Device

Screen analysis runs entirely on employee machines. Raw data never leaves the device.

Embeddings Only

Screenshots are processed and discarded instantly. Only semantic vectors are transmitted.

Employee Control

Team members can pause or exclude apps anytime. Full transparency over their data.

Traditional solutions fail to semantically task mine enterprise workforces.

Calmar

Tasks Mining

Local VLM

Desktop Logging

Clone Workforce

Doc Workflows

Vector Embed

Enterprise GPT

Restructuring

Total Features

8/8

1/8

	Calmar
Tasks Mining
Locally processing (VLM)
Semantic desktop logging
Cloning workforce
Documenting workflows
Vector Embedding workforce
Integrating into enterprise GPT
Restructuring Copilot

Calmar excels in modern enterprise complexity at scale across workflows and teams.

Healthcare

High Tech

Insurance

Life Sciences & Pharma

Logistics & Transportation

Manufacturing

Government

Retail & CPG

Telecommunications

Banking & Financial Services

Energy & Utilities

Automotive

Aerospace & Defense

Media & Entertainment

Education

Professional Services

Legal & Compliance

Real Estate