MemoryLane Introduces Privacy-First AI Task Mining for Mid-Sized and Enterprise Companies

San Francisco, CA, October 09, 2026 --(PR.com)-- MemoryLane, an AI-powered task mining and process mapping platform from SenseFlow, Inc., today launched with a privacy-first model that never stores screenshots. The tool captures desktop activity, extracts text using OCR, and keeps all data locally on the user's device. Data is only shared centrally with explicit consent. Organizations can connect their own AI models for processing, ensuring sensitive operational data never leaves their environment.

MemoryLane is already deployed across e-commerce, professional services, financial services, hospitality, logistics, and media, and is used by consulting partners, government transformation teams, and RPA implementation firms in their client engagements.

Existing task mining and process intelligence tools capture and store employee screenshots, creating privacy and compliance challenges that slow adoption, especially among mid-sized companies without dedicated security teams to manage the risk. These tools also tend to require enterprise-wide procurement and dedicated transformation teams before delivering any insight. MemoryLane removes both barriers. By keeping all captured data local by default, organizations can begin automated process mapping at the department level in days rather than months.

The platform supports two paths to adoption. A bottom-up path gives individual employees a tool that maps their own workflows privately on their device, with nothing shared centrally, and can be live within days. A top-down path lets organizations map processes across the company when they have the AI maturity to run process discovery as a formal initiative. Both start at the department level and scale from there.

"Most companies want to understand their processes before investing in AI and automation, but the available tools need to be run as a company-wide project worth hundreds of thousands of dollars before delivering any value," said Jaroslav Zapletal, co-founder of MemoryLane. "With MemoryLane, an operations manager or team lead can start process mapping without turning it into an organization-wide initiative. And when the company is ready to scale, the platform grows with them."

About: MemoryLane is a privacy-first task mining, process mapping, and process intelligence platform built by SenseFlow, Inc., a Delaware-based company founded by Jaroslav Zapletal and Petr Ungar. Learn more at https://trymemorylane.com.