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Notes from the Pandasoft team

Thoughts on identity verification, workflow automation, and building secure systems for high-stakes environments.

fingerprintIdentity & Biometrics
hubWorkflow Automation
smart_toyAI in the Enterprise
gavelCompliance & Regulation
Deepfake Fraud Is on Track to Nearly Quintuple in 2026 — What That Means for KYC
Identity & BiometricsJun 22, 2026

Deepfake Fraud Is on Track to Nearly Quintuple in 2026 — What That Means for KYC

A new industry fraud index projects deepfake-enabled identity fraud will jump almost 500% this year. The number that should worry onboarding teams most isn't the headline figure — it's which fraud type is growing fastest.

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The EU AI Act's Compliance Deadline Keeps Moving — Why Waiting Isn't a Strategy
Compliance & RegulationApr 28, 2026

The EU AI Act's Compliance Deadline Keeps Moving — Why Waiting Isn't a Strategy

A widely discussed compliance deadline for high-risk AI systems has already shifted once this year. Legal teams are split on whether to build now or wait for certainty — here's why we think that's the wrong question.

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Satya Nadella's Warning: Every AI Correction You Make Trains Someone Else's Model
AI in the EnterpriseJul 27, 2026

Satya Nadella's Warning: Every AI Correction You Make Trains Someone Else's Model

Microsoft's CEO made the case that companies relying on one external AI provider for everything may not survive long-term — because every prompt and correction quietly hands over institutional know-how.

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Why Enterprises Are Quietly Routing AI Workloads to Cheaper Chinese Models
AI in the EnterpriseJul 7, 2026

Why Enterprises Are Quietly Routing AI Workloads to Cheaper Chinese Models

Reporting this year found Chinese open-weight AI models capturing a growing share of enterprise usage, priced dramatically below US frontier models. The interesting part isn't the discount — it's what enterprises are (and aren't) routing to them.

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AI Agents Are Automating More Workflows Than Ever — But Confidence Is Outrunning Control
Workflow AutomationJun 29, 2026

AI Agents Are Automating More Workflows Than Ever — But Confidence Is Outrunning Control

New research ranking AI agent adoption across dozens of enterprise tasks found teams growing "exceedingly confident" fast — faster, in several cases, than their oversight infrastructure has kept up.

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