AI & Automation

Palazzo Ferdinandeo, sede di MIB Trieste School of Management.

KAPTO featured in “The Invisible Bill”: Governing the Hidden Costs of Agentic AI

KAPTO is cited in “The Invisible Bill”, a research note by Prof. Leonardo Felician published by MIB Trieste School of Management. We explore how token-free pricing, proprietary AI models and process traceability support predictable, controlled enterprise operations.

Rows of server racks in a data centre, representing AI systems running in production

Gabriel De Dominicis

Why AI fails in production: the math behind compound error amplification

Most AI deployments fail not because of the model, the data, or the team, but because errors compound across sequential steps. This post works through the compound-error math and the accuracy threshold real automation actually requires.

Business charts and data displayed on screens during result analysis

Giovanni Forleo

October 24, 2025

Your employees are already using AI. Only your business isn't benefiting.

Employees already use AI tools daily, but most companies see no impact. Learn why and how to turn AI into real operational results.

User choosing between large language model tools on a digital interface

Gabriel De Dominicis

October 24, 2025

Why LLMs can't automate your documents (and what actually can)

LLMs can read documents, but they struggle with precision. Learn how they fall short in automation and what works in production.

Business professional interacting with digital data automation interfaces

Gabriel De Dominicis

October 24, 2025

Levels of business automation: Hands off. Mind off. KAPTO on.

Understand the four levels of business automation, from RPA and IDP to fully autonomous AI agents that execute processes end to end.

Person analyzing code and outputs on multiple screens during an automation review process

Gabriel De Dominicis

Why 90% accuracy is worse than useless for real automation

90% accuracy sounds good, but in automation it creates more work. Learn why real automation requires 95-99% accuracy to achieve results.

AI & Automation

KAPTO featured in “The Invisible Bill”: Governing the Hidden Costs of Agentic AI

Why AI fails in production: the math behind compound error amplification

Your employees are already using AI. Only your business isn't benefiting.

Why LLMs can't automate your documents (and what actually can)

Levels of business automation: Hands off. Mind off. KAPTO on.

Why 90% accuracy is worse than useless for real automation

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