Every AI implementation needs a map. We built one.

Most AI projects fail not because of the technology, but because no one mapped the business first. The BAAF® Framework is the methodology behind every Flintworks implementation.

The Problem

Most AI implementations fail. Here's why.

Organizations rush to deploy AI without understanding the gaps that guarantee failure. These are the three most common mistakes.

No business alignment

Implementing AI without mapping business flows

Agents are not coherent with the business — there is no alignment between operations and the methodology required by the business model.

Disconnected systems

Developing digital connectors in isolation, without consistent error handling

Agents lose connection with the business when connectors fail without control, degrading the user experience.

Blind automation

Prompt engineering without alignment to business logic or available data

Agents lose situational awareness — they don't perceive the right signals, misinterpret context, or fail to anticipate adequately.

Our Methodology

Three layers. One clear direction.

The BAAF® Framework establishes the correct order of work: first understand the business, then map the digital assets, and only then build situational awareness. The result: AI agents that are Coherent, Connected and Aware.

Level 1

Business Foundation

Coherent

Defines the business model and the methodology that governs its operation. AI agents will be coherent only if the operation aligns with the correct methodology for its business model.

Level 2

Digital Business Connectors

Connected

Maps and connects the business's digital assets: APIs, databases, channels, and services. Agents maintain connection with the business as long as these connectors operate with integrity.

Level 3

Situational Awareness

Aware

Defines the required AI maturity level and how the agent facilitates the business's situational awareness: what it perceives, what it comprehends, and what it anticipates.

AI Maturity

Not every business needs the same level of AI

The BAAF® Framework includes a maturity axis that helps determine the right level of AI autonomy for your organization — from human-led to fully autonomous.

AI-Assisted
AI-Augmented
AI-Driven
AI-Automated

AI-Assisted

Human leads

AI helps the human with specific tasks. The human leads all decisions.

AI-Augmented

Human + AI

AI expands human capabilities, suggesting interpretations and possible scenarios.

AI-Driven

AI leads

AI leads processes and the human supervises. Real-time monitoring with predictive awareness.

AI-Automated

AI executes

AI executes autonomously without human intervention. Highest autonomy — highest risk exposure.

Read the full BAAF® Framework

Download the BAAF® Framework Draft 1.0 — the methodology behind every Flintworks implementation. Understand how we align AI to your business before writing a single line of code.

Read the Full Framework Contact Us