BTG Introduces AEGIS DGRS EI - The World's First Engineered Intelligence Framework and Prototype Built for Accountability, Governance, and Human Control

Shillong, India - 29th Dec 2025

BeTheGuide Global Mentoring & Research Academy today announced the launch of the world's first Engineered Intelligence (EI) framework and working prototype, marking a decisive shift in how intelligent systems are designed, governed, and deployed.

Unlike conventional Artificial Intelligence systems that prioritize prediction and automation, Engineered Intelligence (EI) is built around accountability by design. Every critical decision is structurally bounded by human authorization, governance controls, and explicit responsibility layers - before execution, not after failure.

Introducing BTG DGRS AEGIS EI

At the core of this breakthrough is BTG AEGIS DGRS EI (Decision Governance & Responsibility System), a novel intelligence architecture that introduces a mandatory decision boundary - the precise point where autonomous system outputs must pause for human review, approval, or rejection.

"Most AI failures don't occur at the model level - they occur when outputs quietly turn into decisions," said Santosh Sunar, Founder of BeTheGuide and architect of the EI framework.
"Engineered Intelligence fixes that blind spot by treating the decision moment itself as a first-class design problem."

What Makes Engineered Intelligence Different

The EI framework redefines intelligence as something that can be intentionally engineered, not merely trained. Key characteristics include:

Human-in-the-Loop by Design - not optional oversight, but enforced authorization.

Explicit Decision Ownership - every action has a named human authority
Pre-Execution Governance Controls - not post-hoc audits.

Emergency Halt Mechanisms - built into the intelligence layer itself.

Zero-Feed Reasoning Architecture - reducing dependency on opaque data pipelines.

The publicly released prototype demonstrates how EI systems behave in high-stakes scenarios such as governance, security, healthcare, finance, and institutional decision-making - where accountability matters as much as accuracy.

Research-Backed and Publicly Documented

The Engineered Intelligence framework is supported by peer-accessible research published across Zenodo, SSRN, OpenAIRE, Figshare, Linknovate ORCID, and related academic ecosystems, with thousands of combined views and downloads across multiple public editions.

A limited public version of the framework has been released to encourage discussion and responsible adoption, while core architectural components remain protected for institutional deployment and licensing.

A Call to Institutions and Leaders

As governments, enterprises, and global institutions grapple with AI governance failures, EI introduces a pragmatic alternative: intelligence that knows when it must stop and ask a human.

BeTheGuide is opening conversations with policymakers, enterprises, academic bodies, and ethical AI leaders interested in advisory partnerships, governance consulting, and pilot implementations.

Santosh Sunar
Founder - BTG Global Mentoring & Research Academy
Contact : mentorsunar@consultbtg.in
Laitumkhrah Main Road Shillong Meghalaya -793003

About BeTheGuide Global Mentoring & Research Academy
BeTheGuide Global Mentoring & Research Academy is an independent research and innovation organization focused on ethical intelligence systems, governance-by-design frameworks, and future-ready institutional architectures.

This release was published on openPR.