Who is speaking.
Fresh attestation gates private context before it enters the interaction.
The platformGMAI
The trust
layer for AI.
Intelligence needs a boundary.
We engineer the trust that surrounds it.
MIANGEL MIDDLEWARE AI™
PATENT-PENDING GOVERNANCE INFRASTRUCTURE
PATENT-PENDING GOVERNANCE INFRASTRUCTURE
GOVERNANCE BEFORE GENERATION.
VERIFICATION BEFORE DELIVERY.
VERIFICATION BEFORE DELIVERY.
EXPLORE THE SYSTEM
The model creates the answer.
GMAI governs the interaction.
01Inside the trust layer
One conversation.
Governed, end to end.
Before the model. After the model. GMAI brings identity, memory, and policy into the same protected path.
An illustrative interactionGMAI / CONTROL PLANE
01 / Identity
Establish who is speaking.
Identity and consent establish the boundary for the conversation. Private memory stays restricted without fresh, validated attestation.
Identity + consent00:00 / 00:32
Conceptual sequence. No real message is processed.
Go deeper: the full 14-step walkthrough
02The memory boundary
Memory has
a door.
You hold the key.
Private history belongs behind a boundary. GMAI gates access to conversational memory with fresh, validated attestation, including WebAuthn hardware verification.
Deny by default. Without valid proof, private memory remains restricted.
Illustration only. No biometric or personal data is requested.ATTESTATION-GATED MEMORYG / 02
Private memory lockedNO VALID ATTESTATION → RESTRICTED
03Intelligence with context
Remembering is easy.
Relevance is the art.
Salience-weighted recall brings forward the context that matters to the present conversation. Each selection has a reason, within a defined token budget.
THE MOMENT YOU ARE IN
“I couldn’t switch off last night.”
Illustrative selections. Sample memories, not live scoring.
AUTHORIZED CONTEXTRELEVANCE
01
An earlier conversation
“A walk helps me reset.”
02
A personal intention
“I want a steadier bedtime.”
03
A connection that matters
“My sister checks in on Sundays.”
04
A conversation preference
“I prefer gentle questions.”
05
An everyday detail
“I tried a new café.”
Conversation history, wearable signals, and personal context can connect across time, under the same access controls.
04Evidence, by design
A promise is a start.
Proof goes further.
Signed control segments bind identity, consent, and policy to an interaction. A tamper-evident audit chain makes later changes detectable.
ILLUSTRATIVE AUDIT CHAINChange one record. See the consequence.
01LINKED
02LINKED
03LINKED
04LINKED
05LINKED
The record tells one story.
Each record is linked to the one before it. The sequence is designed to make tampering evident.
Visual explanation only. No cryptographic verification or real receipt is generated here.
What is permitted.
The scope of sharing is tied to the conversation and can be revoked.
How AI should respond.
Risk-aware behavior rules shape the prompt and inform output checks.
Fail-closed by design.
HIPAA-aligned architecture. GDPR-mapped controls. SOC 2 architecture mapped; formal attestation remains on the roadmap.
05The platform vision
Born with DeBrah.
Built to go beyond.
An AI life companion is the first expression. The ambition is a trust layer wherever AI and people meet.
FIRST PRODUCT
DeBrah
AI Life Companion
THE ARCHITECTURE BENEATHGMAIMiAngel Middleware AI™
POTENTIAL APPLICATION / 01
Sensitive conversations. Accountable care.
Identity-bound context and HIPAA-aligned audit trails for patient–AI interactions.
IDENTITY / PRIVACY / AUDITIndustry examples describe the platform vision, not a list of deployed customer solutions.
06The next conversation
Look beneath
the intelligence.
Explore the architecture in the technical whitepaper. Or meet the companion who brings it to life.
U.S. PATENT APPLICATION NO. 19/385,439