Your Private InsightOps Engine

RAEI isn’t a chatbot. It isn’t consultancy. It isn’t a public GPT tool.

It’s a private cognitive platform designed for regulated organisations — turning your own knowledge into safe, repeatable, decision-ready intelligence.

Built for Speed, Designed for Trust

At the core of RAEI is a modular intelligence layer, engineered to run privately, verifiably, and at your pace.

LLM Core (Enclosed & Swappable)

Advanced language models run behind your firewall. They can be upgraded or swapped without exposing your data to the public web.

Interpretation Guardrails

Answers are always grounded in your approved sources. Every output is cited, verifiable, and audit-ready.

Private Memory Layer

Each project has its own siloed memory. Knowledge compounds over time but never leaks across teams unless you choose.

Modular Orchestration

Beyond Q&A: RAEI orchestrates workflows — document analysis, survey generation, pain-point mapping, board-ready packs.

Private Deployment Stack

Each client runs in an isolated environment — no blending, no shared risk. Think of it as leasing your own secure floor.

RAEI Architecture

The RAEI Brain is engineered as a modular, enclosed stack – private, disciplined, and under your control

*The architecture environment is totally separate and segregated for each customer and connection.

Inside the RAEI Brain

Core Engine

RAEI Core Brain

The enclosed AI engine at the centre. It never trains on your data and never leaks to public models.

Interpretation Guardrails

Strict boundaries keep outputs grounded in your documents. Every answer is cited and auditable.

Workflow & Delivery

Workflow Orchestrator

Turns ad-hoc queries into repeatable outcomes: document analysis, surveys, board-ready packs.

Insight & Comms Layer

Produces outputs in business-ready formats: summaries, pain-point maps, decks.

User Interface

A simple, secure front-end that makes the brain usable by every team.

Processing & Memory

INgestion & Retrieval

Smart chunking and search for rapid discovery.

Vector Database

Stores meaning and relationships, not just keywords.

Relational Database

Captures surveys and structured feedback, ensuring traceability and repeatability.

Infrastructure

Private Deployment Stack

Fully isolated Kubernetes environments, no cross-client mixing, UK/EU residency by default.

Enterprise Grade Security

RAEI is secure by design, using the very latest in security technology.

Security & Governance, Built In

When you’re operating in regulated or high-stakes environments, trust isn’t optional. RAEI is designed to support the same standards of privacy and governance your board expects.

• Fully isolated cloud instances (UK/EU residency, GDPR-supporting controls).

• No cross-client data blending — each client runs on its own secure stack.

• Role-based access and project-level audit trails.

• Option to delete all data immediately after a sprint if you don’t continue.

• Governance standards aligned with what your board expects.