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.
