AI KNOWLEDGE FOUNDATION
FOR REGULATED ENTERPRISES
TURNING COMPLEX DATA INTO AI YOU CAN TRUST
Augment expert knowledge by unifying complex enterprise data to empower next-gen AI agents & applications
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POWERING GLOBAL LEADERS ACROSS INDUSTRIES
Why Iris.ai
AN INSIDE LOOK WITH OUR CTO AND CO-FOUNDER
AN INSIDE LOOK WITH OUR CTO AND CO-FOUNDER
( THE CHALLENGE )
ENTERPRISE AI IS STUCK IN THE PILOT PHASE
The real bottleneck isn't the model — it's knowledge and context.
Without a structured, trusted foundation that understands your business, AI systems hallucinate, misinterpret domain data, and fail governance requirements.
FRAGMENTED DATA + MISSING CONTEXT = UNRELIABLE AI
Reveal insight
NO KNOWLEDGE, NO CONTEXT
LLMs without grounding in your domain produce confidently wrong outputs — a serious risk in regulated industries.
GOVERNANCE GAPS
Without traceability, AI outputs can’t be audited, explained, or defensibly acted upon.
NO SCALE BEYOND PILOTS
Point solutions never reach critical mass without a shared, contextualised knowledge layer.
( The Platform )
THE MISSING LAYER — AI KNOWLEDGE FOUNDATION
The AI Knowledge Foundation by Iris.ai is the missing middle layer that understands your business — not just your data.
EXPERT-LEVEL BUSINESS OUTCOMES
Decisions, automation, insights, scale.
AI AGENTS & APPLICATIONS
Domain-aware, explainable, auditable, scalable.
AI KNOWLEDGE FOUNDATION
Knowledge Synthesis
Aggregates and structures data across all enterprise systems into a coherent knowledge graph.
Contextual Grounding
Grounds AI models in trusted sources and domain semantics — eliminating hallucination.
Governance & Trust
Full source traceability and explainable reasoning paths for regulated deployment.
ENTERPRISE DATA
ERP, documents, research, regulations, patents.
( INTELLIGENCE PIPELINE )
FROM RAW DATA TO EXPERT-LEVEL ENTERPRISE INTELLIGENCE
How Iris.ai builds, validates, and controls enterprise intelligence — powering Axion™ and Neuralith™ across all solutions.
O1
EXTRACT &
CONTEXTUALISE
CONTEXTUALISE
Knowledge Extraction
Ingests structured and unstructured enterprise data. Maps relationships and dependencies for deep context, not just retrieval.
Deep Contextualisation
Fragmented Data
Structured Knowledge
O2
VALIDATE &
REFINE
REFINE
Expert Validation
SMEs and architects provide feedback loops. Refines accuracy, relevance, and completeness. Knowledge is versioned and auditable.
AI Reflects Real Expertise
Governance Built In
O3
CONTROL
OUTPUT
OUTPUT
LLM Evaluation
Outputs tested against accuracy and compliance criteria. Guardrails enforce consistency from expert benchmarks.
AI Behaviour Controlled
Expert-Level Benchmarking
O4
Deliver
Enterprise AI
Enterprise AI
Expert AI Responses
Context-aware, decision-ready outputs for agents and copilots. Aligned with enterprise standards, continuously improving.
Your Best Expert-Level AI
At Scale — Organisation-Wide
Strategic Partnership With AWS
Bringing a trusted AI knowledge foundation to regulated industries globally
Proven Results. Real Savings. Trusted AI Performance
330+
million documents securely ingested
2OO,OOO+
answers evaluated on 50+ use cases
35%+
savings on LLM usage costs
8O%+
acceleration on AI go-to-market
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WHY ENTERPRISES CHOOSE IRIS.AI
MANUFACTURING
"At ArcelorMittal, we are constantly looking for ways to optimize our R&D processes and this is what brought us to Iris.ai — Integrating Axion into our process has made the ingestion and processing of external data significantly easier. It has cut weeks and, in some cases, months out of our research and development timelines and gives us the capacity to review more patents. Iris.ai proves there is enormous potential when research and development meets artificial intelligence, and we are only witnessing the beginning of that journey."
Sophie Plaisant
Head of the Intellectual Property
EXPLORE THIS CASE STUDY
Public Secto
"Project delivery times were a critical challenge, especially when insights were time-sensitive. Manually reviewing papers on niche topics like avian flu would have been exceptionally tedious. With Iris.ai’s RSpace, we could quickly narrow down relevant papers across disciplines — a major advantage in real-time crisis situations. Even with deep expertise, our researchers face knowledge gaps across fields, so having fast access to relevant, up-to-date research is essential. Iris.ai has helped us streamline data collection and manage project delivery more effectively."
Leena Seppä-Lassila
Senior Researcher
EXPLORE THIS CASE STUDY
( WHY IRIS.AI )
ACCURACY YOU CAN MEASURE
Most AI tools promise results. We provide the infrastructure — and the metrics to prove it.
BUILT FOR REGULATED INDUSTRIES
Compliance is a first-class feature — not an afterthought.
MEASURABLE ACCURACY
Quantified confidence scores at every layer of the knowledge graph.
ENTERPRISE KNOWLEDGE GRAPH
Semantic relationships — not just retrieval — for deep reasoning.
MODEL-AGNOSTIC FLEXIBILITY
No vendor lock-in. Your knowledge advantage compounds as models improve.
AUGMENTS YOUR EXPERTS
Captures and scales institutional knowledge — it doesn’t replace it.
GOVERNANCE BUILT IN
Full source traceability and reasoning paths, native to the platform.
( WHO IT’S FOR )
BUILT FOR REGULATED ENTERPRISES
ENERGY & INDUSTRIALS
ASSET-HEAVY INDUSTRIES
Operationalise decades of engineering docs and maintenance records across complex asset lifecycles.
Oil & GasUtilitiesManufacturing
LIFE SCIENCES
R&D-DRIVEN ORGANISATIONS
Transform scientific literature, clinical data, and regulatory submissions into an intelligent knowledge layer.
PharmaBiotechMedical Devices
PROFESSIONAL SERVICES
EXPERTISE-LED FIRMS
Turn institutional expertise into a compounding competitive asset — not a retention risk.
EngineeringLegalRisk & Insurance
ACCELERATE YOUR AI DEVELOPMENT
Connect now and let’s push the boundaries of innovation together
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