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Technology

Different products,
one technical foundation.

ChipInsight, Corpus AI and IFIS all run on the same four layers. The products differ; the search, reasoning and verification path does not.

See the architecture Technical consultation
L01
Anneal Intelligence
The intelligence layer where a domain's language and a company's judgement accumulate. The engine is Anneal Model.
L02
Industrial Ontology
Defines how technology, patents, materials, processes, equipment, defects and SOPs relate, in a structure AI can interpret.
L03
Agentic AI
Agents with distinct roles split planning, search, analysis, verification and execution, then cross-check each other's results.
ALL
Enterprise Security
Wraps every layer on the assumption of private deployment and permission-based access, and logs every access event.
Architecture

Four layers
stack into one structure.

Anneal Intelligence is the foundation; Industrial Ontology and Agentic AI sit on top of it. Enterprise Security wraps the whole.

Enterprise Security · Your Intelligence Stays Yours Private Deployment Role-Based Access Tenant Isolation Encryption Audit Trail
ChipInsight
Corpus AI
IFIS
L03 Agentic AI 5 role agents · cross-verification · tool calls
01 Plan Break down the task
02 Search Gather sources
03 Analyze Analyse
04 Verify Verify evidence
05 Act Act
L02 Industrial Ontology Industry concepts and their relationships, in a structure AI can read
Protect Applied Input Perform Configure Record Occur Respond Verify
Technology
Patent
Material
Process
Equipment
Parameter
Lot
Defect
Work standard
Expert
Research data
Field data
Internal knowledge
L01 Anneal Intelligence engine · Anneal Model

The intelligence layer where a domain's language and a company's judgement accumulate.

Domain search Structured evidence Knowledge accumulation Company-specific intelligence Technical judgement support
Anneal Intelligence

The more you use it,
the more judgement it keeps.

A general model gives a general answer. Anneal layers the domain's language and the organisation's decision history on top, so the same question returns that company's answer.

01
Domain language
Binds process, material and equipment terminology together with in-house abbreviations as single concepts.
02
Structured evidence
Attaches sources at paragraph level, so any judgement can be traced back to where it came from.
03
Decision history
Records which judgements were adopted or rejected and why, then uses that as the benchmark for the next question.
04
Company specialisation
As accumulated language and judgement build up, answers narrow to what fits that company alone.
General model Accumulation Company-specific intelligence
Enterprise Security

Security is not a feature —
it is deployment architecture.

Four boundaries wrap the data from the outside in, and access is logged at every layer.

01 · Private Deployment
02 · Tenant Isolation
03 · Role-Based Access
04 · Encryption
Company data
Documents · knowledge · field data
05 · Audit Trail Access logged at every layer
Private Deployment Deployment inside the customer's own environment is the default, with no outbound transfer path.
Tenant Isolation Separates data and indexes per tenant, blocking cross-tenant queries.
Role-Based Access Limits both search scope and evidence exposure by role and organisational permission.
Encryption Applies encryption both at rest and in transit.
Audit Trail Logs every query, response and access event so it can be audited afterwards.
Designed against N2SF criteria Network separation · access control · logging requirements

Find the configuration
that fits your environment.

We review workable configurations against your security requirements and data environment.

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