Reference Architecture
ContextTalk Reference Architecture
Unify Your Enterprise Context. Power AI with Trusted, Actionable Intelligence.
Enterprise & Industrial Integrations
Connect your systems, data and domain applications,
Manufacturing & Supply Chain
ERP, MES, QMS, WMS, TMS, SCP
Healthcare & Life Sciences
EHR/EMR, PACS, HIS
IT & Operations
OSS, BSS, Telecom CRM
Asset & Field Operations
EAM, SCADA, EMS, DERMS
Energy & Utilities
APM, ETRM, Grid Systems
Banking & Financial Services
Core Banking, Wealth Mgmt, Risk & Compliance
Industrial & Energy Assets
DCS, Geoscience & Reservoir Modeling, EAM
Retail & Consumer
POS, TPM, PIM, OMS, Loyalty & Marketing
Clean Energy & Grid
VPP, Grid Edge, Demand Response
Laboratory & Quality
LIMS, eQMS
Business Value
Higher efficiency | Lower risk | Faster time to value.
ContextTalk
From siloed data to trusted, business-ready intelligence
Business Applications & Use Cases
Industry and business outcomes across the value chain.
Business Language, Classification & Semantics
Understand your business context in a common language.
Business Language
Ontology & glossary
Business Classification
Domain, process, asset, etc.
Business Semantics
Relationship & meaning
Enterprise Knowledge Layer
Connect, enrich and contextualize your enterprise knowledge.
Structured Data
Databases, data lakes
Unstructured Data
Documents, email, content
Graph Knowledge
Relationship & ontology
Real-Time Context
Streaming events
Model, Data and Memory
The intelligence layer that powers trusted, contextual AI.
Foundation & Domain Models
Bedrock, OpenAI, Claude, etc.
Enterprise Data
Warehouse, vector, graph
Memory
Session & long-term
Model Orchestration & Reasoning
Planning, routing, validation
Trusted
Secure | Compliant | Explainable
Scalable
Multi-industry | Hybrid cloud | Open ecosystem
TrustOps
Keep AI secure, trusted and performing,
Semantic Context Layer
- Domain ontologies
- Entity resolution
- Context enrichment
Policy & Security Controls
- Zero Trust
- Access control
- Data privacy & residency
- Compliance (HIPAA, SOC, GDPR, etc.)
Monitoring & Quality
- Data & model quality
- Drift detection
- Performance monitoring
- Audit & traceability
AgentOps & Oversight
- Agent lifecycle management
- Versioning & promotion
- Risk & safety checks
- Human in the loop
AI at Work
From insights to autonomous action.