A layered architecture
for a governed workforce.
AWP connects enterprise source systems, domain data, evidence, engineering capabilities, Digital Employees, skills intelligence, orchestration and a unified workspace. Governance, security and compliance apply across every layer.
Eight connected layers.
One operating environment.
The architecture diagram supplied for the Oil & Gas Digital Workforce Workspace is represented below as a navigable layered view. The industry-specific data and Digital Employee examples shown here follow that source architecture.
Dashboard · Digital Employees · Live Investigation · Skills & Competency · Approvals & Audit · Settings
Task intake · Skills requirement identification · Digital Employee selection · Planning & execution · Evaluation · Human approval
Skills taxonomy · Skills database · Competency mapping · Proficiency levels · Certification · Training recommendations · Gap analysis
Oil & Gas: Seismic · Well Logging · Drilling · Reservoir · Production · Assets
Capability routing · Tool authorisation · Domain tools & calculations · Data retrieval & integration · Result handling & provenance · Permissions
Evidence extraction · Source references · Provenance · Cross-domain context · Findings & insights · Audit trail
Well & wellbore data · Seismic/geophysical data · Well logs · Drilling reports · Reservoir data/models · Production time series · Asset/maintenance data
Operational documents · Engineering datasets · Enterprise systems · Databases · File repositories · Industrial systems / historians · External sources
Cross-cutting governance: Identity, access, role permissions, data governance, model and tool governance, policy, audit, traceability and responsible AI are not isolated modules. They govern the full lifecycle and every execution path.
From user experience
to industrial data.
Guided workflows, natural-language interface, dashboards, reports, user and policy management.
Provider health, tool discovery and test, employee capabilities, live investigation, evidence explorer, investigation trace, evaluation and audit governance.
Understands request → plans → selects tools → authorises → executes → collects evidence → reasons → answers.
Connects MCP providers, handles tool invocation and responses, and binds documents, manuals, SOPs, ontologies and domain knowledge.
DCS, historian, SCADA, OPC-UA; ERP, CMMS, LIMS, MES, EAM; procedures, manuals, SOPs, data lakes and approved external services.
Understand. Plan. Authorise.
Execute. Evidence. Evaluate.
The functional stack specifies that an answer should present findings, list investigation leads, state what is not known and recommend next steps. Tool status and metadata, source references and evidence are retained as part of the investigation record.