Architecture

An industrial intelligence layer built around evidence, authority, and verification.

SyncAI is designed to sit across the existing operating information estate, help teams build technically defensible decisions, and preserve the governance required to act on them.

System model

Five layers from source evidence to verified outcome.

Systems of record

CMMS/EAM, ERP, historians, inspection systems, approved documents, work history, asset configuration, and other operating sources remain the authoritative systems around the platform.

Structured and unstructured evidenceAsset and work contextApproved knowledge sources

Evidence and context layer

SyncAI normalizes the context needed for a decision while keeping source provenance and the distinction between observed evidence, assumptions, and missing information visible.

Source-aware retrievalAsset contextEvidence provenance

Industrial intelligence

Domain workflows combine deterministic analysis with AI reasoning to investigate, compare options, and build a reviewable technical recommendation.

Reliability analysisDecision-case workflowsDomain-specific reasoning

Governance and authority

Recommendations move through role-aware review, escalation, and approval paths before controlled action. Human accountability stays explicit.

Approval gatesRole-based accessDecision traceability

Verification

The operating loop closes by measuring the agreed outcome, preserving the decision record, and making the result available for subsequent work.

Outcome evidenceKPI verificationClosed-loop learning

Human authority

The model is not the final approver.

Industrial decisions can change safety exposure, production risk, maintenance spend, and asset life. SyncAI therefore treats recommendations and authority as separate layers.

Recommendation

Technical review

Authorized decision

Controlled action

Exact approval paths are configured for the customer’s operating model, roles, risk boundaries, and systems of record.

Security posture

Describe the controls that exist. Do not overstate the ones still being validated.

Access control

Multi-tenant boundaries and role-aware access are implemented in the application and data layer. Customer configuration determines who can see and act on operational information.

Auditability

Decision records, evidence references, approvals, and workflow state are designed to remain reviewable instead of disappearing into an opaque chat transcript.

Data handling

SyncAI is designed to work from the customer-approved information boundary. Deployment and integration requirements are defined during security and data discovery.

Certification claims

Third-party certifications are represented publicly only when formally achieved and current. Architecture discussions distinguish implemented controls from certification status.

Map SyncAI to your operating environment.

A pilot starts by defining systems of record, evidence boundaries, decision authority, security requirements, and the KPI that will verify value.

Discuss a Strategic Pilot