AI-Ready Data Products
for Industrial Execution.
WolkAbout equips industrial teams with the data fabric, domain intelligence, and automation layers needed to build, run, and scale AI where it matters most: in operations.

The Steps That Make.
Industrial AI Work.
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Connect Every Data Source Across OT and IT.
Structure Data Into Reusable, AI-Ready Products.
Model Domain Intelligence With the Right AI Techniques.
Deliver AI Agents That Understand the Floor.
Solving Downtime, Compliance and Operator Gaps with AI.
Smart Alarming & Escalation
Reduce alert fatigue by filtering noise and surfacing anomalies that truly require intervention. Use agents to guide decisions, not just notify.
Predictive Maintenance with Context
Go beyond alerts. Understand machine behavior over time, anticipate faults based on actual operating conditions, and act before failures occur.
AI-Driven Diagnostics & Incident Analysis
Correlate sensor data, log files, work orders, and historical patterns to explain what happened and why, with full traceability and built-in explainability.
SOP-Based Operational Guidance
Give your frontline staff real-time recommendations based on prior incidents, current data, and SOP documents. Great for onboarding and upskilling.
Automated, Trustworthy Reporting
Connect data and documentation into structured outputs for audits, compliance, and daily operations. No more chasing files or merging spreadsheets.
Tailored AI Applications for
High-Stakes Industries.
Everything You Need to
Operationalize AI.
LLM-Powered Agents Built for Industrial Use.
Launch AI agents trained on your data, processes, and documentation. They diagnose problems, guide decisions, generate reports, and support operators, all in plain language.
Semantic Control Over Your Entire Data Landscape.
Unify signals, logs, documents, and enterprise data in a single semantic layer, making every datapoint traceable, queryable, and context-aware.
Domain-Specific, AI-Ready Data Products.
Turn raw OT and IT streams into certified, versioned, and reusable data products enriched with metadata, semantics, and access logic: the foundation of any scalable AI initiative.
Scalable Architecture That Grows With You.
Deploy in one plant or across dozens. Whether on-prem, in the cloud, or hybrid, Allport adapts to your tech stack and use case maturity. No replatforming required.
Full Control and Zero Lock-In
Maintain ownership of your data, infrastructure, and rollout strategy. Choose your AI partners, update independently, and evolve without vendor constraints.