Real-time IT/OT integration
Ingest and harmonise DCS, SCADA, historians and ERP into one live model of your operations, read-only with zero disruption to running plant.
DCS · SCADA · ERP → one model
How integration works
NEW Atelic Knowledge System for integrated operations centres
Physics-based industrial AI for oil, gas & power operations.
Atelic AI unifies your SCADA, historian, ERP and engineering records into one live operational model, then applies deterministic, auditable reasoning your engineers can defend in the control room and the boardroom.
Oil & Gas
Gas processing
Power & grid
Manufacturing
$500M+operational value unlocked
120M galof oil saved from losses & downtime
37%fewer unplanned shutdowns
4.2 bcfof gas flaring avoided
3.2 TWhof electricity saved
410K tCO₂e emissions avoided
Illustrative cumulative impact across Atelic deployments.
Clients and technology partners
Trusted by industry leaders
Shell
Strategic technology partners
What is Atelic AI?
The industrial knowledge system for high-stakes operations.
Atelic AI builds industrial-grade AI for oil and gas, power and manufacturing. The Atelic Knowledge System connects every IT and OT source into one governed model and grounds each answer in your own engineering knowledge, so decisions get sharper and easier to defend.
Many AI pilots fail to scale because generic large language models cannot justify their outputs to operations managers, regulators or safety engineers. Atelic was founded by enterprise data, AI and heavy-industry specialists to address this, prioritising business value and full traceability of every output to its source.
Meet the team behind Atelic- Who is it for?
- Operators, asset owners and EPCs in upstream and midstream oil & gas, power generation and grid, and discrete and process manufacturing.
- What does it connect?
- SCADA, DCS, historians, PLCs, sensors and IoT, ERP (SAP), CMMS, MES, P&IDs, drilling reports, O&M manuals and scanned records.
- How is it different?
- Deterministic, rule-bounded and physics-based reasoning with a human in the loop. Every recommendation includes a traceable reasoning path and a confidence score.
- Where does my data live?
- Inside your boundary: your private cloud or fully on-premise, with SSO, per-document access control and a full audit trail.
Core platform capabilities
Engineered for industrial operations.
One platform that connects data, people and systems, delivering intelligence that scales from a single asset to your whole estate.
Agentic AI with control
Sharper, defensible operational decisions, not black-box LLM execution. Agents reason, orchestrate and escalate inside governed rules, with humans in the loop.
Deterministic · rule-bounded · traceable
Inside the agent stackSovereign by design
Fully auditable workflows built to pass strict industrial QC: value-range (min/max) checks, safety interlocks and per-document permissions. Your data never leaves your boundary.
On-premise · private cloud · audit trail
Security & sovereignty
From scattered data to defensible decisions
Unified data for consistent, defensible decisions.
Historians, spreadsheets, CMMS and decades of engineering documents each hold part of the operational picture. Atelic connects, contextualises and unifies them into one trusted operational model.
OT & IT sources
SCADA & DCS
Historians
PLCs & sensors
ERP & CMMS
P&IDs & reports
Atelic Knowledge System
Industrial knowledge graph + governed agents
01 Connect: ingest any source
02 Contextualise: time, relationships, business
03 Unify: one trusted operational model
Outcomes
Asset reliability
Higher throughput
Lower O&M cost
Risk & compliance
Lower emissions
Industries
One platform serving three of the world's most demanding industries.
01 · OIL & GAS
A trusted view of every asset, upstream to midstream.
Drilling advisory · pipeline integrityUnify well, facility and reservoir data, identify integrity risks before they cause shutdowns, and retain the institutional knowledge of experienced engineers.
Explore Oil & Gas
02 · POWER & ENERGY
A unified model from generation to the meter.
Heat rate · grid capacity · EPC sitingDetect performance degradation before it leads to an outage, assess grid capacity, and identify build-ready sites through data-driven EPC site selection.
Explore Power & Energy
03 · MANUFACTURING
Bridging ERP and MES on the factory floor.
Unified namespace · DataOpsConnect PLCs, MES and SAP in a unified namespace to detect process drift, trace every batch and benchmark performance across all sites.
Explore Manufacturing
How we deliver
Production-grade AI, delivered at scale.
Proprietary physics-based technology, deep industry expertise and forward-deployed engineers, integrated directly into your operations.
1. Connect
Read-only connectors ingest live OT data, business systems and decades of engineering documents, OCR included.
2. Contextualise
Entity resolution links every tag, asset, work order and drawing into an industrial knowledge graph.
3. Reason
Governed agents apply physics and rules to answer, alert and recommend, each with sources and a confidence score.
4. Measure value
Every deployment is measured against operational value: uptime, throughput, cost and emissions.
See it in action
Watch the Atelic Knowledge System at work.
From scattered historians to a ranked list of ROI opportunities in minutes: see how operators query every source, get cited answers and act with confidence.
100%of answers cited to source documents and data
0rip-and-replace: read-only integration with existing systems
Atelic overview · 1 min
Leadership
Meet the full team
100+ years of enterprise and heavy-industry deployment experience.
Ben Owen
Founder & CEO
27+ years in enterprise data, AI and cloud infrastructure.
Simon Williams
Chief AI Officer · MD Energy
A decade deploying AI across asset-intensive industries.
Brian Haug
CRO · MD Americas
25+ years leading sales teams and backing emerging tech.
Koceila Barchiche
Chief Data Officer
14+ years at the intersection of AI, data and cloud.
FAQ
Frequently asked questions.
Key information on data, security, deployment and value.
See all FAQsWhat does Atelic AI do?
Atelic AI builds industrial-grade AI for oil and gas, power and manufacturing. Its Atelic Knowledge System unifies IT and OT data (SCADA, historians, ERP, CMMS, MES and engineering documents) and applies physics-based, deterministic reasoning so every recommendation is traceable to its source and fully auditable.
How is Atelic different from a generic LLM or chatbot?
Generic LLMs generate plausible text; Atelic grounds every output in your own operational data and engineering knowledge, applies physics and rule-bounded logic, cites its sources and attaches a confidence score. Agents run inside governed workflows with a human in the loop, so decisions are defensible to engineers, auditors and regulators.
Will integrating Atelic disrupt our running operations?
No. Atelic connects read-only to existing systems such as DCS, SCADA, historians and ERP. There is no rip-and-replace and no write-back to control systems unless you explicitly design it in.
Can Atelic run on-premise or in our own cloud?
Yes. Atelic deploys in your private cloud (AWS, Microsoft Azure and others) or fully on-premise, with single sign-on, per-document access control, prompt-injection guardrails and a full audit trail. Your data stays inside your boundary.
Which industries and use cases does Atelic support?
Upstream and midstream oil and gas (drilling and production advisory, pipeline integrity, institutional knowledge capture), power and energy (plant performance, outage early warning, grid capacity, emissions reporting, EPC site selection) and manufacturing (plant-wide visibility, batch traceability, drift detection, multi-site benchmarking).
Operational value assessment
Request an operational value assessment.
Book a 30-minute session with our industrial AI team. We will map one high-value workflow, from your SCADA, historians and documents through to a defensible decision, and quantify the value at stake.
- A use case scoped to your assets, not a generic demo
- Read-only integration plan with zero disruption to operations
- Deployment options: your cloud or fully on-premise
- A value estimate your operations team can defend
hello@atelic.ai
Abu Dhabi · GCC · Europe · Americas