AI Platform Engineering for Energy & Utilities
Production AI for regulated environments — deployed for the regulatory and operational reality of energy.
The Challenge
Why Energy needs AI Platform Engineering done differently.
1,162 cyberattacks on utilities in 2024 — 70% increase year over year. Grid vulnerability points growing by 60 per day. $174B in capital expenditure with 'patchy returns' on digital transformation. Utilities are spending massively and getting mediocre results from legacy vendors and Big 4 consultants. The AI Platform Engineering challenge in Energy & Utilities is compounded by regulatory requirements that most engineering teams treat as an afterthought. We deploy engineering teams that build custom AI and ML systems — compliant from architecture through deployment. Doing this right in energy means building compliance into the architecture before writing a single line of business logic.
Compliance Frameworks
nerc cip
nist
nis2
ferc
Methodology
How We Deliver
Our AI teams come domain-qualified. They understand your regulatory landscape before they write their first line of code. Compliance is enforced automatically through ALICE at every commit. In energy, this means NERC CIP and NIST compliance is enforced at every commit.
Capabilities Deployed
—Custom AI/ML system development
—Compliance-native architecture
—Multi-model orchestration
—Real-time inference infrastructure
—Model monitoring and governance
—Regulatory audit trail automation
✓Domain-qualified energy engineers assigned before kickoff
✓NERC CIP compliance mapped to architecture on day one
✓Production-ready output — not prototypes or POCs
✓Automated compliance monitoring through ALICE at every commit
✓Full IP ownership transferred at engagement close
Embedded Capabilities
Related Platforms
These aren't products we sell. They're capabilities embedded in every engagement of this type.
Claire
AI-Powered Digital Labor
When our teams deploy Claire, clients get AI agents that handle operational tasks while maintaining full compliance. It's why our engineers can focus on high-value architecture while routine operations run autonomously.
SentienGuard
Self-Healing Infrastructure
SentienGuard is what separates our managed infrastructure from every other MSP. It monitors, diagnoses, and remediates autonomously — within compliance boundaries. The 3am alert gets handled before anyone wakes up. The compliance posture stays current without a team watching dashboards. We deploy SentienGuard across every environment we host and manage, which means you get enterprise-grade infrastructure operations at a fraction of the headcount cost.
ALICE
QA & Compliance Engine
This is the single most important reason our teams deliver compliance-native systems. ALICE makes it mechanically impossible to ship non-compliant code. It's not a QA phase — it's infrastructure-level enforcement at every commit.
Scope
Typical Engagement Scope
Output
Production-ready system with compliance documentation and full IP transfer
Every engagement includes: compliance documentation · audit trail automation · self-healing infrastructure · full IP transfer
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Need AI Platform Engineering in Energy?
Our engineers understand energy before they write their first line of code. Production AI for regulated environments.
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