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Tier-0 Cognitive Energy OS Framework
An advisory intelligence architecture combining RAG, fine-tuned reasoning, formal planning, constraint solvers, and external verifiers. The framework operates as a governance layer above existing DCIM, BMS, and IT systems, producing recommendations without taking control of infrastructure.
Primary Optimization Objectives
The framework optimizes across five critical dimensions, balancing competing priorities through multi-objective optimization.
Cost
Energy spend, demand charges, peak shaving
Carbon
CO2e per job/request, carbon-aware shifting
Reliability
Electrical/thermal envelopes, N+1 constraints
Performance
SLA/SLO for inference, time-to-completion
Compliance
Audit-ready metering, allocation, reporting
Reference Architecture Pipeline
An eight-stage pipeline from data ingestion to auditable execution.
- Electrical: UPS/PDU/RPP meters, branch circuits, generator fuel
- Cooling: Chillers, CRAH/CRAC, pumps, economizers, valve positions
- IT: Node power (Redfish/IPMI), GPU telemetry (NVML/DCGM), CPU/mem, job metadata
- Environment: Rack inlet temps, humidity, hotspots
- Market: Tariff, demand charges, TOU pricing, carbon intensity, DR events
- Topology: One-line diagrams, feeder capacities, redundancy state
- FACILITY_TOPOLOGY: Feeders, PDUs, rack mapping, redundancy state
- LIMITS_POLICY: Thresholds, safety margins, max caps
- SCHEDULER_POLICY: Priorities, preemption rules, deadlines
- TARIFF_MODEL: TOU rates, demand charge rules, DR triggers
- CARBON_INTENSITY: Grid mix by region/time
- INCIDENT_KB: Known failure modes, prior root causes, mitigations
- HARDWARE_KB: Power curves, thermal limits, recommended caps
External Verifier Suite
Seven non-negotiable gates that every output must pass before execution. If any verifier fails, the system regenerates or escalates to human review.
Schema/Contract Validator
All outputs match JSON schema; no missing required fields
Electrical Envelope Checker
Proposed plan cannot exceed feeder/PDU/rack limits (with safety margins)
Thermal Guardrail Checker
Plan respects predicted rack inlet temperature bounds + hotspot risk threshold
SLA/SLO Validator
Inference capacity and latency budget preserved
Change Risk / Blast Radius
Any facility setpoint change requires explicit risk classification and rollback plan
Numerical Sanity
kW/kWh/unit checks, monotonicity, bounds, unit conversions
Audit Logger
Persist inputs used, assumptions, plan, verifier outcomes, final actions
Policy Enforcement
If any verifier fails, the system will either regenerate the output with corrected parameters or escalate to human review. No unverified outputs are permitted to reach execution.
Control Surface
The framework operates across IT, facility, and contract domains with appropriate levels of automation and human oversight.
- Schedule/queue/migrate batch jobs
- Set GPU power caps/clocks
- Consolidate/hibernate nodes
- Autoscaling guidance
- Recommendations by default
- Human-in-the-loop approval
- Optional BMS/EMS setpoint writes
- Safety-first approach
- Enforce hard safety limits
- Feeder, UPS, PDU constraints
- Rack inlet temp limits
- Redundancy mode enforcement
Key Differentiators
What sets the Helios Cognitive Energy OS apart from traditional DCIM and facility management solutions.
Advisory-First Model
Non-intrusive, operator-governed advisory layer. No direct plant control, zero operational risk.
Job-Level Attribution
Energy and carbon attribution down to individual jobs, clusters, tenants, and business units.
Zero-Violation Safety
ARCS/ARCF overlays, IQAS v5.x audit gates, and SINE v2.0 protocols ensure compliance.
WEP Evidence Bundling
Cryptographically signed evidence bundles with hash-linked provenance for audit readiness.
Verifiable ROI
8-20% addressable cost savings with $600,000+ annualized savings potential.
Audit-Grade Rigor
Continuous scenario testing, immutable recordkeeping, and board-ready reporting.
Compliance Standards Supported
Full compliance mapping to major regulatory frameworks and industry standards.
GRI
Global Reporting Initiative
SASB
Sustainability Accounting
CDP
Carbon Disclosure Project
SEC Climate
SEC Climate Disclosure
EU CSRD
Corporate Sustainability
ISO 14001
Environmental Management
ISO 50001
Energy Management
TCFD
Climate Financial Disclosures
Target Buyer Profiles
Purpose-built for organizations with significant data center energy footprints.