power orchestration · data centers

Your compute
should never fail
because of power_

PowerFlow detects power instability before it trips your racks — and tells your infrastructure exactly what to do about it.

request early access view live demo
~90s
avg. warning lead time
5
policy rules out of the box
0
new hardware required
100%
software-only deployment
how it works

Four components.
End-to-end in minutes.

PowerFlow sits on top of your existing PDU and scheduler infrastructure — no hardware changes, no agents.

01 — INGEST
Power observability
Reads rack-level draw and capacity from your PDU APIs or Prometheus every 5 seconds. Builds a real-time power map across all your racks. Zero config to start — works with mocked data during evaluation.
02 — DETECT
Spike & anomaly detection
Rolling-window analysis flags racks above safe utilisation thresholds and catches fast draw increases before they become problems. No ML — deterministic, explainable, and tunable to your tolerance.
03 — DECIDE
Policy engine
IF/THEN rules evaluate every event: throttle non-critical jobs, stagger GPU loads, protect critical racks. You define the rules. PowerFlow enforces them consistently — whether it's 3pm or 3am.
04 — ACT
Advisory queue
Every triggered policy becomes a recommendation — with full context — waiting for your approval. One click to apply, one click to dismiss. Every decision is logged with actor, timestamp, and reason.
capabilities

What's in the box.

RACK-A1 · GPU Cluster
82.3%
RACK-B1 · ML Training
50.4%
RACK-C1 · Batch Jobs
52.8%
RACK-D1 · Critical DB
84.8%
Real-time power map
Per-rack utilisation updated every 5 seconds. See where your headroom is and where it isn't — before something trips.
Spike detection
Rolling-window thresholds surface anomalies before circuit breakers do. Warning lead time averages 90 seconds ahead of a trip.
Policy engine
Human-readable IF/THEN rules that evaluate every anomaly event. Fully auditable — no black box, no surprises.
Advisory queue
One-click approve or dismiss. You stay in control — PowerFlow recommends, humans decide. Autonomy unlocked when you're ready.
Immutable audit log
Every recommendation — approved or dismissed — written with actor, timestamp, and trigger context. Required for post-incident review.
No new hardware
Connects to your existing PDU APIs, Prometheus metrics, and Kubernetes clusters. Deploy as a single Docker container in under 10 minutes.
roadmap

Advisory today.
Autonomous tomorrow.

Trust is earned one approved recommendation at a time. The autonomy model reflects that.

PHASE 01
Advisory
PowerFlow recommends, you decide. Every action requires explicit operator approval. Builds confidence with zero risk to your workloads.
PHASE 02
Assisted
One-click apply. Policies fire and you confirm within a short window. Faster than advisory, still safely human-in-the-loop.
PHASE 03
Autonomous
Full automation within policy bounds. You're notified, not asked. Unlocked by trust — not by a sales upgrade.
contact

Let's talk about your power constraints.

We're looking for early design partners — data centers and infrastructure teams who want to pilot PowerFlow and shape the product. If power instability costs you sleep, let's talk. Drop us a line info@homersemantics.com

stage
Early access / design partner program
cost
Free for design partners during MVP phase
setup
Single Docker container, under 10 minutes
response
Within 24 hours
no spam · no sales calls without consent · we respond within 24h
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