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SEU · Pharmaceutical Energy Intelligence

The auditor lives
in this page.

A neural network trained on thousands of engine-solved pharma plants — and the first-principles physics it was distilled from — runs entirely in your browser. Describe your plant in plain words; it drafts the twin, interviews you like an auditor, and hands you the analytical core of a £50,000 audit. Nothing you type leaves your device.

Engineered around
ISO 14644EU GMP Annex 121 CFR Part 11CIBSE TM46ASHRAE 90.1IAPWS-IF97EED 2023/1791EN 16247-1
§ The network

Your words in.
Your plant out.
Nothing in between.

  1. 01 · Describe the site in plain words.
  2. 02 · The network drafts the whole plant — schematic, loads, costs.
  3. 03 · It interviews you; every answer moves the model live.
  4. 04 · Aligned? Your regulation-mapped sample audit is ready to download.
  5. 05 · Want it verified on site? A fixed-fee pilot finishes the job.

trained on 3,780 engine-solved pharma plants · validation R² 0.83 · zero API calls · every figure computed on your device · meet the engines →

EED 2023/1791

First mandatory EU energy audits are due 11 October 2026 — every enterprise above 10 TJ/yr (≈2.8 GWh) is in scope, and above 85 TJ an ISO 50001 system follows in 2027.

See how SEU maps to it →
§ 01 · The work

Six things your spreadsheet cannot model — and an auditor will ask for.

Everything a consultant would deliver in a six-week audit, distilled into a living model you can run again every time the plant changes.

§ 01

Pharma-native equipment

WFI loops, pure steam, autoclaves, lyophilisers, ISO 7/8 AHUs — modelled on IAPWS-IF97 and ASHRAE psychrometrics, not placeholder curves.

§ 02

Living P&ID

Pre-built schematic snaps to your facility. Every stream carries enthalpy, temperature, flow, tag — the drawing is the data.

§ 03

NPV-ranked opportunities

Not payback. Measures ranked on NPV with TOU-aware hourly carbon; the portfolio cashflow stress-tested with a 5,000-trial Monte-Carlo P10–P90 band. Chiller curves per AHRI 550/590.

§ 04

Hourly PlantPulse

8,760 hours of load-duration, anomaly detection, pattern decomposition, and a next-year forecast with MAPE and prediction intervals.

§ 05

ISO 50001 energy review

Energy baseline, EnPIs and a Significant Energy User register with Pareto analysis — every assumption sourced, so the number the board sees is the number the engineer can defend.

§ 06

Board-ready PDF

One click: cover, exec brief, M&E balance, pinch, cashflow, TCFD, ranked ECMs. Same deliverable as a six-week consultancy — in an afternoon.

§ 02 · The difference

The six-week audit, distilled — and kept alive.

A consultancy delivers the audit once, on paper. SEU delivers the same analytical core on demand — and you can defend every line of it.

The traditional audit
With SEU
Time
Five to six weeks of a consultant rebuilding the same spreadsheet
An afternoon to a first model — minutes to re-run
Cost
A £50,000 engagement, repeated for each site and each year
Software you reuse across the whole estate
Freshness
Out of date the moment a chiller is swapped
Re-run the day the plant changes
Defensibility
A PDF of assumptions you take on faith
Every number traceable to a standard, calibrated to your meters
Depth
A single annual snapshot
8,760 hours, Significant Energy Users, measures ranked on NPV
§ 03 · The flow

Four screens from sign-in to signed-off audit.

Each stage hands off to the next. No modal soup, no hidden drawers. Your plant is always one click away on every screen.

01
Setup
Facility, climate, country.
02
Schematic
Drag to refine the P&ID.
03
Analysis
Hourly load, ECMs, forecast.
04
Report
Cover → TCFD → PDF-ready.