Decision intelligence for the energy transition

The data exists.
The intelligence doesn't.

Energy and infrastructure programmes run on fragmented systems and knowledge held in people's heads. Luciense is the intelligence layer that turns that into decisions — working above the systems you already run, without replacing any of them.

The Problem

The sector has abundant data and no way to use it.

Large energy and infrastructure programmes overrun — systematically, by large margins, for well-documented reasons. The systems don't talk, the data isn't consistent, and the know-how lives in individuals, not institutions.

~35%
Average cost overrun on the 100 largest power & utility megaprojects — around US$2bn each, roughly two years late.
EY — Spotlight on P&U megaprojects
98%
Of megaprojects suffer cost overruns greater than 30%; 77% run at least 40% late.
McKinsey — construction productivity
A$43.6bn
Australia's offshore decommissioning liability to 2070 — running alongside a NEM build pipeline that grew 33% in a single year.
Xodus / AEMO, 2025–26

The problem is structural, not technological. What is new is that the means to read, organise and reason over fragmented, free-text project data has only become viable in the last two years. The problem is old; the means to solve it is new.

What We Do

An intelligence layer that connects — it does not displace.

Luciense reads from the systems you already run — risk registers, schedules, cost and change tools, reports and lessons learned — and reveals insights, early warnings and knowledge you can apply. Share. Evolve. Apply. Repeat.

1Connect

Connect

Works with your existing data sources, policies and workflows. No changes to operational systems, no migration — grounded in the experience of the people who run the programme.

2Organise

Organise

Inconsistent, free-text information from different systems is brought into one consistent, comparable view — so like is measured against like.

3Reason

Reason

Surfaces precedent, patterns and risk — in the order your most senior people would ask the questions.

4Surface

Surface

The right insight at the right moment — in planning, review and execution — without being asked.

5Capture

Capture

Every decision, correction and observation is retained. The institution learns, not just the individual.

The intelligence has to live in the system, not the individual. We surface patterns, not records — so what one team learns, every team keeps.
— The governing principle behind everything we build: apply hard-won judgement, proven against the evidence in the data.
Use Cases

Built for the people who carry the programme.

Each engagement starts with one contained, well-defined problem — and proves its value on real data before anything scales.

Asset Owners

See whether capital is being managed well — or badly.

Owners deploying tens of billions across a decommission-and-rebuild wave need visibility their current systems cannot give them. Luciense surfaces cost trajectory, schedule integrity and recurring risk across the portfolio — and lets you hold delivery partners to a consistent standard.

Decommissioning & Remediation

Keep the knowledge when the people leave.

Demolition, decommissioning and remediation is a pure cost centre with no benchmark, no precedent, and knowledge concentrated in individuals near retirement. Luciense captures that institutional knowledge and makes it queryable — so a first-of-a-kind programme isn't run from memory.

Government & Regulated Infrastructure

Turn fragmented project data into a defensible record.

Public infrastructure owners face the same fragmentation under far greater scrutiny. Well-evidenced submissions reduce the risk of extended regulatory delay, and a unified data foundation supports productivity across a portfolio of programmes.

EPCs & Delivery Partners

Prove your efficiency — without exposing it.

Contractors who can demonstrate genuine delivery efficiency win more work. Luciense lets delivery partners understand their own productivity against a normalised standard, and bring evidence — not assertion — to the bid.

Thinking

What we believe.

The problems worth solving. For the people doing the work.

Benchmarking · Energy

Retrospective and closed.

Industry associations, governments and consultancies publish no shortage of cost indexes — typically, for energy, the cost of production. Periodic surveys and backward-looking analysis have value as fixed points in time, but limited contextual reference for the decision in front of you.

Knowledge · Decommissioning

The most expensive knowledge in the building is in one person's head.

Projects have always captured data, documented workflows and formed policy — yet rarely captured intelligence. The knowledge leaves as the people do, every time. That is the difference with Luciense: applied intelligence, woven into the decision.

Trust · AI

Patterns, not records.

Why an intelligence layer that surfaces patterns is a fundamentally different — and more trustworthy — proposition for an enterprise than a general-purpose model answering from raw records. The distinction that matters most to a careful buyer.

About

We understand your world from the inside.

Luciense is a small, senior team — sector depth, project-controls credibility, and the engineering to deliver, brought together through established practices.

Vision & Growth
Robert Bryant
CEO · Luciense
Two decades in digital transformation and enterprise go-to-market across energy, resources and civil infrastructure. Turns the complexity of major construction and energy programmes into a scalable, bankable data product — and brings the sector relationships that open the door.
Domain & Delivery
Cameron Mills
CCO · through PMPC Group
Founder of PMPC Group, a project-controls consultancy built over decades of practice across portfolio, programme and project delivery. Brings the estimating, scheduling, cost and risk discipline that major programmes are judged on — the ground truth Luciense is built on.
Strategy & Technology
Keeva Speyer
CTO · through 10x Labs
Managing Partner at 10x Labs. Ten years in investment banking at Rothschild and seven years leading Group Strategy and M&A at Origin Energy, evaluating investment across the energy value chain. MIT-certified in AI strategy and leadership. He connects sector knowledge and capital with the engineering bench that builds the product.
Built with the depth and capability of PMPC Group and 10x Labs.

Put your own people's knowledge to work — and feel it in performance.

If your programme suffers from knowledge walking out the door, fragmented data under scrutiny, or capital you cannot see — start a conversation. Unlock the value in your data with Luciense.

We begin with one contained problem and prove the value on your own data.
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