Renewable projects and pipeline, on cost and on schedule.
We advise developers, IPPs, funds and EPC contractors on the management of their project portfolios. We assess the maturity of their processes, implement the model each company needs and sustain it with bespoke digital tools, automations and artificial intelligence.
The challenge
Nine out of ten large projects do not finish on cost and on schedule.
Almost every developer we know works with standardised planning, a risk register and a monthly cost report. Even so, projects drift, because each tool runs on its own, the data reaches the person who decides too late and it is not clear who is accountable for each task.
€0.9M
that a 50 MW onshore wind farm fails to invoice for each month of delay, on an average European PPA. A solar plant of the same size, about €0.3M.
Source: Vari Energy calculation with LevelTen prices, 2026
What is at stake
64%
of European wind farms ended up costing more than budgeted.
Source: Ryu and Sovacool, Wind Energy, 2025
1,700 GW
of renewable and hybrid projects are waiting for a grid connection in 16 European countries.
Source: Beyond Fossil Fuels, Ember, E3G and IEEFA, 2025
−0.45 pt
of IRR with one more year of development.
Source: Worked example by ETH Zurich (Gumber et al.), 2024
34%
of European power companies already use AI, but almost no energy company has it built into its management at scale.
Source: Eurostat, 2025, and McKinsey, 2026
In our experience it is almost never the team that fails. What tends to fail is the management: governance, processes and the tools used to apply them.

What we do
Three capabilities so that the project is delivered as planned.
- 01Free
Maturity diagnostic
We give an independent assessment of how the company governs and controls its projects. We identify where deviations originate, confirm what already works and propose improvements. We point out where automations and artificial intelligence agents could be deployed and set it all out in a roadmap.
See the diagnostic - 02
Project management model
We design the governance and the PMO processes the portfolio needs, starting from the organisation the company already has, and we implement them alongside its team.
See the method - 03
Digitalisation and artificial intelligence
We deploy automations, artificial intelligence agents and tools tailored to the organisation. We apply them to the processes the company already has, where possible, or redesign those processes with it. We know which part of the work on a renewable project artificial intelligence can take on and which decisions must stay in people’s hands.
See how we apply it
Each part after the diagnostic is contracted separately, with fixed scope and price.
Other services
- Technical due diligenceTechnical review of a project or portfolio before acquiring it, or of a project under construction.
- Outsourced PMOWe set up the company's project management office and run it month by month.
- Interim Project ManagerA senior Project Manager leading a project, full time or part time.
Where to start
Which processes are missing and what artificial intelligence agents can already do.
We give an independent assessment of ten areas, from governance to lessons learned. The report sets out the maturity of each one, what already works, the findings ordered by their effect on cost and schedule, the processes where AI agents could work and a roadmap in phases. It takes the company a questionnaire and one session, and the report arrives within a week. It carries no cost and no commitment of any kind. Each month we accept a limited number of diagnostics.
Exhibit 1Maturity by area
ExampleProcesses existed in almost every area. They were partly followed, but rarely changed a decision in time. Nothing was automated.
49%
Average maturity
3
Priority areas
0%
Of the work, automated
| Area | Exists | Followed | In time | Automation and AIAuto. and AI | Effect on cost and scheduleEffect | Order |
|---|---|---|---|---|---|---|
| Governance and RACI | Yes | Partly | Partly | No | Medium | |
| Feasibility and gates | Yes | Mostly | Partly | No | Low | |
| Risk management | Mostly | Rarely | Rarely | No | High | 1 |
| Planning | Mostly | Partly | Rarely | No | High | 2 |
| CAPEX control | Yes | Partly | Rarely | No | High | 3 |
| Contracts and changes | Mostly | Rarely | Rarely | No | High | |
| Readiness | Mostly | Rarely | Rarely | No | Medium | |
| Document management | Mostly | Partly | Partly | No | Low | |
| Handover | Partly | Rarely | Rarely | No | Medium | |
| Lessons learned | Partly | Rarely | No | No | Medium |
The roadmap sets the first year. What comes next is planned with what that year teaches.
Illustrative example of the result of a diagnostic for a confidential company.
Method
Ten areas decide cost and schedule.
Governance is the base, and nine processes rest on it, from feasibility to lessons learned. On the roof work the agents and applications that sustain them.
- 01Governance
- 02Processes
- 03Agents and applications
The firm
Whoever knows the project builds the tool.
- Renewable projects
- Direct experience in the development, construction and operation of wind, solar and BESS.
- Artificial intelligence and automation
- Agents, automations and applications, designed and built by the same firm.
- 01Experience
- 02Judgement
- 03Technology
- 04Impact
We love talking about projects.
The first conversation carries no commitment.

