AI agents run the workflow. People make the decisions.
This page is our contract with you: what the agents do, what they do not do, who checks their work, what happens to your data, and how we test.
What the agents do
The workflow, at every stage
Six stages carry a project from the first look at a site to live generation. At every one, the agents prepare an output. At none of them do they take a decision.
Prequalify
An address or a business name resolves to a site and is checked against viability criteria, with a clear verdict and the reasons for it.
Assess
The property assessed from aerial imagery, with the detail a design depends on.
Design
A complete, hardware-agnostic system design produced for the site, with the energy and financial modelling behind it.
Grid connection
G98 and G99 applications prepared across all fourteen GB licence areas, with the supporting documentation, ready for a person to review and submit.
Deliver
A delivery-ready project package, the same record for every stakeholder.
Monitor
Deployed sites monitored, with commissioning records and reporting kept current.
The agents, working
Watch the workflow run, and a person sign it off.
Agents at work
5 agents · 3 tool calls · 1 decision · 1 review
Agents
- Lead triageAuto
- Yield modellerAuto
- ProposalAuto
- DNO routerExt
- ComplianceGate
Tool calls
3 of 16 cap
- Handoff · Lead triage20s ago
New commercial enquiry received, triage starting
- Tool call · Lead triage138 ms · 18s ago
Company registry lookup
- Result · Lead triage16s ago
Matched an active company, commercial sector
- Decision · Lead triagethreshold 60 · residential 18 · 14s ago
Screening score 82, qualified
- Handoff · Yield modeller12s ago
Handed to the yield modeller for a remote assessment
- Tool call · Yield modeller206 ms · 10s ago
Read roof geometry, model yield through the loss chain
- Confidence · Yield modeller8s ago
Year 1 generation, modelled
P10 135 MWhP50 146 MWhP90 157 MWh - Tool call · Proposal6s ago
Size and price the system, render the proposal pack
- Result · Proposal4s ago
160 kWp designed, proposal prepared
- Guardrail · Proposal2s ago
Send blocked by policy, routed to the verified contact instead
- Human review · Compliancenow
Commercial terms need a countersignature before the deal commits
Illustrative demonstration with fictional data.
What they do not do
Honest limits
A system you can trust is one that knows where it stops. These are the lines ours does not cross.
They do not submit anything on their own
Grid applications, certification paperwork and anything a customer signs are prepared for human review, not sent by the system. Every output that feeds a regulated or contractual step waits for a person.
They do not take commercial decisions
No contract terms, no approval of a proposal a customer will rely on. The agents prepare the work; the decision to issue it belongs to a person.
They do not replace the qualified people the process requires
Structural sign-off, witness testing and certification remain human responsibilities, carried out by the qualified people the process has always required.
They do not claim certainty they do not have
Where inputs are thin, the output says so, and the work routes to a person instead of passing downstream as if it were sound.
Human oversight
Who checks what, and when
Oversight is built into the workflow, not added at the end. Reviewers, engineers and the delivery team each have a defined point where the work waits for them.
Before anything regulated leaves the building
A person reviews every grid application and every certification document before submission.
Before a customer sees a number
Designs and proposals are reviewed before they are issued.
When the system is unsure
Low-confidence outputs are flagged and routed to a person rather than passed downstream.
Continuously
Reviewer corrections feed the checks every future release must pass. How we test, below, describes the practice.
Your data
Plain promises
No small print doing the heavy lifting. What you give us is treated the way you would expect, and here is what that means.
Your data remains yours
The site, consumption and commercial data you give us is used to do the work you asked for.
Confidentiality
Your commercial information is not shared with other customers, or with third parties beyond what delivering the work requires.
Protection
Encryption in transit and at rest, access limited to the people who need it, and no more data collected than the work needs.
When you leave
Retention and deletion follow the agreement you signed, and your data does not quietly stay behind.
For the full security posture, see Trust and security.
How we test
Evaluation as practice
Testing here is not a scoreboard. It is a discipline with a cadence and a consequence: nothing ships that has not earned it.
Every change is evaluated before it ships
Changes are checked against known sites and expected outputs before they reach the work.
Outputs are sampled and reviewed
By people who know what a good one looks like, as a matter of routine rather than exception.
Failures become test cases
When a reviewer corrects an output, the correction joins the checks every future release must pass.
The bar moves in one direction
A check, once added, stays. The standard a release must clear only ever rises.
Ask us the hard questions
Bring a site and your scepticism. We will walk the workflow on it, show you where the agents stop and the people step in, and you leave with a view on it.