Built for a discipline
Each AI Expert is purpose-built around a defined professional subject, its questions and its work products.
AI Experts · specialist work, with evidence in view
Purpose-built for defined disciplines, AI Experts work from curated authoritative sources and bounded workflows. They retain matter context and show where claims came from, preparing reviews, reports, technical specifications and decision briefs for qualified-human review where required.
Why AI Experts
Define the matter, work from an agreed source set and inspect the evidence behind each draft. These are intended pilot controls; each discipline and source set is validated before use.
Each AI Expert is purpose-built around a defined professional subject, its questions and its work products.
An agreed pilot uses authoritative material selected for its subject and jurisdiction, with the permitted source set checked before use.
The decision, jurisdiction, permitted files and requested output set the workflow and its limits.
Briefs, approved files, versions and review decisions can stay together as the work develops.
Drafts can trace claims to sources and identify assumptions, missing evidence and points for verification.
Where required, a suitably qualified person checks material conclusions and the exact document version before use.
AI output is preparatory. A suitably qualified person remains responsible for consequential legal, financial, engineering and professional decisions.
Specialist AI agents
Use a defined discipline to prepare specialist reviews, papers and reports, research syntheses, technical designs and specifications, decision briefs and other defensible work products. Pilot access depends on a validated source set, suitable scope and availability; a listing does not promise an autonomous expert or an available qualified reviewer.
Review reporting needs, important issues and supporting business evidence.
Organise research, connect claims to sources and identify warning signs.
Review suppliers, routes, resilience and delivered costs.
Review staffing coverage, fatigue, award rules and operating costs.
Prepare requirements, standards and design information for qualified review.
Organise resource, tailings, planning and closure information for review.
Prepare process diagrams, commissioning information and safety material.
Prepare power, protection, control and instrumentation information.
Review trade structures, offtake terms, counterparties and possible outcomes.
Build and review project, cash-flow and valuation models.
Ways to work with AI Experts
Commission a source-linked preparation brief, structure a document, seek specialist review or stress-test a critical question. Every path starts with a scope discussion.
Core product · staged pilot
Ask a discipline-focused agent to help organise evidence, test assumptions and prepare a source-linked starting point within an agreed pilot scope.
A source-supported preparation brief for qualified review.
Defined request classes use a pilot credit allowance agreed before access. Credit amounts and any public rate remain unset while quality and costs are measured.
Reusable starting point · scoped pilot
Turn approved evidence and a rights-cleared template into a structured paper, report, specification or memorandum with visible review status.
A controlled draft or reviewed document, subject to agreed rights and review.
Approved client files may be reused across eligible matters. Template rights, scope and review requirements are confirmed before release.
Human-reviewed · scoped pilot
One human-reviewed service covers an evidence and gap review or a Reviewed Document.
Reviewed preparation material with visible gaps and assumptions.
Reviewed documents need an approved format and rights. Scope, reviewer availability, revisions and price are quoted; professional certification is not included.
Exploratory · staged pilot
Stress-test a critical matter through multiple opposing perspectives. Surface assumptions and blind spots, then examine stakeholder interests and risk perspectives before settling the record.
A reconciled decision record: what the perspectives agree on, what remains contested and what further evidence would change the decision.
One question of up to 250 words, no uploaded files, one run and a reconciled synthesis of up to 750 words. The credit weight is agreed by request class; there is no fixed public per-item price. Revisions and qualified-human review are excluded from the standard item.
Special scenarios, source packs and reviewed outcomes need a scoped quote. A qualified person must check material conclusions before use.
Document Studio · scoped pilot
Choose a document category, agree the evidence and review gates, then develop a versioned draft with an explicit final format.
Decisions, options, evidence and requested approvals.
Requirements, design basis, interfaces and verification points.
Method, sources, findings, limitations and implications.
Controls, roles, process steps and review triggers.
Structures, dependencies, assumptions and open terms.
Scope, tests, observations, gaps and recommendations.
Illustrative examples · no client data
These examples show possible structure and evidence cues. They are not completed client work, live templates or professional approvals.
Board / executive paper
Approve a bounded dual-source assessment before any sourcing commitment. Confirm lead-time evidence and accountable owner.
Evidence cues: supplier concentration table [S1]; route exposure map [S2].
Technical design / specification
Interface limits and acceptance tests remain provisional until the nominated engineer verifies the design basis.
Evidence cues: approved design basis [D1]; equipment schedule [D2].
Research / analysis report
The current evidence supports a scoped pilot; demand and regulatory assumptions need independent confirmation.
Evidence cues: public dataset [R1]; approved interview notes [R2].
Document type, template rights, permitted sources, output format and qualified reviewer availability are agreed before any client deliverable is prepared.
Agent Desk · illustrative portal preview
Agent Desk is the private matter workspace designed to support AI Experts. These illustrative frames show the validated pilot workflow; they are not a public login or a claim of live access. Access is arranged after scope is agreed.
Specialist Review · in preparation
Decision brief, jurisdiction and permitted sources stay with the matter.
Source: approved file · assumption flagged for reviewer
Source and citation check
RecordedQualified human review
RequiredExact-version client approval
PendingDiscuss a scope
Tell us the discipline and question. We can discuss a possible pilot, usage allowance or reviewed deliverable and explain current limits. No professional advice or deliverable is provided until the appropriate people and terms are agreed.
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