Enterprise AI Consulting
We build systems, not just strategies.
Before any AI gets built, we map how your organisation actually works. The Black Book is that map — the foundation for every automation, AI decision, and implementation that follows.
Organisations we've worked with
01
The Black Book Exercise
Most organisations try to adopt AI by buying tools first. That leads to pilots and demos, but very little real impact. AI cannot fix a process nobody fully understands. We work with leadership and operational teams to document how work actually happens — not how it is described in org charts or SOP documents.
Work Intake
Every document, request, approval, and task that enters the organisation — how it arrives, who touches it first, and what happens next.
Decision Points
Where decisions are made, who makes them, what information they rely on, and how long each decision typically waits.
Bottlenecks & Repetition
Where the same work is done twice, where approvals stall, and where handoffs between teams lose information.
Institutional Knowledge
What lives in people's heads instead of systems — expertise, precedents, and judgment that don't survive staff turnover.
02
How We Work
1 week
Pre-Engagement Analysis
We collect process documentation, existing SOPs, and system inventories before we meet. We arrive prepared, not discovering.
2 × half-day
Workshop
Structured sessions walking every workflow from start to finish — with the people who actually do the work. Every output is prioritised against Impact × Feasibility × Data Readiness.
2–3 weeks
Black Book Delivery
The complete operational map, classified work inventory, AI opportunity analysis, and transformation roadmap — in a single executable document.
03
What We Solve
Tender & Proposal Evaluation
Score and rank large volumes of submissions against weighted criteria — consistently, in hours.
Regulatory Compliance Review
Continuous monitoring of documents against evolving requirements, with audit trails.
Customer Intelligence Synthesis
Aggregate signals from CRM, support, and sales data into structured account intelligence.
Operational Reporting Automation
Convert raw operational data into board-ready summaries without analyst bottlenecks.
Contract Analysis & Extraction
Extract obligations, risks, and renewal triggers from contract portfolios at scale.
Knowledge Base Construction
Turn unstructured internal documentation into a searchable, contextual knowledge layer.
04
What You Walk Away With
05
Access to Talent
ArkOne runs one of the country's largest communities of Forward Deployment Engineers and AI Engineers. When the roadmap calls for in-house capability, we can help you hire onto your payroll or place engineers on short-term contracts through ArkOne.
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Governance & Safeguards
Data Privacy
We do not require data migration to run our process. Analysis happens on your infrastructure or in controlled environments you control.
Auditability
Every recommendation we make is traceable to an input. No black-box outputs, no unexplained scores.
Vendor Neutrality
We are Anthropic-focused by expertise, not by contract. If a different model serves your use case better, we will say so.