Log Book

A twelve-department audit produced three role-based workshop days that certified eighteen people across ten departments, with the CHART quality method and the data rule embedded across the team and every certificate carrying a public verification page.

A regional industry member association was running a static HTML website carrying close to fifteen years of content. Southern Sky AI rebuilt it as a platform of 2,076 indexable pages, 1,645 migrated articles, and a 147-listing member and partner directory, with structured schema.org data on every page and an llms.txt file. The site now carries over a million requests a month, is cited as a source in ChatGPT, and is read daily by every major AI engine. At its peak, ChatGPT's crawler read more than 9,400 pages in a single day. In the steady state, ChatGPT and Anthropic's Claude between them consult the site live close to 1,500 times in a recent four-day window, one in ten of ChatGPT's fetches is a member's individual directory listing, and AI systems read more than 100 of the 147 member listings in that same window.

Eighteen to twenty hours of structured interviews across 13 stakeholders surfaced what the systems could not show: close to half a working week absorbed by manual data entry in one role, and the same pattern of invisible reconciliation burden repeating across all nine departments.

A one-day, one-on-one foundation session with a senior executive in the marine insurance sector: a governed AI platform with a commercial data agreement behind it, a working environment built from the executive's own context, and a monthly reporting workflow of sixteen insurer reports run end to end and captured as a reusable skill.

A three-stage AEO programme across two entity sites and four credibility categories identified and resolved an infrastructure-level override silently blocking AI crawlers despite correct site-level configuration, producing a digital presence fully readable and recommendable by AI systems at every layer.

A structured assessment across 5 stakeholders and 8 operational systems produced 6 prioritised opportunities, a phased 24-month roadmap, and a 90-day action plan with defined success measures, including an Essential Eight cybersecurity baseline aligned to government and defence tender requirements.

A full-day session put a small, owner-led organisation's whole team onto a governed AI platform: every participant left with a configured workspace and a personal context file, three connectors were live by the end of the day, the first working skill was built from a live task, and an AI Use Policy drafted against the Australian Government's Guidance for AI Adoption was refined with the chief executive and delivered board-ready.

A client portal backed by a 7-table relational database with row-level security on every table, an AI assistant deliberately constrained to answer only from documented client engagement data, and automatic multi-region contact segmentation. Built, connected, and running in production.

Seven opportunity areas mapped across a global charter operation with over 5,000 CRM contacts, sequenced into a three-phase adoption plan, with return client re-engagement carrying a 10 to 20 percent dormant lead reactivation potential inside the existing contact base.

Built and tested across a five-month prototype period, the system achieved 85% extraction precision on unstructured OEM documents with no standard format, and consistently surfaced critical information that had not previously surfaced through manual review of the same source material.

Seven recurring operational themes identified consistently across every organisation in a multi-organisation maritime portfolio, addressed through a phased roadmap covering 10 strategic goals across two solution streams: workflow automation and AI-powered support.

AI agents rebuilt a ten-year e-commerce operation for the 2026 season: 180+ products, 100+ articles, 150+ scheduled social posts, and a catalogue structured for AI-assistant search.