We are strongest when we can point to systems that are already in use. Across energy, media, HR and compliance, the pattern is similar: valuable knowledge is trapped in documents, workflows, databases or archives, and teams need a reliable way to turn it into action.
Who we work with
Startups
Early-stage teams building the product itself, where the AI has to work the first time because there is no legacy system to fall back on.
Established companies in legacy industries
Businesses with years of accumulated data and workflows (energy, media) where the win is making what already exists usable, not replacing it.
Boutique firms
Small, specialist teams who need senior AI capability without the overhead of hiring an internal team.
Market reports · 2004→Semantic index
Click any stage to take control →
Market reports, PDFs and data tables as received. No schema.
Energy market intelligence · New Zealand · Boutique firm
Dense, high-value energy market information converted into a structured, searchable data core in 2023, then extended, in the years since, into fully automated daily reporting and a rebuilt web platform.
Five-plus years of reporting, a large archive held in many different formats, made accessible and reusable as one structured layer, which now also runs Enerlytica’s daily market reports end-to-end: generated, published and emailed without manual formatting.
Practical AI layered into Mak, Humaneer’s HR and compliance product, alongside ongoing UX and product strategy advice. Humaneer made every product call; ours was the advisory seat.
A product that carried VC fund pitches, first customers, beta trials and early-adopter feedback, with AI working inside its existing workflows, and an engagement that has since grown Mak from a chat assistant into a system that listens to meetings and recommends next steps.
Business journalism · New Zealand · Established company
A large archive of business journalism made genuinely discoverable: search and recommendation that understands queries and article context, not just keywords.
Business growth consultancy · United Kingdom · Boutique firm
A monthly competitor intelligence brief, built and hosted by us for two years: selected archives and news sites, scraped where no usable API existed, turned into an update their team acts on.
Built
Source and archive selection · Custom scrapers · News site monitoring · Company activity monitoring · Monthly reporting pipeline · Hosting and ongoing support
Outcome
Research that used to be staff searching the internet by hand now arrives as a monthly brief, freeing senior people for the decisions rather than the gathering, and giving FOS data to bring to their own customers.