Analyst report drafting: 1 full week of manual work → structured first draft generated in minutes
A global advisory firm whose clients include Big Four and top-tier consulting firms had a nine-person consulting team spending weeks manually reviewing 40–50 stakeholder interview transcripts per project. Each engagement required writing pillar-based intelligence reports — a process that was thorough but painfully slow.
The bottleneck wasn't a lack of talent. It was the sheer volume of unstructured information that needed to be synthesised into structured, actionable insight.
60x built a custom AI report generation engine backed by an enterprise knowledge graph of approximately 10,000 ingested files across 70 projects, with 13 bespoke metadata tags designed around the firm's proprietary analytical framework.
The system ingests interview transcripts, research documents, and internal notes, then generates first-draft observations, implications, and recommendations — drawing from over 100 sources per query with full traceability.
Consultants now receive a substantive starting point to critique rather than a blank page.
The knowledge graph didn't stop being useful after the first report was generated. The system continuously ingests new documents as they land — every new project, every new interview transcript, every internal brainstorm.
With approximately 10,000 files already indexed and 13 custom metadata tags structuring every relationship, the graph gets richer and more contextually aware with each engagement the firm completes. The quality of AI-generated first drafts improves over time without any additional development work.
Because the knowledge graph is a shared foundation rather than a siloed tool, the firm's leadership now views it as essential infrastructure — not just for the team that originally commissioned it. Plans are already underway to extend the system across executive search, business development, and internal operations.
Every metric above comes from a system we built, deployed, and handed over. Let's discuss what we can build for you.
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