Documentation
I build AI agents that bring order, consistency, and completeness to your documentation — turning scattered knowledge into structured, maintainable resources.
Process & Workflow Documentation
Capturing how your team actually works — before that knowledge walks out the door.
Most organisations have critical processes that exist only in people's heads. When someone leaves, changes roles, or is simply unavailable, that knowledge gap creates real problems. I build agents that systematically capture, structure, and maintain process documentation — turning tribal knowledge into clear, reliable reference material.
SOP Generation
Agents that conduct structured interviews with your team, observe workflows, and generate standard operating procedures in consistent formats. They ask the right follow-up questions — handling edge cases, decision points, and exceptions that informal documentation typically misses.
Workflow Mapping
Automated extraction and visualisation of how work flows through your organisation. The agent identifies handoff points, dependencies, bottlenecks, and parallel processes — producing clear documentation that makes complex workflows understandable.
Onboarding Documentation
Purpose-built agents that transform raw process documentation into structured onboarding materials. They organise content by role, sequence it logically, and identify prerequisite knowledge — so new hires can get up to speed without relying on busy colleagues.
Process Gap Identification
Agents that audit your existing documentation against actual practice, identifying undocumented processes, outdated instructions, and conflicting procedures. They produce prioritised lists of gaps that need attention, ranked by business impact.
Wiki Streamlining & Organisation
Taming the wiki sprawl that accumulates over years of organic growth.
Every organisation's wiki tells the same story: it started organised, then grew chaotically. Pages duplicate each other, naming conventions drift, navigation breaks down, and finding the right information takes longer than it should. I deploy agents that audit, restructure, and consolidate internal knowledge bases — bringing them back under control.
Content Audit & Deduplication
Agents that crawl your entire knowledge base, identify semantically similar pages, flag outright duplicates, and recommend which version to keep. They don't just match titles — they understand content overlap and can merge complementary pages into single, comprehensive resources.
Taxonomy Restructuring
Automated analysis of your wiki's information architecture, with recommendations for improved categorisation, naming conventions, and navigation structure. The agent considers how people actually search for information, not just how it was originally filed.
Stale Content Flagging
Continuous monitoring for outdated content — pages that reference deprecated tools, former employees, old processes, or expired policies. The agent flags items for review, suggests updates where possible, and recommends archival for content that's no longer relevant.
Cross-Reference & Linking
Agents that identify where pages should link to each other but don't. They find related content, suggest contextual links, and build connection maps that help users navigate between related topics — making your wiki function as a connected knowledge graph rather than isolated pages.
Data Migration & Consolidation
Unifying documentation that's scattered across multiple platforms and formats.
Documentation rarely lives in one place. You might have a Confluence wiki, a shared Google Drive, a legacy SharePoint site, scattered Notion pages, and critical information buried in email threads. I build agents that extract content from multiple platforms, normalise formats, preserve metadata, and consolidate everything into a unified system.
Multi-Platform Extraction
Agents that connect to your various documentation sources — wikis, file shares, cloud storage, project management tools, email archives — and systematically extract content while preserving structure and context. They handle the messy reality of mixed formats and inconsistent organisation.
Format Normalisation
Automated conversion and cleanup of content from diverse formats into a consistent structure. The agent handles formatting inconsistencies, fixes broken references, converts proprietary formats to open standards, and ensures the migrated content is clean and usable.
Metadata Preservation
Critical information like authorship, creation dates, revision history, and access permissions often gets lost in migration. I build agents that map metadata from source to destination systems, preserving the audit trail and attribution that compliance and governance require.
Consolidated Knowledge Base Creation
The end result: a single, well-organised knowledge base built from multiple sources. The agent handles deduplication during consolidation, builds the taxonomy, creates navigation structures, and validates that nothing was lost in the migration process.
Tone of Voice Consistency
Making documentation read as though one person wrote it — even when dozens contributed.
Inconsistent documentation undermines credibility and makes content harder to read. When every contributor writes in their own style, the result is a patchwork that feels unprofessional and confusing. I build agents that enforce your style guide, standardise terminology, and bring consistency to documentation written by many hands.
Style Guide Enforcement
Agents trained on your specific style guide that review new and existing content, flagging deviations and suggesting corrections. They check everything from heading capitalisation and list formatting to paragraph length and sentence structure — the details that make documentation feel polished.
Terminology Standardisation
Automated detection of inconsistent terminology — where the same concept is referred to by different names across your documentation. The agent builds a terminology map, identifies variants, and systematically updates content to use your preferred terms.
Readability Scoring & Improvement
Agents that assess content readability against your target audience, identify overly complex passages, and suggest simpler alternatives. They balance technical accuracy with accessibility — ensuring documentation is clear without being patronising.
Brand Voice Alignment
For customer-facing documentation, agents that ensure content aligns with your brand voice guidelines. They check tone, formality level, and messaging consistency — making sure your help centre, API docs, and product guides all feel like they come from the same organisation.
Ready to get your documentation under control?
Tell me about your documentation challenges and I'll scope a solution.
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