Process & Workflow Documentation
I build AI agents that systematically capture how your organisation actually works -- turning the knowledge locked in people's heads into structured, maintainable documentation that survives staff changes and scaling.
Turning tribal knowledge into reliable SOPs
Most critical processes live in the heads of a few key people. That's a risk I help eliminate.
Standard operating procedures shouldn't be aspirational documents that nobody reads. I build agents that extract real-world workflows from your team through structured interviews, observation of existing systems, and analysis of communication patterns. The result is SOPs that reflect how work actually gets done -- including the edge cases, workarounds, and decision points that informal documentation always misses.
Structured Interview Agents
I deploy conversational agents that systematically interview subject-matter experts, asking targeted follow-up questions to capture the full picture. They probe for edge cases, exception handling, and the "it depends" scenarios that make or break process documentation. The output is structured data ready for SOP formatting.
Template-Driven SOP Generation
Once raw knowledge is captured, the agent formats it into your preferred SOP template -- whether that's a simple step-by-step checklist, a decision-tree format, or a detailed procedure with roles, inputs, outputs, and verification steps. Consistency across all your documentation is built in from the start.
Version Control & Change Tracking
Processes evolve, and documentation needs to keep pace. I build agents that track changes to procedures, flag when SOPs may be outdated based on system changes or team feedback, and manage version history so you always know what changed, when, and why.
Compliance-Ready Formatting
For regulated industries, I configure agents to output SOPs that meet specific compliance frameworks -- ISO, SOC 2, GDPR, or your internal governance standards. Document numbering, approval workflows, and audit trails are handled automatically.
Mapping workflows that span teams and systems
Complex workflows cross departmental boundaries. Understanding the full picture is the first step to documenting it.
I build agents that trace work from initiation to completion, regardless of how many teams, tools, or handoffs are involved. They analyse communication flows, system logs, and team interactions to produce workflow maps that show the real path work takes -- not the idealised version from two years ago. These maps become the foundation for everything from process improvement to onboarding.
Cross-System Workflow Tracing
Agents that connect to your project management tools, ticketing systems, communication platforms, and business applications to trace how work moves between them. They identify the actual sequence of events, not the intended one, revealing bottlenecks and unnecessary steps along the way.
Dependency & Handoff Mapping
Clear identification of every point where one person or team depends on another. The agent documents what information needs to pass at each handoff, what format it should be in, and what typically goes wrong. This is where most process breakdowns happen, and where documentation adds the most value.
Visual Process Documentation
Automated generation of flowcharts, swimlane diagrams, and process maps from structured workflow data. I configure agents to output in standard formats like BPMN or simple visual diagrams that non-technical stakeholders can actually understand and use.
Bottleneck & Risk Identification
As agents map workflows, they flag single points of failure, capacity constraints, and steps that consistently cause delays. This analysis goes beyond documentation into actionable intelligence -- you get a clear picture of where your processes are fragile and where to focus improvement efforts.
From raw documentation to onboarding-ready materials
New hires shouldn't need to piece together tribal knowledge from Slack threads and outdated wikis.
I build agents that take your existing process documentation -- however fragmented or inconsistent -- and transform it into structured onboarding materials organised by role. The agent identifies prerequisite knowledge, sequences learning logically, and highlights the critical-path information that new team members need first. The result is onboarding that doesn't depend on senior staff being available for weeks of hand-holding.
Role-Based Learning Paths
Agents that analyse your process documentation and organisational structure to build customised onboarding sequences for each role. A new developer gets a different path than a new project manager -- each sees the processes, tools, and contacts most relevant to their responsibilities, in the right order.
Knowledge Prerequisite Mapping
Automatic identification of what someone needs to know before they can understand a given process. The agent builds dependency graphs between knowledge areas, ensuring onboarding materials don't assume context that hasn't been provided yet -- a common failure in organic documentation.
Process Gap Auditing
Agents that compare your documented processes against actual practice by analysing system logs, communication patterns, and team feedback. They produce prioritised gap reports showing which undocumented processes carry the highest business risk and should be captured first.
Living Documentation Maintenance
Documentation that's written once and never updated is worse than no documentation -- it creates false confidence. I build agents that monitor for process changes, prompt subject-matter experts for updates, and flag documentation that's drifted from reality so it never becomes dangerously stale.
Ready to capture your team's knowledge before it walks out the door?
Tell me about your documentation challenges and I'll scope an approach that fits your organisation.