Skip to content
Olga Tsimaraki Structure knowledge. Enable people. Create impact.

I need expertise out of people’s heads

Knowledge & Documentation

Critical knowledge is scattered, implicit or concentrated in a few people. Documentation exists in places, but it does not reliably help others make decisions or do the work.

Editorial illustration of scattered expertise becoming a usable knowledge system
Practical outcomeA usable knowledge system connected to roles, workflow, ownership and real moments of need.

Important knowledge can exist and still be unusable

Expertise may be concentrated in a founder or a few senior people. Documentation may be scattered, outdated or written around steps while the decisions and exceptions remain implicit. A knowledge base may contain a lot and still fail at the moment someone needs an answer.

The goal is not more documentation by default. It is a usable knowledge system that reduces avoidable dependence, supports consistent work and preserves the reasoning people need to make good decisions.

The practical outcome

The knowledge that matters is easier to find, understand and apply. Roles and ownership are clearer. Critical expertise is less dependent on one person, and documentation is connected to the workflow rather than stored as a parallel universe.

What I actually do

  • Map the knowledge, decisions, dependencies and friction that affect performance.
  • Identify which expertise is critical, at risk, repeated or difficult to transfer.
  • Interview experts and analyze source material to capture process, reasoning, judgment and exceptions.
  • Design a usable information architecture and content model.
  • Create or improve knowledge resources, SOPs, decision guides, templates and supporting assets.
  • Connect the system to roles, workflows, tools, ownership, review and real moments of need.

An example of the work in practice

A founder-led agency may have a documented delivery process but still route difficult decisions through the founder. The useful work is not simply rewriting the SOP. It is mapping where judgment enters, extracting how experts read the situation, designing guidance for the recurring decisions and integrating that guidance into the workflow, onboarding and review system.

How METIS shapes the engagement

Knowledge and documentation projects usually emphasize Map, Extract and Integrate. Map identifies what knowledge drives performance and where it breaks down. Extract captures the process, reasoning and exceptions behind expert work. Integrate puts the resulting knowledge into the tools, roles and moments where it can support execution.

Transfer and Scale can become more important when the project includes onboarding, practice, adoption or a wider effort to reduce dependence and improve consistency.

Adoption is part of the design

A knowledge base is only useful when people know when to use it, can navigate it quickly, trust what they find and have a way to improve it. The engagement can therefore include ownership, workflow placement, templates, handover, training, feedback and review, not only the production of documents.

What counts as evidence

Evidence may be an operating manual that captures an entire service, a clearer knowledge architecture, fewer gaps between process and judgment, resources that answer recurring questions or a team that can deliver more consistently without routing every decision through one person.

What a project may include

A focused mix, shaped around the real constraint.

These are building blocks, not a fixed package. The exact combination follows the problem, evidence, people involved and practical scope.

01

Knowledge audit and map

02

Expert knowledge capture

03

Knowledge-base structure or cleanup

04

SOP and process documentation

05

Decision guides and exception handling

06

Templates and checklists

07

Governance and ownership

08

Adoption support

How expertise becomes capability

METIS Framework™

METIS shows how the engagement moves from knowing what matters toward capability in real work. The stages emphasized depend on the actual constraint; not every project needs every stage at equal depth.

M

Map Knowledge

Identify which knowledge drives performance, where it lives and where it breaks down.

E

Extract Expertise

Capture the reasoning, judgment and exceptions behind expert performance.

T

Transfer Capability

Create learning and practice that help people understand, apply and adapt the work.

I

Integrate Systems

Embed knowledge into workflows, tools, roles and moments of need.

S

Scale Performance

Review adoption and outcomes, improve the system and reduce dependence on individuals.

Connected, not rigid. A project can emphasize the stages that matter most, while adoption and performance feed learning back into the system.

Explore the full METIS Framework
Editorial illustration of scattered expertise becoming a usable knowledge system

Evidence in context

International SEO agency

An SEO delivery system that made expertise more repeatable

For an international SEO agency, I helped turn an expertise-dependent service into a clearer operating system with an 80-page manual and practical supporting resources.

  • A complete documented view of the SEO service
  • Practical resources connected to recurring delivery needs
  • A clearer, more repeatable operating system for the work
See the complete project evidence

A practical next step

Where is important knowledge failing to support the work?

Share the repeated questions, bottlenecks and existing materials. We can identify what needs to be mapped, captured or integrated.

Start a conversation