Your Knowledge. Ready for AI.
Make your company's knowledge usable —
for people, processes, and AI.
Most organizations have more knowledge than they can effectively use. Glymr identifies where knowledge friction is slowing work down, maps how information and processes actually move, captures critical expertise before it disappears, and turns scattered knowledge into practical assets people and AI can use.
You Already Have the Knowledge
It's just not usable yet.
Critical expertise is scattered across people's heads, documents, meetings, systems, spreadsheets, chat threads, and informal workarounds. When knowledge is this fragmented, employees waste time searching, asking the same questions, recreating work, and waiting on the few people who actually know how things work — and AI has nothing reliable to draw on either.
Knowledge Friction Symptoms
Recognize any of these?
Knowledge friction shows up in specific, measurable ways across organizations.
Repeated Questions
Senior people spend hours answering the same questions because answers aren't findable anywhere else.
Slow Onboarding
New employees take months to reach full productivity because critical process knowledge isn't documented.
Expert Bottlenecks
A handful of people have become indispensable. Their departure or availability is an operational risk.
Inconsistent Processes
The same work is done differently by different people, teams, or locations, creating quality and risk exposure.
Duplicated Work
Without a shared source of truth, teams rebuild analysis, documents, and decisions that already exist somewhere else.
Risky Departures
Every exit — retirement, resignation, transition — creates an irreplaceable knowledge loss.
The AI Reality
Access to AI tools and company data is not enough.
AI works from whatever knowledge it can reach. When that knowledge is scattered, outdated, or contradictory, so are the answers, and that blocks AI adoption.
AI doesn’t solve fragmented knowledge and unclear processes. It exposes them.
What your employees and AI actually need.
The same conditions make knowledge usable for both.
- Well-governed business contextClear ownership, kept current, with the right access
- Structured operating contextHow teams, systems, and handoffs actually connect
- Trusted knowledgeSources people and AI can rely on without double-checking
- Clear process logicThe exceptions and decision rules the work actually follows
- Role-specific guidanceThe knowledge each role needs, where they need it
Where to Start
Two ways to find out where you stand.
Knowledge Friction Assessment
For organizations dealing with productivity leakage, slow onboarding, repeated questions, expert bottlenecks, process inconsistency, or knowledge loss risk.
Request a Knowledge Friction AssessmentAI Effectiveness Assessment
For organizations where employees are already using AI enough to see how it is working in practice — and leadership wants to know how effectively that usage is turning into useful work, and what is getting in the way.
Request an AI Effectiveness AssessmentNot sure which one fits? Talk to Glymr and we'll help you figure it out.
How We Work
Identify. Map. Capture. Make it Usable.
Glymr's model moves your organization from scattered knowledge to something people and AI can actually use.
Identify
Pinpoint where knowledge friction, critical knowledge risk, and AI-readiness gaps are slowing the business down.
Map
See how information, data, systems, decisions, and processes actually move through the organization.
Capture
Document the business rules, exceptions, and decision logic the work actually depends on.
Make it Usable
Turn what you've found into a knowledge program — architecture, documentation, governance, and AI-ready processes people actually use.
When someone is leaving, retiring, or transitioning, that work runs on its own track.
Who We Help
Built for executive buyers.
Knowledge friction looks different depending on where you sit. Find your path.
Protect execution capacity and enterprise value
Knowledge risk is a growth, succession, and scale risk. We help you see it and reduce it.
For CEOs →Reduce operational drag and process inconsistency
Stop repeated questions, standardize critical processes, and free up your senior operators.
For COOs →Prepare your business context for AI
AI tools fail without well-governed business context and trusted, structured, accessible knowledge underneath.
For CIOs →Accelerate onboarding and protect institutional memory
Reduce ramp time, lower manager burden, and capture expertise before employees leave.
For CHROs →Quantify the hidden cost of knowledge friction
Search time, duplicated work, slow onboarding, and knowledge loss have a measurable price.
For CFOs →Reduce knowledge risk across the portfolio
Evaluate and address knowledge concentration, integration risk, and operational maturity.
For PE Partners →What executives say about working with Glymr.
“What impressed us most was how quickly Glymr delivered results.”
“[Glymr’s] efforts to document business processes have been key to finding opportunities to automate or optimize business functions.”
“Glymr’s rigorous approach to knowledge capture and sharing has been an amazing addition to the service we provide.”
Find out whether your company's knowledge is usable by the people and AI systems that need it.
A Knowledge Friction Assessment or AI Effectiveness Assessment gives you a clear, quantified picture of where your organization is losing time, money, and AI value — and what to do about it.