Everyone can have AI. Your knowledge is your competitive advantage.

Knowledge Sovereignty gives you control of the knowledge that makes your organization unique. ClearMash Brain understands it, applies it and continuously improves it, turning your content into lasting competitive advantage.

What moves when the knowledge behind the work gets better: inquiry handling time down 26% at Pango, answer quality up 50% at Ituran, requests to experts down 41% at ONE ZERO bank.

Trusted by

  • Samelet
  • Astral Hotels
  • ONE ZERO bank
  • Cellcom Group

Your organization has content. That doesn’t mean it has a Brain.

What it needs is agreement on what that content means.

Content - one question, many answers

How long does this customer have to return it?

  • refunds_v2_FINAL.pdf14 days
  • Refund policy v330 days
  • Refunds - service agent scriptcase by case
  • Returns & refunds (web)14 days

Nothing here says which one applies today.

Why it keeps happening

  • One of them was written a few years ago and is still in use.
  • Each is complete, and none mentions the exception this customer falls under.
  • The clearest one was written for lawyers and is read by a new service agent.
  • Every one of them is correct, and acting on any of them still takes a judgment call.

A Brain - one answer, and the reason it holds

30 daysRefund policy v3 - the version in force, and the one that covers this customer’s plan.

Every employee, customer and AI agent acts on the same one.

The problem has a name: unsettled knowledge. Not missing, not hidden, not hard to search. Unsettled.

Settling it is where Knowledge Sovereignty begins.

Every part of your organization knows something. The challenge is making it work as one understanding.

Products live in one place. Policies in another. Procedures somewhere else. Customer reality changes by the minute.

  • Servicewhat customers actually ask
  • Legalwhat is permitted
  • Productwhat changed in the last release
  • Operationsthe procedure that works in practice
  • Financethe charge sitting on the account today
  • Long-serving peoplethe exceptions nobody wrote down

One ordinary customer question needs several of these sources at once, and there is rarely a place where they meet.

One organization. Many sources of knowledge. One Brain for understanding what applies.

Tangible impact

When organizational knowledge breaks, performance breaks with it. When it improves, these are the numbers that move.

Business impact

  • Increase in customer satisfaction 15%
  • Increase in first contact resolution (FCR) 40%
  • Increase in self-service adoption 30%
  • Increase in employee satisfaction 62%
  • Reduction in inquiry handling time 28%
  • Reduction in expert escalations 65%
  • Reduction in new employee onboarding 70%
  • Reduction in compliance violations 14%

Technological impact

  • Reduction in AI costs 74%
  • AI agent accuracy from 85% to 97%
  • Increase in AI agent speed 25%

The knowledge and know-how that run your business

Not everything your company holds. The part that decides what happens next.

  • Products and services

    What you offer, how it works, what it includes and where it applies.

  • Policies and regulations

    What is permitted, what is required, and what the exceptions are.

  • Procedures and operations

    How work should be completed correctly and consistently, including the steps people skip.

  • Decisions

    How different conditions lead to different outcomes - and why.

  • Professional expertise

    The judgment that usually lives with specialists and long-serving employees.

  • Skills

    How people and AI perform important tasks the approved way.

The Brain connects what your organization knows with how your organization works.

Before knowledge can work better, it has to become better.

Enterprise Search finds what exists. It does not make what exists correct, current, clear or applicable.

ClearMash doesn’t assume your existing content is already high-quality knowledge. It transforms it into:

  • Accurate

    Based on the organization’s current and approved understanding, not the copy someone saved years ago.

  • Understandable

    Clear to the audience using it. A regulation and a customer answer are not the same sentence.

  • Applicable

    Able to determine what matters for this customer or employee, product, place and time.

  • Actionable

    Able to support a decision, a procedure or a task, all the way to done.

  • Evolving

    Able to change as products, regulations, procedures and real needs change.

The Brain continuously helps your organization improve what it knows, how clearly it expresses it, and how effectively people and AI can use it.

Meet the Enterprise WH Brain

WH is not a lookup. It is what an employee, a customer or an AI agent needs in order to act correctly here, in this case.

  • WHATThe product, policy or rule that applies, and what it requires.
  • WHICHThe version, variant or exception to act on now.
  • WHOWho it applies to, who acts, who may approve a departure.
  • WHENThe effective date, the deadline, the moment to act.
  • WHEREThe market, site, channel that changes the answer.
  • WHYThe reason it holds, for a customer or an auditor.
  • HOWHow the work is done, step by step, by an employee or an AI agent.

Held together, they produce the right action. Held apart, you get a correct policy applied to the wrong customer, or the right customer given last year’s procedure.

ClearMash Brain holds them all as one living understanding, and improves the knowledge and skills behind every action.

A Brain should understand the business without becoming every business system.

Your systems know the facts. Your departments know their part. ClearMash Brain connects the understanding behind the work.

Your business systems

Customers, orders, accounts, claims, inventory, status - the current facts, where they already live.

ClearMash Brain

Products, policies, regulations, procedures, decisions, skills - what those facts mean.

What happens next

This situation, read through what your organization knows and how it works.

Your business systems provide the current facts. ClearMash Brain provides what those facts mean and what to do next.

ClearMash does not compete to own your data. It competes to own the understanding of what that data means.

What applies now, and how to proceed.

People and AI don’t work the same way. Give each what it needs to act.

The meaning has to be identical. The delivery should not be.

Employees get a guided flow

  1. Apply refund policy v3, the version in force for this customer
  2. Is the order still inside the 30 days?
    • YesRefund the order
    • NoDecline, and tell the customer why

The outcome is the path this case takes.

Understand faster. Decide confidently. Perform better. Clarity and guidance at the moment of work, not a course from last quarter.

  • Faster execution
  • Greater independence
  • Fewer errors
  • Fewer expert escalations
  • Faster onboarding
  • Greater confidence

Customers get an answer

Yes - this order can still be refunded, and here is the form. It takes one step, and you do not need to call.

The outcome is one sentence they can act on.

Understand the options. Choose the right path. Complete more. Guidance shaped around what they are trying to achieve, not around your org chart.

  • Lower effort
  • Faster resolution
  • Greater self-service completion
  • Greater consistency
  • Higher satisfaction

AI agents get code

act({
  what:  "refund policy v3",
  which: "this customer",
  when:  "today",
  how:   "decide, log why",
  bounded: true
})

The outcome is the context for this task, and its limits.

Know better. Work better. Improve continuously. Relevant organizational knowledge and managed skills, instead of everything that might be relevant.

  • Fewer unsupported answers
  • More consistent decisions
  • Better task execution
  • Lower context waste
  • Lower AI operating cost
  • Better organizational control

One meaning. Every audience. Depth for an employee, plain language for a customer, the right context and a defined skill for an AI agent.

Every interaction can make the Brain better.

Employee requests. Customer contacts. Searches. Calls. AI-agent performance. Escalations. Feedback. Outcomes. Business change.

ClearMash reveals where knowledge is missing, unclear, outdated or hard to apply. Those insights reach the people who own it, so improvement becomes routine.

  1. Use

    People and AI put the knowledge to work.

  2. Learn

    The gaps and frictions become visible.

  3. Improve

    Knowledge owners fix what real work exposed.

  4. Perform better

    Every audience feels the correction at once.

  5. Learn again

    The loop keeps running as the business moves.

Real work is the most honest review your knowledge will ever get.

Better knowledge changes business performance.

  • Faster execution

    Cases move faster because the search-and-interpret phase in front of each one shrinks.

  • Better customer outcomes

    Every channel draws on one governed understanding, so answers converge and repeat contact falls.

  • Better workforce performance

    Guidance at the moment of work replaces recall: new hires contribute sooner, experts stop being a queue.

  • Better AI economics and reliability

    AI agents receive less context, better selected, which lowers consumption and leaves less room to guess.

  • Lower risk

    Policy is applied from one approved, dated version, so decisions vary less.

When people and AI act on what applies, it shows up in the numbers your operation already tracks.

  • Handling and processing timeHow long a case takes when nobody has to go looking for the answer.
  • Escalations to expertsHow often first line has to hand the question to someone scarcer.
  • Self-service completionHow often a customer or employee finishes without contacting anyone.
  • Time to competenceHow long a new employee takes to work unsupervised.
  • Consistency across channelsWhether one question gets the same governed answer everywhere.
  • Context per AI taskHow much organizational information an AI agent needs to complete one task.

Better AI starts with a better Brain.

Lower cost. Lower risk. Faster execution. Better experiences.

Knowledge Sovereignty means one owner for what your organization knows

Why not just do this inside the systems you already own? The answer lies in where they sit.

The same policy has to hold in the CRM, on the website, in the phone system, at the counter and in every AI agent your teams are building. Put it inside one of them and the rest work from copies, and a copy is inherited rather than maintained. The system that owns your organization’s knowledge cannot be one of the places it gets used. Knowledge Sovereignty is being able to say what your organization knows, prove what it said on the day that mattered, decide who and what may use it, and keep all of that while the software around it changes.

  • One owner, many consumers

    A knowledge layer inside one system is that system’s view of what your organization means. Every other channel is then working from a copy that nobody owns. Compare them and you find a different policy in each.

  • Knowledge keeps a different clock

    Your CRM, your contact center, your AI agent framework and the model underneath it are all replaced on their own schedules. A returns rule, a safety procedure and a product catalog are on none of those schedules, and should not have to be rebuilt each time one of them turns over.

  • Every AI agent inherits its host’s version

    AI agents are being built across your organization right now. Feed each one from whatever its own host happens to hold and you have not deployed a single organizational understanding several times over. You have deployed several understandings once each, and every AI agent you add multiplies what that costs.

Sovereignty is about ownership. The Brain answers where the work already happens: inside the record, the ticket, the website and the AI agent’s task. What sits apart is who owns the knowledge, how long it lives, who governs it, and whose whole product is keeping it right.

Your knowledge should belong to your organization, not to the software that happens to be holding it.

The full case for a Brain of its own, including where it does not apply

One Brain. Many business outcomes.

Built for the work where the wrong handling is expensive: a customer told the wrong thing, a rule applied two ways by two teams, an AI agent acting on a page nobody has read in years.

In customer-facing environments, the Brain acts as your Customer Communications Management (CCM): behind every letter and notice your customers receive, there is a Brain that makes sure the right message reaches the right customer.

The Brain usually starts in customer service, where unclear knowledge is most expensive, and spreads from there.

One understanding answers a customer, guides an employee through a procedure, and tells an AI agent what it may do next.

Which part of the business is yours?

Why does the same question get a different answer in every channel?

Who owns this page, and is what it says still in force?

What is an AI agent allowed to say here, and what is it working from?

Which version was in force when this decision was made?

Customer Service

Every channel answering the same question the same way, from a service agent, a portal or an AI agent, including the exception that applies to this customer.

At a converged communications operator, inquiry handling time fell 31%.

Powered by ClearMash Brain

Self-Service Customer Support

Customers finishing their own task, with the position for their plan and the steps to follow.

At a large research university, self-service completion rose 33%.

Powered by ClearMash Brain

Sales

Which of these products this customer can have, and on what conditions.

At a retail chain, upsales rose 14%.

Powered by ClearMash Brain

Technical Customer Support

Diagnosis that follows a known path instead of one specialist’s memory, across versions and configurations.

At Pango, referrals to second-level support fell 66%. Read the full Pango story

Powered by ClearMash Brain

IT Technical Support

Employees resolving their own systems, access and equipment problems without opening a ticket.

At a large municipal authority, first contact resolution rose 34%.

Powered by ClearMash Brain

Field Service

The method, the safety step and the next offer for the customer in front of them, on a phone mid-job.

At Ituran, consultations with team leaders fell 30%. Read the full Ituran story

Powered by ClearMash Brain

Compliance & Procedures

Rules turned into the steps this situation requires, with every change reaching everyone at once.

At a retail bank, compliance violations fell 16%.

Powered by ClearMash Brain

Organizational Learning

Competence built in the flow of work, not in a course completed two quarters ago.

At ONE ZERO bank, the time for new bankers to reach independent work fell 48%. Read the full ONE ZERO bank story

Powered by ClearMash Brain

Partner Portal

Partners selling and supporting with your current knowledge, cut to their agreement and certified on it.

At a vehicle importer whose dealers answer its customers, first contact resolution rose 36%.

Powered by ClearMash Brain

Financial Product Catalog

Large catalogs with conditions, versions and eligibility made comparable at the moment of advice.

At ONE ZERO bank, the use of sales knowledge while serving customers rose 32%. Read the full ONE ZERO bank story

Powered by ClearMash Brain

Knowledge & Portal

One answer employees and customers act on, instead of a folder of documents to reconcile.

At Ituran, answer quality rose 50%. Read the full Ituran story

Powered by ClearMash Brain

Employee Service & HR

Policies, benefits and requests answered in terms of this employee’s situation.

At a vehicle dealership group, time to competence for a new service advisor fell 43%.

Powered by ClearMash Brain

Built for organizations that run on knowledge

The Brain earns its place fastest where products are complex, rules change and inconsistent handling has a cost.

Financial Services

Complex products, moving regulation, advice that has to be defensible.

At ONE ZERO bank, requests to experts to clarify professional information fell 41%. Read the full ONE ZERO bank story

Insurance

Wordings that were revised, and policies still running on the earlier one.

At a direct insurer, inquiry handling time fell 29%.

Healthcare

Many professional audiences, changing guidance, consequential procedures.

At an academic medical center, night-shift escalations to experts fell 20%.

Telecom

Plans and promotions that change monthly, across every channel at once.

At a challenger mobile operator, escalations to experts fell 54%.

Software

Support knowledge that keeps pace with the release cycle.

At Pango, inquiry handling time fell 26%. Read the full Pango story

Government

Entitlement, statute and procedure, applied evenly and explained plainly.

At a large municipal authority, call times fell 50%.

National Infrastructure

Safety-critical procedure at the point of work, including at three in the morning.

At a national infrastructure organization, handling time fell 26%.

Transportation

Stations, crews and channels that have to say one thing, on every shift.

At an international airline, escalations to experts fell 25%.

Automotive

One model, many variants, and an owner who asks about their own car.

At Ituran, training time for new representatives fell 30%. Read the full Ituran story

Retail

Product, promotion and returns policy, at the counter and online.

At a retail chain, upsales rose 14%.

Education

Programs, deadlines and eligibility answered the same way by every office.

At a distance-learning university, customer satisfaction rose 28%.

Hospitality

Brand standards, local variation, and new staff in their second week.

At a hotel group, inquiry handling time fell 22%.

Your Brain must be trusted

Something that shapes employee decisions, customer answers and AI behavior has to be governed like something that matters.

Who may change what. Who approved it. When it took effect. Who may see it. Regardless of whether the reader is an employee, a customer or an AI agent.

  • Governance

    Ownership, approval and versioning for the knowledge that drives work.

  • Access control

    People and AI receive what they are authorized to use, and nothing else.

  • Accountability and audit

    What was published, by whom, when, and what changed since.

  • Privacy and security

    Enterprise expectations treated as requirements, not as a later phase.

  • Human control

    Knowledge owners decide what the Brain says.

  • Responsible AI

    Organizational oversight over what AI contributes and what it may do.

AI may assist the Brain. Your organization remains in control of what it knows and how it works.

Secure and certified Brain

  • SOC 2 Type 2

    Controls tested over time

  • ISO/IEC 27001

    Information security

  • ISO/IEC 27017

    Cloud security

  • ISO/IEC 27018

    Cloud privacy

  • ISO/IEC 90003

    Software quality

Read how ClearMash protects the Brain and the information around it.

Elevate your competitive advantage today with ClearMash Brain.

Your organization already has the content. Give it a Brain. Turn fragmented products, policies, regulations, procedures and skills into living organizational knowledge that people and AI can act on.

What applies. How to proceed. One Brain.

Prefer to start with the numbers? The impact estimator works them out