The words a decision turns on
Every word here carries the same meaning throughout this site.
An entry marked general term belongs to the category rather than to ClearMash: the ordinary language of customer service, compliance and knowledge work, defined here because buyers meet it in tender documents.
Map of the terms
General term
A
- Action
-
The task completed, by an employee, a customer or an AI agent. The end of the line that runs from content through knowledge, context and decision.
The test of an answer is whether it finishes in an action or in a paragraph to read. Understanding is only concrete when the next step is named.
- AI agent
-
Software that reads what it is given and acts on it. Another audience for the same organizational knowledge, beside employees and customers.
An AI agent represents your organization only as reliably as the knowledge it is handed. Where that knowledge is contradictory, out of date or silent on the exception, it still answers, and it answers confidently.
- AI agent skill
-
How an AI agent should perform a task, what it must check, and where it must stop. The method half of what an AI agent needs, as against the information half.
An AI agent given information and no method invents one, and performs it differently each time. A skill is maintained alongside the procedure it describes, on the same schedule.
- Answer
-
What the organization says about the situation in front of someone, in the form that situation needs.
A document records a decision someone made once, for the situation that existed then. It does not know who is reading it, that the rule changed in April, or that this customer is an exception. An answer knows all of that, and ends in a next step.
- ApplicabilityAlso Applicable
-
Whether a piece of knowledge can determine what matters for this customer or employee, product, place and time. One of the conditions knowledge has to meet before it can be put to work.
A correct policy applied to the wrong customer is still wrong. Without applicability, a correct answer is the wrong answer.
Before knowledge can work better, it has to become better
RelatedContextBetter knowledge
- Approval
-
The step at which the organization decides that a piece of knowledge is what it stands behind. Knowledge publishes once it is approved.
Approval is what makes a version usable as evidence later. What was published, when it took effect and who approved it stay answerable without a reconstruction project.
- Audience
-
Who a piece of knowledge is being expressed for. A regulation and a customer answer can say the same thing in very different sentences.
The meaning stays identical and the delivery fits the reader: depth and guidance for an employee, plain language for a customer, relevant knowledge and a defined skill for an AI agent.
Employees, customers and AI agents work from one Brain
RelatedAnswerKnowledge owner
- Audit trailAlso Accountability
-
The record of what was published, by whom, when, and what changed since.
It answers the question an enterprise actually asks: whether an answer given to a customer six months ago can still be explained today, by someone who was not there.
RelatedApprovalIn forceVersionCustomer Communications Management (CCM)
B
- Better knowledge
-
What has to be true of a piece of knowledge before it can be put to work: accurate, understandable, applicable, actionable and evolving.
Current and approved rather than the copy someone saved years ago. Clear to the audience using it. Able to determine what matters here, to carry a task all the way to done, and to change as products, regulations and real needs change.
- BrainAlso Enterprise WH Brain
-
One organizational understanding of what the company knows and how it works, held so that employees, customers and AI agents can each draw on it in the form their work needs.
What your content becomes once the organization has decided what it means.
C
- Channel
-
A place a question can be asked: phone, chat, portal, branch, field, partner, AI agent.
Every channel added is another place the same answer has to hold. Consistency comes from the knowledge behind the channels.
RelatedConsistency across channelsSelf-serviceCustomer Communications Management (CCM)
- Consistency across channelsGeneral term
-
Whether the same question returns the same governed answer everywhere it is asked, of a service agent, a portal or an AI agent, including the exception that applies to this customer.
A measure this site asks to be judged on, and one your operation can instrument with what it already records.
- Content
-
What was written down, wherever it currently lives. Documents, files, pages, regulations, procedures, answers, prompts.
The raw material. It becomes knowledge once the organization agrees what it means.
RelatedKnowledgeAnswerRepository
- Context
-
The conditions that decide which What and which How apply to the situation in front of you: who, when, where and which.
The same product carries different rules in two markets. The same policy has a different effect either side of its effective date. The same procedure changes when the customer is a business rather than a consumer.
- Context per AI task
-
How much organizational information an AI agent has to be handed to complete one task.
The measure behind AI running cost. What sets it is how much an AI agent needs, how often it goes back for more, how often it reasons around a contradiction, and how often an employee corrects the result.
RelatedAI agentEscalation
- Customer Communications Management (CCM)General term
-
The software category for what an organization sends its customers: bills, invoices, statements and policy notices built from templates, personalized with CRM, ERP and marketing data, delivered by email, SMS, portal, app, social media or print, and archived for regulatory and audit review.
ClearMash Brain is effectively your CCM, working from the same governed knowledge as every answer it gives: it composes each communication from approved templates and the customer’s own data, sends it directly or through the systems it connects to, and keeps it on record, retrievable per customer for audit.
D
- Data boundaryAlso Live reality
-
The line between the systems that hold the current facts and the Brain that holds what those facts mean.
Customers, transactions, orders, accounts, claims, inventory and status stay where they belong. The Brain supplies the products, policies, regulations, procedures, decisions and skills that give a fact its consequence. Both stay where they are and work together.
RelatedIntegrationBrain
- Decision
-
What follows from a set of conditions, and why. How different conditions lead to different outcomes, stated rather than left to the reader.
This is why an organization can have excellent documentation and still perform inconsistently. The documentation describes What in detail and leaves the decision to whoever is reading it.
RelatedActionDecision criteriaHOW
- Decision criteria
-
The conditions that change the outcome, and the reasoning behind the change.
Usually the part nobody wrote down. It is held by people who have handled ten thousand cases and can tell you in a sentence what to do about the eleven thousandth.
- DeflectionGeneral term
-
A contact center term for a contact that never happened because the customer found the answer alone. It counts an absence, which makes it easy to report and hard to verify.
The measures on this site count the same event from the side where it can be seen: self-service completion counts the customer who finished, and first contact resolution counts the contact settled at the first attempt.
E
- Effective date
-
The date from which a rule, price, product or procedure applies. The line either side of which the same policy has a different effect.
One change can split a customer base in two. A decision taken today may have to be made against the version that was in force when the agreement was signed.
- Enterprise Search
-
Finding the content that exists.
Enterprise Search does not make what exists correct, current, clear or applicable. If the source is contradictory or out of date, it returns a contradictory, out-of-date answer faster than before. Speed was not the bottleneck.
RelatedRepositoryBetter knowledge
- EscalationGeneral term
-
Handing a case to someone scarcer: a specialist, a supervisor, a second line.
How often first line has to escalate says how far the available knowledge carried the service agent who took the case. That is what makes it a knowledge measure rather than a staffing one.
- Exception
-
The case the general rule does not cover, and the conditions under which a departure is permitted.
Exceptions are where unclear knowledge costs most. An answer that is silent on the exception is confidently wrong, and exceptions are usually held in practice rather than written down.
F
- First contact resolutionAlso FCRGeneral term
-
The share of contacts settled at the first attempt, with no call-back, no transfer and no second ticket.
It moves for one reason: the first service agent to take the case had what the case needed.
G
- Governance
-
Ownership, approval and versioning for the knowledge that drives work, with access control that binds people and AI equally.
The test is who could change what the organization says, and whether that change would be visible.
- Guided workflow
-
A procedure presented as the steps this case requires, in order, at the moment of work, rather than as a document to read and interpret.
Guided workflows and call scripts are how a service agent handles a difficult case confidently and stays compliant while doing it.
H
- Handling timeGeneral term
-
How long a case takes, from the moment it arrives to the moment it is finished.
Most of it goes on searching, reading and interpreting before the work starts, and again afterwards. The figure worth watching is what it becomes when nobody has to go looking.
RelatedEscalationTime to competence
- HOW
-
The organization’s procedures, skills, decisions and ways of working: how a case is handled, how a policy is applied, how a task is completed correctly and consistently.
How is the half that usually goes unmanaged. It lives with experienced people and in team habit, rarely in a form anyone else can apply. When an organization says it has a knowledge problem, this is usually the half it means.
I
- Improvement loop
-
The cycle a Brain runs on: use, learn, improve, perform better, learn again.
Real work is the most honest review your knowledge will ever get. It shows where an answer was missing, where two disagreed and where a procedure did not survive an actual case, and it sends that to the people who own the knowledge while it still matters.
- In force
-
The version of a rule or procedure that applied at a given moment, which is not always the current one.
A decision taken last year has to be explainable against what was in force when it was taken, so that version stays available beside the current one.
- Integration
-
A connection between the Brain and a system the work already happens in, described by what crosses the boundary: what the Brain reads, and where it answers back.
It is described by the kind of system rather than by a product name, because a Brain is useful where knowledge and context already live.
RelatedData boundaryChannel
K
- Know-how
-
How the work is performed, in the way the organization approves. The practices that make experienced people effective, written so that others can use them.
What is true is only half of an answer. The other half is the sequence, the checks, the judgment call, and the point at which a case has to go to someone else.
RelatedHOWAI agent skillSkill
- Knowledge
-
What the organization actually means by its content: current, approved, and agreed across the parts of the business that have a view on it.
Knowledge is that agreement, written down and owned.
- Knowledge decay
-
The slow return of a body of knowledge to the state that prompted the clean-up project, because the business kept moving and the content did not.
Without a named owner it happens quietly. By the time anyone notices, each channel holds its own position and none of them is wrong enough to trigger a fix.
- Knowledge gap
-
A question real work keeps asking that the organization has not answered in a usable form.
Human readers hide gaps. They improvise, ask a colleague and move on. An AI agent meeting the same gap fails visibly and repeatably, and that failure is diagnostic information in its own right.
AI should strengthen organizational expertise
RelatedImprovement loopAI agent
- Knowledge orchestrationGeneral term
-
Connecting one governed body of knowledge to every channel, workflow and AI agent that needs it, so the same answer arrives wherever the question is asked and one update reaches all of them.
ClearMash Brain is an enterprise knowledge orchestration layer: what it delivers is kept current, consistent and safe to act on before it goes anywhere.
How it reaches employees, customers and AI agents
RelatedBrainConsistency across channelsSingle source of truth
- Knowledge owner
-
The employee accountable for what the organization says about a product, a policy, compliance, service or training.
Owners decide what the organization says, see where it is failing in practice, and change it once for everyone rather than in each channel separately.
- Knowledge sovereignty
-
An organization’s ability to say what it knows, prove what it said, decide who and what may use it, and keep all of that while the software around it changes.
It is the reason a Brain is a platform rather than a feature of one. Knowledge held inside a system that consumes it carries that system’s lifecycle, that system’s governance and that system’s release cycle, and it is rebuilt from nothing the day that system is replaced.
O
- Outcome
-
What happened after the action, and what it teaches the Brain next.
The last step of the movement and the first input to the next one. Outcomes, feedback, escalations and AI agent performance are all signals about the knowledge that produced them.
As your business changes, your Brain changes with it.
RelatedActionImprovement loop
P
- Policy
-
What is permitted, what is required, what is prohibited and what the exceptions are, with the date each took effect.
A policy is a What: it says what holds, not what to do about it. Approved in a week, it lands unevenly for a year unless something carries the change to every channel, every AI agent and every training path at once.
- Portal
-
A place people go to find knowledge: an intranet, a help center, a customer portal.
What makes it useful starts once the document is found: whether it is current, whether it applies to this case, and what to do about it. A Brain in the portal answers those questions.
- Procedure
-
How work should be completed correctly and consistently, step by step, including the steps people skip under pressure.
A policy says what is required; a procedure says what to do about it. And a procedure everyone follows is only as good as the version they are following.
RelatedPolicySOPGuided workflow
- Professional expertise
-
The judgment specialists and long-serving employees apply, made available to people who are not specialists.
The hardest category to capture, because it was never written down. It starts with the questions real work keeps asking.
R
- Read-and-sign confirmation
-
A record that a named employee has seen a change and understood it, usually with comprehension questions attached to the confirmation.
It keeps a team aligned with the latest update, and gives a manager visibility of knowledge retention rather than of attendance.
RelatedApprovalGovernanceVersion
- Repository
-
A place where content is stored and can be retrieved. It answers where something is, not what it means.
A repository stores what was written. ClearMash Brain improves what your organization understands. Access to content is not the same as usable knowledge.
S
- Self-service
-
A customer or an employee completing what they came to do without contacting anyone.
It works when the guidance is shaped around what they are trying to achieve rather than around the organization’s own structure, and when each channel gives the same answer.
RelatedSelf-service completionChannelPortalCustomer Communications Management (CCM)
- Self-service completionAlso Self-service adoptionGeneral term
-
How often a customer or an employee finishes what they came to do without contacting anyone.
It moves when guidance speaks the reader’s language rather than the organization’s internal vocabulary, which makes it a knowledge measure rather than a channel one.
- Single source of truth
-
One stated organizational position that every channel draws on, so the same question returns the same governed answer from a service agent, a portal or an AI agent.
A result of agreement about what the documents mean, wherever they are kept.
- Skill
-
How people and AI perform an important task in the way the organization approves, rather than in the way each of them works it out.
Know-how made explicit enough to hand to someone, or something, that did not learn it by doing the job for ten years.
- SOPAlso Standard operating procedureGeneral term
-
A written procedure for a task that has to be done the same way every time.
The steps that complete the work correctly, including the ones people skip under pressure. Its worth depends entirely on whether the version being followed is the one in force.
RelatedProcedureGuided workflow
- Stale content
-
A document that is still reachable and no longer current.
A reader with judgment used to catch it. A customer helping themselves at midnight and an AI agent reading exactly what it is given have none, and the gap between a change and the documentation is where wrong answers live.
T
- Time to competenceAlso Onboarding timeGeneral term
-
How long a new employee takes to work unsupervised.
It shortens when guidance at the moment of work replaces recall, so a new hire contributes before they have memorized the exceptions rather than after.
RelatedHandling timeEscalation
U
- Understanding
-
Knowing what the organization currently means, which part of it applies here, and what should happen next. The step between content and action.
It is concrete: several documents describe the same rule, only one of them is current, it applies to this customer because of their contract date, and the next step is an action rather than a paragraph to read.
- Unsettled knowledge
-
Knowledge the organization holds in more than one form, none of it retired, none of it agreed. Every version is already findable; what settles it is agreement about which one holds.
V
- Variant
-
A version of a product, plan or service that differs from its siblings in ways that change the answer: what it includes, what it costs, what it requires, where it applies.
The variant the customer actually holds is a Which question, and getting it wrong makes a correct answer useless.
- VersionAlso Versioning
-
One dated, approved statement of what the organization says, with the ones before it kept rather than overwritten.
Versioning is the difference between a change everyone can see and a change nobody can reconstruct: what was published, when it took effect, who approved it, and what was in force on the date of the decision.
RelatedIn forceApprovalAudit trail
W
- WH
-
What, Which, Who, When, Where, Why and How: the questions that stand between a situation and the right action in it.
What an employee, a customer or an AI agent needs to act correctly here: what applies, for this customer or employee, product, place and time, why it applies, and how to move forward.
- WHAT
-
The product, policy, rule or option that applies, and what it requires. The organization’s facts, offerings and knowledge.
Confirming that the policy exists and showing the page it sits on is one step short of where the difficulty starts.
- WHEN
-
The effective date, the deadline, the moment action is required.
When decides whether a change that removed a fee reaches an agreement signed before that date.
RelatedEffective dateIn forceWH
- WHERE
-
The market, jurisdiction, site or channel that changes what may be done.
Identical cases in different markets can carry different rules. Where decides whether this one adds a requirement of its own.
- WHICH
-
The version, variant or exception to act on now.
Which identifies the thing the customer actually holds, out of a catalog in which several near-identical entries would each give a different answer.
- WHO
-
Who a rule applies to, who carries it out, and who may authorize a departure from it.
Who establishes whether this customer’s status exempts them, and who in the organization is allowed to decide that it does.
RelatedAudienceKnowledge ownerWH
- WHY
-
The reason an action holds, stated in language that can be given to a customer or an auditor.
It turns a decision into something explainable six months later, in writing, by someone who was not there.
RelatedAudit trailDecisionWH
Clear the box to see every term again.