Turn complex healthcare knowledge into clear guidance for the people who need it.
Large workforces, many professional audiences, guidance that changes, and administrative procedures that determine whether care runs smoothly.
With ClearMash, we centralize knowledge, streamline collaboration, and ensure that every team has access to the right information - in the way that works best for them.
One organization, many professional audiences
A hospital, health system or payer employs clinical staff, nursing, allied health, technicians, administrators, contact center agents and support functions, all working from overlapping bodies of knowledge that mean different things to each of them. The same protocol has to reach a specialist and a new administrator without either being given the other’s version.
Guidance changes, and it changes at several levels at once: national standards, regional requirements, organizational policy and local practice at a particular site. Keeping those aligned is a permanent effort, and the difference between them is exactly where confusion appears.
Then there is the shift pattern. Knowledge has to be available at three in the morning, to agency staff, to someone on their second week, in a department where the specialist who normally knows is not in until Monday.
Administrative complexity compounds it. Eligibility, referral routes, funding rules, coding requirements and scheduling constraints vary by payer, region and service, and the people answering questions about them are frequently not the people who wrote them.
What a hospital or health system keeps in its Brain:
- Care pathways, step by step
- Referral criteria and routes
- Admission, transfer and discharge procedures
- The revision of each protocol in force
- Approved local variations, site by site
- Eligibility and funding rules by payer
- Coding and documentation requirements
- Scheduling and booking rules
- Consent procedures and forms
- Patient information in approved wording
- Infection prevention and equipment procedures
- Incident and complaint reporting procedures
What it costs when the guidance is unclear
In administrative and operational work, unclear guidance shows up as delays, rework, appointments that have to be rebooked, referrals that bounce, and patients receiving different information from different departments about the same process.
In accreditation and audit, demonstrating that current procedure was followed starts with proving which version was current at the time.
For staff, the cost is time and confidence. Asking a colleague becomes the reliable fallback, which means one expert’s day is quietly shaped by everyone else’s uncertainty.
- The challenge:
Process delays
Steps repeated or missed because the current procedure was not clear at the point of work.
With ClearMash Brain:Fewer process delays
Each step is done once, on every shift, against the procedure in force.
- The challenge:
Inconsistent patient information
Departments describing one pathway or entitlement in different terms.
With ClearMash Brain:Consistent information
A patient hears the same pathway and entitlement from every department.
- The challenge:
Version uncertainty
Nobody is confident which revision of a protocol was in force last quarter.
With ClearMash Brain:Audit-ready records
What was in force, when, and who approved it.
AI needs a governed foundation here
Healthcare organizations are adopting AI in administrative and service work: scheduling, patient contact, eligibility, staff enquiries and documentation support. Those are exactly the areas where guidance is layered and locally varied.
An assistant working from an unsorted mixture of national guidance, organizational policy and departmental documents will answer confidently from whichever it saw. The requirement is knowledge with a clear owner, a clear version and a clear scope, plus an explicit boundary marking where a member of staff must be involved.
Scope discipline is what makes this safe: the Brain serves administrative and operational work, and clinical judgment stays with clinicians.
What keeps an operational day moving
On shift, these decide whether the next step is performed correctly.
- WHATWhat the current procedure is for this department.
- WHICHWhich version is in force, and when it changed.
- WHOWho may perform this step on this ward, and who signs it off.
- WHENWhen it must be completed, and what follows if it is not.
- WHEREWhere local practice legitimately differs from the standard.
- WHYWhy the protocol requires this step, in words a new starter can repeat.
- HOWHow it is recorded so it can be reviewed afterwards.
Three in the morning. Agency staff. The specialist who knows is in on Monday.
The current procedure arrives at the point of work.
A handover runs through the night. At three in the morning the copy in the ward folder is a revision behind, so the revision in force arrives at the point of work instead - who may perform the step, the sign-off and what to record - and goes on to the morning shift with the case.
What Protocols · Versions · Local practice
- Protocol
- Procedure v7
- Coding rule
- Consent rule
- National rule
- Local practice
- Referral rule
- Eligibility
- Equipment list
- Access rights
- Shift cover
How Steps · Authorization · Recording
- Step sequence
- Who may do it
- Sign-off step
- What to record
- Checks first
- Handover steps
- Booking steps
- Escalation rule
- Out-of-hours
- AI agent boundary
- Review trigger
Context Decides which What and which How to act on, on this ward
- Who Who may sign
- When In force from
- Where This ward
- Which Version
- Why Why this step
- Staff on shiftcurrent at three a.m.
- Patient contactone description, every time
- AI agentsgoverned, with clear limits
- The next shift already has it
Tangible impact
The changes a working Brain makes, in the order a ward on nights and weekends meets them.
Business impact
- Reduction in expert escalations 65%
- Reduction in compliance violations 14%
- Reduction in new employee onboarding 70%
- Reduction in inquiry handling time 28%
- Increase in employee satisfaction 62%
- Increase in customer satisfaction 15%
- Increase in first contact resolution (FCR) 40%
- Increase in self-service adoption 30%
Technological impact
- AI agent accuracy from 85% to 97%
- Increase in AI agent speed 25%
- Reduction in AI costs 74%
Additional measures
Alongside them, the measures an operational day already produces:
- Appointments rebooked for missing information
- referrals returned to the sender
- time spent locating the revision in force
- variation between departments on one process
- time until a new coordinator works unsupervised
Boundaries stated plainly
The scope is deliberate: operational and administrative knowledge, owned and approved by named people, with access following the organization’s own rules. Patient records remain in your clinical systems, and accountability for care decisions remains with people. Certifications are published on the Security page.
See one procedure reach every department
Book a demo and we will show you a procedure with its current revision, its approved local variation and its sign-off, reaching the staff on shift.
Prefer to start with the numbers? The impact estimator works them out