NHS Primary Care Automation: How GP Practices Are Reclaiming Clinical Capacity with MyBotGP
The Hidden Problem Facing Every GP Practice
General practice is under pressure.
Patient demand continues to rise.
Recruitment remains challenging.
Administrative workloads continue to grow.
Yet every day, highly trained clinicians and practice teams spend significant amounts of time processing information that is largely repetitive.
Pathology results.
Hospital letters.
Clinic correspondence.
Discharge summaries.
Administrative documents.
The challenge is not that these activities are unimportant.
The challenge is that much of the work follows predictable rules and processes, yet still requires valuable clinical and administrative time.
At JifJaff, we built MyBotGP to solve exactly that problem.
The Reality of Modern General Practice
Consider a typical GP practice with approximately 8,500 registered patients.
Every year that practice may receive:
62,400 Pathology Results
and
39,000 Letters Through Docman
That represents more than:
100,000 Individual Items Requiring Review
every year.
Each item needs somebody to decide:
- ➤ Can this be safely filed?
- ➤ Does this require clinician review?
- ➤ Does the patient need contacting?
- ➤ Is there a safeguarding concern?
- ➤ Does this need routing elsewhere?
- ➤ Does this require follow-up action?
These decisions consume thousands of hours annually.
The result is reduced clinical capacity, increased administrative pressure and growing operational costs.
The Problem with Traditional Automation
Many automation solutions focus on simple filing.
They ask:
“Is this document in the right place?”
or
“Is this pathology result inside the laboratory range?”
In healthcare, that is rarely enough.
A pathology result may be normal according to the laboratory but not normal for the patient.
A hospital letter may appear routine but contain an important warning buried within the text.
Healthcare automation requires context.
That is why MyBotGP was designed differently.
What Is MyBotGP?
MyBotGP is an NHS primary care automation platform designed specifically for:
Pathology Management
and
Docman Workflow Automation
The platform works with both:
- ➤ EMIS Web
- ➤ SystmOne (TPP)
allowing practices to automate workflows without changing clinical systems or disrupting established ways of working.
Rather than simply filing information, MyBotGP helps practices make intelligent decisions based on clinical and operational rules.
MyBotGP Pathology: Not All Normal Results Are Normal For The Patient
One of the largest hidden clinical workloads in general practice is reviewing pathology results.
For a typical 8,500-patient practice:
- ➤ Approximately 62,400 pathology results arrive annually
- ➤ Around 80% are normal
- ➤ Nearly 10,000 normal results still require additional patient contextual checks
This means clinicians spend large amounts of time reviewing results that appear normal but still require validation against patient-specific factors.
Why?
Because pathology is not simply about laboratory ranges.
Clinicians also need to consider:
- ➤ Existing medical conditions
- ➤ Previous pathology trends
- ➤ Age
- ➤ Gender
- ➤ Practice protocols
- ➤ Pathology report wording
- ➤ Clinical context
MyBotGP performs these checks automatically.
The platform can review:
- ➤ Laboratory ranges
- ➤ Patient conditions
- ➤ Previous results
- ➤ Percentage changes
- ➤ Age-specific thresholds
- ➤ Gender-specific thresholds
- ➤ Clinical keywords
- ➤ Pathology report content
before determining whether a result can be safely filed or requires review.
Over 200 Pathology Test Types Managed
MyBotGP can manage:
200+ Different Pathology Test Types
covering approximately:
95% Of Routine Pathology Workloads
within NHS primary care.
Examples include:
- ➤ HbA1c
- ➤ PSA
- ➤ Full Blood Count
- ➤ Renal Profiles
- ➤ Liver Function Tests
- ➤ Lipid Profiles
- ➤ Thyroid Function Tests
- ➤ Ferritin
- ➤ Vitamin B12
- ➤ Vitamin D
- ➤ Urine Testing
- ➤ Faecal Occult Blood Testing
and hundreds more.
MyBotGP Can Read The Pathology Report
Many pathology automation systems only work with numerical values.
Healthcare is rarely that simple.
Some pathology reports contain:
- ➤ Clinical comments
- ➤ Warning messages
- ➤ Positive findings
- ➤ Negative findings
- ➤ Narrative conclusions
- ➤ Recommendations
Some pathology tests do not even contain numerical ranges.
MyBotGP can read pathology report content directly.
This allows practices to create workflows based on:
- ➤ Keywords
- ➤ Warnings
- ➤ Positive findings
- ➤ Negative findings
- ➤ Clinical comments
- ➤ Practice-defined rules
providing an additional safety layer beyond simple range checking.
MyBotGP Docman: Your Automated Docman Superuser
Pathology is only part of the challenge.
Most practices also process tens of thousands of letters every year.
For a typical 8,500-patient practice:
125 Letters Arrive Every Day
equating to:
39,000 Letters Every Year
Every letter requires decisions.
Every letter requires action.
And Docman never stops.
Hospital letters continue arriving:
- ➤ During holidays
- ➤ During sickness
- ➤ During staff shortages
- ➤ During busy periods
The workload is continuous.
How MyBotGP Automates Docman
MyBotGP works inside your existing Docman workflows.
The platform can:
- ➤ Identify document types
- ➤ Validate patient details
- ➤ Complete Docman templates
- ➤ Route correspondence
- ➤ Create tasks
- ➤ Manage duplicates
- ➤ Apply safeguarding rules
- ➤ Escalate urgent correspondence
- ➤ File documents automatically
all according to the rules defined by the practice.
Rather than changing how your practice works, MyBotGP follows the workflows you already use.
Built Around Your Rules
Every practice operates differently.
That is why MyBotGP has been designed around configurable workflows.
Practices can define:
- ➤ Filing rules
- ➤ Escalation rules
- ➤ Routing rules
- ➤ Pathology thresholds
- ➤ Keyword detection
- ➤ Warning criteria
- ➤ Patient exclusions
MyBotGP then applies those rules consistently every time.
No variation.
No fatigue.
No shortcuts.
Just consistent execution.
Supporting Equal Treatment For Every Patient
Consistency matters.
Manual processes can vary depending on workload, staffing pressures or individual interpretation.
MyBotGP applies the same agreed rules to every patient every time.
This supports a more consistent and equitable approach to pathology management and document processing across the practice population.
Real Capacity Returned To Practices
For a typical 8,500-patient practice, MyBotGP can help release:
95 Clinical Days Per Year
through pathology automation.
In addition:
More Than 200 Administrative Days Per Year
can be released through Docman workflow automation.
Together, this creates substantial additional capacity across the practice.
Capacity that can be redirected towards:
- ➤ Patient care
- ➤ Long-term condition management
- ➤ Access improvement
- ➤ Care coordination
- ➤ Clinical administration
- ➤ Service development
rather than repetitive processing tasks.
Built Specifically For NHS Primary Care
MyBotGP has been developed specifically for NHS primary care and supports:
- ➤ EMIS Web
- ➤ SystmOne (TPP)
- ➤ NHS Cloud Hosting
- ➤ DCB0129 Clinical Safety Standards
- ➤ DTAC Requirements
- ➤ DPIA Requirements
The platform is already supporting practices across England in managing pathology and document workflows safely, efficiently and consistently.
The Future Of General Practice Automation
The question is no longer whether automation has a role in primary care.
The question is where clinicians and practice teams should spend their valuable time.
Should highly skilled professionals spend hours every day reviewing routine pathology results and processing repetitive correspondence?
Or should technology safely manage predictable workflows while clinicians focus on patient care?
At JifJaff, we believe automation should not replace clinical judgement.
It should support it.
That is why MyBotGP has been designed to automate the routine, safeguard the important and return valuable clinical and administrative capacity back to general practice.

