Observe
With consent, the planned capture tool records work inside your environment.
DIGITAL HUMAN / MEDICAL-DEVICE OPERATIONSINDUSTRY 03
Beyond the document.
Into the decision.
A purchase order holds the data. Your specialist holds the context. Digital Human is designed to connect them, with evidence behind the decision and a person in control.
Explore your workflowWORKFLOW IN FOCUSILLUSTRATIVE
FROM CONTEXT TO CLARITYILLUSTRATIVE
THE ORDERVisible information
THE CONTEXTSite · department · history
PROPOSED DECISIONReview the evidence
The fields are only the beginning.
A purchase order can name the item and delivery site while leaving the account decision unstated.
Motion reduced
THE PROBLEM, CONCRETELY
Reading the page is the easy part. Choosing the right account takes context.
Choosing the account can depend on clues across the order, other systems and an expert’s experience.
Documents vary; fields move or arrive handwritten. An experienced specialist recognizes the clues that tell them where an order belongs.
A TWIN THAT LEARNS BY WATCHING
Nobody writes documentation. The specialist keeps working.
Structure
Organize expert work and historical orders around the decisions and outcomes.
Train
Learn from expert examples, then improve through tests and human corrections.
Execute
Execution is in development: work through existing screens and ask a person when uncertain.
Approved capture preserves the expert’s work inside the boundary.
Explore each step
CONSERVATIVE BY DESIGN
Confidence never substitutes for evidence.
Abstain with reasons
Designed to stop when uncertain and ask a person, with evidence attached.
Human approved
Every order remains human-approved until sustained accuracy is proven per customer.
Held-out validation
Test on unseen historical orders against the specialists’ decisions.
Your existing applications
Designed to work through the screens your order team already uses.
THE PROGRAM, IN FOUR MEASURES
A bounded proof, with the bar stated before the result.
one bounded workflow with held-out validation
PRODUCT PRINCIPLE
A rule governing how the product is designed and deployed.
locked jointly before validation begins
TARGET
A declared bar, not current performance.
required until proven per customer
PRODUCT PRINCIPLE
A rule governing how the product is designed and deployed.
designed to work through existing screens
ARCHITECTURE COMMITMENT
A product and deployment commitment, not a measured benchmark.
PRODUCT REQUIREMENT
A requirement the product is being built to satisfy.
A bounded proof structure for order operations.
Focus on one account decision, unseen test orders you control and an accuracy standard agreed before testing.
Human approval remains the design requirement until sustained results meet the customer’s agreed standard.
PURCHASE ORDERPO-294104
Ship toSt. Anne Surgical CentreCOUNTRY · SITE
DepartmentOrthopaedic Theatre 04DEPT · THEATRE
ContactReceiving deskCONTACT
PARTQTYPRICEAX-44112$•••LM-2084$•••
THE EASY 10% · PRESENT IN DOCUMENTACCOUNT TO CHARGENot on the page.
Grounded in site, product, department and account context.
THE CONTEXTUAL DECISIONThe document contains the order fields, but the account decision is not stated.
Explore each step
THE PATTERN GENERALIZES