PDFs are where structured workflows stall
Blood-test results often arrive as documents first, leaving teams to bridge the gap between a PDF and a usable operational record.
Reviewed workflowBuilt for teams handling blood-test PDFs
Turn blood-test PDFs into reviewed, structured data.
Upload blood-test PDFs, review extracted biomarkers, and deliver approved results as CSV, JSON, or API output. Built for clinics, longevity practices, and health products.
Reviewer approval before exportOrganization-scoped accessBuilt as a review layer, not an EMR replacement
enterprise.test2sheet.com/reports/reviewreview workspace
Built for reviewed lab-data workflows with
Private workspaceOrg-isolated workflow
Reviewer approval before exportHuman gate before delivery
Organization-scoped accessMembers and roles
Audit trailDurable activity history
CSV, JSON, and API deliveryApproved structured output
Why this exists
Most lab workflows still break at the PDF.
The problem is not getting a document. The problem is turning that document into reviewed, structured biomarker data your team can actually use.
Manual entry slows the team down
Re-keying biomarkers, units, and ranges adds latency, creates avoidable mistakes, and turns reviewers into transcription staff.
Downstream systems need trusted data
Spreadsheets, internal tools, and health products need structured results with reviewer confidence behind every exported row.
How it works
A clean workflow from upload to approved output.
Upload, extract, review, and deliver. The workflow stays operational from the first PDF to the final export.
1 Upload
Bring in the report from the workspace or API.
Teams can upload blood-test PDFs manually today or send them through an integration path as part of their intake flow.
POST/api/reports
patientAlderton, Wren
fileblood-panel-2026-04-22.pdf
statusqueued for extraction
2 Extract
Parse biomarkers into structured rows.
Each result is extracted into a consistent schema with the original label, value, unit, range, and the source report date.
Glucose, Fasting103 mg/dL
Hemoglobin A1c5.9 %
TSH, 3rd gen4.82 uIU/mL
Vitamin D, 25-OH24 ng/mL
3 Review
Keep a human in the loop before approval.
Reviewers compare extracted biomarkers to the source PDF, correct anything uncertain, and approve the reviewed set.
Mapped biomarkerVitamin D, 25-OH
Value24
Standard unitng/mL
Review statusNeeds confirmation
4 Deliver
Export approved results where they need to go.
Once approved, the data is ready for CSV, JSON, or API delivery into the systems your team or product already depends on.
jobEX-00118
formatJSON
scopeApproved report
deliveryAPI destination
Product walkthrough
See the workflow your team would actually run.
The product is built around operational work: what needs review now, what changed, and what is ready to go downstream.
Core workflow
Review workspace
This is where extracted data becomes trusted operational data: compare rows against the source PDF, correct uncertainty, and approve the reviewed set before it moves downstream.
PDF context
Keep the source report in view while you validate extracted rows.
Row correction
Fix mapped biomarkers, values, and units before approval.
Approval gate
Only the reviewed result set is eligible for downstream delivery.
Queue-first home
Operational dashboard
Open to the work that needs attention now instead of a generic landing page.
Review6 reports need reviewer attention
Ready12 reports are approved for export
Invite1 teammate is still awaiting acceptance
Approved outbound
Export and delivery
Route reviewed results onward in the format and scope your downstream system expects.
- format
- JSON
- scope
- Approved report
- destination
- API consumer
Who it's for
Built for teams operationalizing blood-test PDFs.
Clinics
Operationalize external blood-test PDFs without routing everything through manual re-entry or a brittle spreadsheet handoff.
Longevity practices
Scale premium preventative-health workflows while preserving reviewer oversight on the biomarker data patients actually see.
Health products and apps
Add reviewed blood-test PDF ingestion and API delivery to your product instead of building the full review workflow in-house.
Why teams buy it
Serious workflow design without the manual overhead.
Reduce manual entry
Move from incoming PDF to structured result set without turning clinicians or ops staff into data-entry operators.
Keep reviewer control in the loop
Approval happens after review, so your exported data reflects a workflow your team can actually trust.
Standardize structured outputs
Deliver a clean, predictable format to spreadsheets, internal tools, or product integrations downstream.
Separate roles and access cleanly
Use organization-aware access and member controls so work stays scoped to the right workspace and team.
Security and control
Built for sensitive health-data workflows.
The landing page promise is simple: give teams structure, review gates, and traceability from the first workspace onward.
Need the buyer-facing version? Read the full security overview.
Organization-scoped access
Each workspace is isolated for the team operating those reports, members, and exports.
Approval before release
Reviewed results are approved before export so the workflow has a clear operational checkpoint.
Trace activity across the workflow
Invites, report actions, review events, and export transitions can be surfaced through a durable activity stream.
Manage who can do what
Workspace owners can invite teammates, control access, and keep sensitive health-data work inside a defined boundary.
API for health products
Add reviewed blood-test ingestion to your product.
Use the workspace to review and approve blood-test PDFs, then deliver structured results into your app through API output. That gives product teams a practical path to ingestion without rebuilding the reviewer workflow first.
- Review the PDF workflow in a secure workspace before data ships.
- Keep the same reviewed schema across clinic-facing and product-facing use cases.
- Deliver approved results outward only after the human review step is complete.
Approved result payload
{
"patient": "WA-10421",
"report_date": "2026-04-22",
"status": "approved",
"biomarkers": [
{
"name": "glucose_fasting",
"value": 103,
"unit": "mg/dL"
},
{
"name": "vitamin_d_25oh",
"value": 24,
"unit": "ng/mL"
}
]
}FAQ
The questions teams ask before they put this into their workflow.
Is this an EMR or patient portal replacement?
No. Test2Sheet Enterprise is a review layer for blood-test PDF ingestion. It helps teams turn reports into reviewed structured data, then export that data into the systems they already use.
Can reviewers correct parsed biomarkers before export?
Yes. The review workflow is designed for a human to confirm the extracted result set, adjust values or units when needed, and approve the reviewed data before it is exported.
What output formats do you support?
The product story is centered on CSV, JSON, and API delivery so approved data can move into operational spreadsheets, internal tools, or health-product workflows.
Is this only for clinics?
No. Clinics are a strong fit, but the same workflow also applies to longevity practices and software teams that need reviewed blood-test PDF ingestion in their product.
How would API delivery work for health products?
The intended model is straightforward: reports enter the review workflow, a reviewer approves the extracted results, and your product receives the approved structured output through API delivery.