Sprinter· AI Pre-Visit Synthesis

Rosa M. Delgado

DOB 1951-03-22 · 75F · Medicare Advantage + Medicaid (dual-eligible) · First encounter
Type 2 Diabetes CKD Stage 3 CHF Hypertension Polypharmacy · 9 meds Lives alone · fall risk noted
Pre-visit readout
5records reviewed
2things to verify
1record missing
2care gaps

Clinical picture

// every line shows where it came from · tap a record to see it

Tip: lines marked “Verify” have something to confirm — tap the line to see the detail.

Long-standing type 2 diabetes, on metformin and glipizide. Glycemic control has worsened over the past year.
From: EHR From: Claims Confirmed in records
What needs fixing?
Value is wrong Something’s missing Out of date Can’t place the source
One tap files a labeled correction — no typing required.
Two different recent A1c results on file. They disagree by 1.4 points — control may be worse than the EHR alone suggests.
From: EHR lab From: HIE lab feed Verify with patient
⚑ Two sources disagree — shown side by side, not merged
EHR · drawn 2026-02-10A1c 7.8%
HIE feed · drawn 2026-04-02A1c 9.2%
→ Confirm with the patient which is most recent. Both are shown with their date and source — neither was chosen for you.
What needs fixing?
Value is wrong Something’s missing Out of date Can’t place the source
One tap files a labeled correction — no typing required.
CKD Stage 3a (eGFR 52). Review renally-cleared medications; metformin dose is in range but near the point for re-evaluation.
From: EHR · nephrology note Confirmed in records
What needs fixing?
Value is wrong Something’s missing Out of date Can’t place the source
One tap files a labeled correction — no typing required.
Medication list may be out of date. EHR lists lisinopril 20mg, but pharmacy shows no refill in 8 months — possible stop or adherence gap.
From: EHR med list From: Pharmacy fills Verify with patient
⚑ EHR and pharmacy don’t match
EHR med list · updated 2025-08Lisinopril 20mg active
Pharmacy fills · last 8 moNo lisinopril fill
→ Confirm with the patient whether they’re still taking lisinopril. Shown as a mismatch — not quietly merged into one answer.
What needs fixing?
Value is wrong Something’s missing Out of date Can’t place the source
One tap files a labeled correction — no typing required.
CHF, preserved EF. No hospitalization in the last 12 months per claims. Daily weights and sodium counseling are part of the standard pathway.
From: Claims Confirmed in records
What needs fixing?
Value is wrong Something’s missing Out of date Can’t place the source
One tap files a labeled correction — no typing required.

What I couldn’t confirm

// shown honestly, never guessed
No recent cognitive or depression screening on file. The intake form for this visit wasn’t returned, so social and functional status is unconfirmed.
Intake form · not received Couldn’t verify — please assess in visit
Add what you found
I have this info Still unavailable
Captured so the next pre-visit doesn’t miss it.

Records & how recent // the data picture

EHRApr 2026
ClaimsMar 2026
HIE lab feedApr 2026
Pharmacy fills8-mo gap
Intake formnot received

Care gaps

OVERDUEDiabetic eye exam — last on file 2023. Flagged for quality measure; shown, not acted on in V1.

How reliable is this?

SourcedAll but 1 line
Every line traces to a record. The one that doesn’t is under “What I couldn’t confirm.”
Nothing important skippedComplete
All the areas this visit type should cover were pulled in where the records had them.
Disagreements caught2 found, both shown
When records conflicted, both were surfaced for you — none were quietly merged.
Quality holding steadyStable
Output quality is monitored over time; this summary is within our normal range.

Your input makes it better

Each Looks right and each Fix is saved as a specific correction — so the next pre-visit summary gets sharper.
0 corrections logged this session
Prototype · fully simulated data, no live model call. Patient is fictional. The point of V1 is trust: nothing is stated without showing where it came from, disagreements are surfaced rather than merged, missing and stale records are visible, and the NP’s one-tap corrections feed the loop.
confirmed in records verify — conflict or out of date couldn’t confirm

Rosa M. Delgado

Same patient · viewed through the matured AI Care Console
V2 vision · not yet shipped
From picture → to action
5things to verify
3care-plan steps
4recommended actions
↑shared with virtual NP

Pre-visit verification checklist

// built from the summary · V2

Built automatically from V1’s conflicts, out-of-date data, and gaps — so the NP walks in knowing exactly what to confirm. Tap to check off.

✓
Confirm most recent A1c with patient
Two labs disagree EHR 7.8% vs HIE 9.2%
✓
Verify lisinopril adherence
No pharmacy fill in 8 months EHR ↔ pharmacy mismatch
✓
Complete cognitive + depression screen
No screening on file; intake form missing data gap
✓
Schedule overdue diabetic eye exam
Last on file 2023 quality measure
✓
Assess home fall risk
Lives alone; Sprinter flagged environment home & social

Care plan + recommended next actions

// V2
Today — in-home visit
Resolve the two data conflicts, complete missing screens, capture home environment.
Recommended · Order STAT A1c to settle the conflict
Within 2 weeks
Nephrology-aligned med review for CKD 3a; reconcile lisinopril status.
Recommended · Route med review to virtual pharmacist
Close the loop
Confirm eye exam booked; share outcomes with the health plan for quality + risk adjustment.
Recommended · Auto-prepare the health-plan summary

Which visits matter most

Sprinter already plans routes by location. The Console adds clinical urgency — so the day is ranked by who needs attention most, not just who’s nearby.
1
R. Delgado
A1c conflict + 8-mo med gap
high
2
J. Okafor
CHF, recent weight gain
high
3
M. Tran
2 overdue screenings
med
4
S. Brooks
Stable, routine
low

Shared with the virtual NP

The same trusted summary follows the patient into the virtual visit — so the remote NP isn’t starting from scratch. One source of truth, every touchpoint.
Prototype · fully simulated data, patient is fictional. V2 shows the matured product surfaces built on the V1 summary. Switch back with V1 · Ships now above.

Where this came from