
New England CareFlow LLC
See the wholepatient story
Clinical visualization for critical-care nursing documentation.
What we do
New England CareFlow builds research tools for critical-care nursing documentation. Our first, Visual Notes, restructures the narrative notes nurses write into a body-system chart — so a patient's story reads at a glance instead of being reassembled from paragraphs.

Visual Notes
Narrative notes in, a structured chart out — and every fact on it links back to the exact sentence it came from.
Our team

Maryum Zaidi
Co-Founder & Chief Executive Officer

Syed Naveed Zaidi
Co-Founder & Chief Technology Officer

Jawad Hassan
Digital Innovation & Web Operations Specialist

The research
In a pilot study, critical-care nurses reviewed the same patient admission as written notes and as a visual note.
- Critical-care nurses
- 41
- Critical-care nurses
- Perceived workload
- −44%
- Perceived workload
- Subscales improved
- 6 / 6
- Subscales improved
How it works
- 01
Segment
Notes are split on the section headers nurses already write — NEURO, RESP, CV. No AI involved.
- 02
Extract
Each section is mapped onto a fixed set of fourteen body systems, identical for every patient.
- 03
Ground
Every fact keeps a link to the exact words it came from, and is checked against the source.
- 04
Cover
Sentences left unused get a second pass, so nothing is quietly dropped.
- 05
Render
The verified result is drawn the same way every time — same notes, same chart.

Built around nurses
Nurses already label their notes — NEURO, RESP, CV, GI. Visual Notes starts from those headers, so the chart follows the way nurses actually write.
