Section 01 · 01 — Quality Improvement
From the field
Quality teams, finally measured.
Lede
AI infrastructure that replaces paper, spreadsheets, and quarterly reviews for hospital quality.
Hospital quality is still run on paper surveys, spreadsheet audits, and once-a-year CBAHI prep. Our Quality Improvement arm builds infrastructure that gives quality directors signal in real time, in Arabic, and aligned with the standards they actually report against.
§01 · Thesis
How we frame this arm
Why quality teams are stuck
Quality leadership in Saudi hospitals is asked to influence outcomes they can barely observe. Paper surveys return at 15–20%. CBAHI cycles consume months of senior time. Patient experience signal is scattered across Google reviews, Hakem, and complaint inboxes. The data exists — it's just unusable.
- 01Voice-first capture so patients respond at the moment of experience, not weeks later.
- 02Arabic-native sentiment and theming — not translated, natively processed.
- 03Reports aligned to CBAHI ESRs by default, so the system speaks the language of the auditors.
§02 · Active across
Selected fieldwork
Each area maps to one or more active engagements — deployed product, hospital pilot, or research collaboration. Specifics are shared with partners under conversation.
§04 · Get in touch
We reply within 48 hours
See it in your hospital.
We run focused, time-boxed pilots with quality and operations leadership.
→Request a demo