QASWAThe problem
One executive ran 50+ meetings a week and tracked action items by copy-pasting them into OneNote — any meeting she missed made its to-dos invisible, and every decision needed a four-stage communication cascade drafted by hand. The CEO had the opposite problem: a full calendar and inbox, and no way to see before the day started which few things actually needed him.
What we built
AI Efficiency Platform
Pulls to-dos, decisions and risk-tagged insights out of meeting content and drafts the cascade in the right voice for each audience. To-dos come out with owners and deadlines, sources attached, and the drafts wait for her to edit and approve.
Chief of Staff
Reads the signed-in executive's own mail, calendar and chats and lays out a two-minute morning briefing — what needs him, why, and a drafted reply for each.
“Qaswa has delivered five platforms for us across four departments, all running inside our own Azure environment. What stands out is the discipline: every number ties back to the source, and nothing changes in our systems unless one of our people approves it.”
Farhan Khan, CEO, Heritage Communities · 
How a draft becomes an action
- Your sourcesMeetings, mail, calendar, chats — already landing
- ExtractIn your tenant, on your own AI resource
- StageNothing sends — it waits
- You approveA person reads it and decides
- Action + auditLogged and recallable
Every step runs with the signed-in person's own permissions. The pipeline can only ever stage — it cannot send.
Security and control
- Delegated permissions only: the app registration holds zero secrets and zero certificates, and the tenant-wide mailbox roles were deliberately removed
- It can stage a reply in your own Outlook Drafts and nothing more — no send permission exists, so auto-sending is structurally impossible
- Document search runs through Microsoft Graph, permission-trimmed — it can never surface a file the reader couldn't already open
- Occupancy is read from the finance team's own reporting view, so the briefing can't disagree with their numbers
- If it can't cite a source for a claim, it doesn't make the claim — and if it isn't sure, it asks