Ayraa

Ayraa combines two retrieval methods. Recent activity gets crawled and cached, which supports semantic search and fuzzy keyword matching that survives typos. Older material is reached through each app's native search API, so the index doesn't have to hold every message ever sent. In practice, you can describe what you want without recalling the exact wording, and still pull up a years-old document when you need it.

The search box doubles as a question and answer interface. Ask what the refund policy is, or who owns the billing service, and the assistant replies in plain language and cites the messages and documents it used. That citation habit matters in a workplace tool. A wrong answer is easy to spot when the source sits next to it, and a right answer can be forwarded to a colleague without a second round of checking.

This is the part that separates Ayraa from a plain enterprise search tool. You describe an outcome in ordinary language, and the system plans the steps, generates the tools it needs, connects the relevant APIs, and runs the job. A safe mode previews each action before it touches live data. Workflows can run on demand, daily, or weekly, and certified templates cover common sales, product, engineering, and HR tasks.

Collections are shared folders for links, files, documents, and short reference cards. The difference from a bookmark folder is the review step: a person confirms that an answer is current before it becomes part of the shared set. Teams use them for policies, onboarding paths, and recurring customer questions. Once a Collection exists, both search and the chat assistant can draw on it, which keeps the verified answer ahead of random old chatter.

Ayraa records calls on Google Meet, Zoom, Microsoft Teams, and Slack Huddles, then produces a transcript with an executive summary, key points, and action items. The transcript becomes searchable, so a decision made in a call shows up later when someone asks about it. Recording once instead of scheduling a second meeting is the pitch, and for teams with packed calendars it's a real time saver.

The Slack bot brings search and answers into a channel, follows stalled threads, and summarizes long discussions. The Chrome extension summarizes long pages, answers questions about the page in front of you, and caches it for follow-up questions. Desktop apps for Windows and macOS put the same assistant in a small overlay that stays available while you work in other windows.

Admins decide which apps are searchable for the whole workspace, and each employee can trim that list further. The design keeps data visible only to people who already had access in the source app, which is the question every IT reviewer asks first. Ayraa reports SOC 2 Type 2 and CASA Tier 2 certification, runs on AWS, supports single sign on, and has been penetration tested by an outside firm.