Staff keep hunting for answers.
A knowledge agent answers staff questions from your own documents, shows the source, and flags the questions your documents can't answer.
What's happening now
The answer exists somewhere: a policy PDF, an old email, a contract, a shared drive. Staff ask the same senior people the same questions, and new starters take a long time to find their feet.
About a fifth
McKinsey Global Institute (2012) estimated that knowledge workers spend about a fifth of their workweek searching for and gathering information.
The agent we'd build
This is the one-page blueprint you'd approve in the audit.
Knowledge agent
For staff hunting for answers
- Goal
- Give staff a quick answer from your own documents with the source shown, and flag questions the documents can't answer.
- Knows
- The handbooks, policies, contracts, product sheets and FAQs you approve, kept up to date.
- Can do
- Search the approved documents, answer with the source shown, draft replies, log gaps for the right team.
- Hands over when
- The documents don't contain the answer. It says so, flags the gap and does not guess.
- Measured by
- Time to answer, share of answers with a source, gaps flagged.
How a conversation goes
- Staff member
How many days of leave can I carry over to next year?
- AI
Up to 5 days, to be used by 31 March. Source: Leave Policy 2026, section 4.3.
- Staff member
Can I take unpaid leave for a course?
- AI
I can't find that in the documents I've been given, so I won't guess. I've asked HR to confirm, and the answer will be added for next time.
Gap flagged for HR
Illustrative example, not a client case.
What we'd measure in the pilot
Agreed with you before the pilot starts, and reported back at the end.
Time to answer
How long staff wait for an answer, compared with asking a colleague.
Share of answers with a source
How many answers point to the exact document and section.
Gaps flagged
Questions the documents couldn't answer, sent to the right team to fill.
How to start
Audit
- Price
- from $750
We map the job, check your tools and data, and write the one-page agent blueprint you approve.
Build sprint
- Price
- from $3,500
We connect the documents you approve and launch the agent for one team first.
Other bottlenecks
- Support agent
Our support inbox is overloaded
Resolve routine questions and actions, and hand the rest to your team with the full story.
See this use case - Workflow agent
We retype documents and data by hand
Read, check and enter documents, with a person reviewing anything unusual.
See this use case - Chat and voice qualification agent
New enquiries wait too long for a reply
Reply to every new enquiry straight away and book the right ones into your calendar.
See this use case
Tell us what's piling up
Tell us which job you'd like an agent to take off your team's plate. We'll reply by email to set up a 20-minute call.
Email hello@drayaailab.com with a line about the work you'd like to hand over, and we'll reply to set up a call.
