Solutions
Make the work you know work better.
Build internal agents around a real question, a recurring task or an overlooked exception. Start with a useful result and a team that needs it.
AskHub
Ask a question. Get the answer and its source.
AskHub is a team assistant for everyday questions about policies, figures and how things are done. It answers from the Hub’s shared knowledge and connected systems, in web chat or the channels your team already uses.
- For everyone on the team
- Result: a plain answer with its source
- Owner: someone who keeps the knowledge current
- Web
- Slack
- Telegram
The reporting guide uses a Monday-to-Sunday reporting period from next week.
- Keep the current report on its existing period.
- Use the updated definition for the next cycle.
Daily Reports
The day’s picture, ready before the first meeting.
Daily Reports runs on a schedule. Each weekday it gathers sales, cash and operations figures, notes what changed and what needs attention, and saves a report for leadership.
- For leadership and department heads
- Result: what changed, what needs attention and the figures behind it
- Runs on the schedule you set, weekdays by default
Summarize the changes and connect each finding to a source. Separate observations from proposed actions.
Watchtower
Notice the exception. Explain it. Give it an owner.
Watchtower checks your metrics on a schedule. Plain code decides whether a threshold was crossed, and the model only explains the breach. Each run appears in the Console, and the on-call team can ask Watchtower about the report in chat.
- For on-call engineers and operations leads
- Code decides the breach. The model explains it.
- Each breach is reported once, not on every run
Checkout slowed and began failing after the 09:45 deploy. Latency and errors are both over their thresholds.
- checkout p951,949 msLimit 800 ms
- checkout errors5.5%Limit 2%
- search, authSteadyp95 191 ms, 101 ms
- Likely cause
- The 09:45 deploy upgraded the payment provider client.
- Check first
- That client’s timeouts and error responses since the deploy.
Detected by code against your thresholds. Explained by the model.
Pick one to start
Start with the work your team repeats most.
Each solution begins from an open-source template. Adapt it yourself, or ask us to build it with you.

