← Presentations
Bonsai Labs

Operational AI Discovery Read-out

The two priority quadrants

Service and back office

BONSAI LABS

Service Optimization

  • Glia auto-summaries are well regarded, but do not push to Salesforce, so reps re-key call type, reason, and verification by hand and batch-close at day's end.
  • Half of inbound is 'send me a link'; the chatbot ships this week and the ceiling is knowledge-base coverage, 15 to 20 percent today.
  • One Schwab rejection drove 26 inbound chats in a day with no outage banner anywhere in the queue.
  • Flagship: Glia-to-Salesforce after-call consolidation, the highest-leverage quick win.

Back Office Operations

  • About 13 percent of forms bounce to rework on a 24-hour clock; the sub-trade form already proved front-end validation cuts NIGO.
  • Address changes are the volume king: about 200 a day, each retyped from Schwab into Orion Connect with no data feed back.
  • Pending-funding auto-close is the cleanest candidate: both checks already live inside Orion.
  • Flagship: the form-completeness check (no PII, no writes, soft prompt), the pattern-setter for everything after.

Posture throughout: side-panel suggestions before any auto-resolution, soft prompts before hard blocks. Intake absorbs the error rather than punishing the advisor.