Context shift
Illustrative before/after narrative for this scenario — not a verified client outcome claim.
Before
Agents answer the same questions repeatedly across email, chat and CRM. Knowledge lives in PDFs, Notion pages and senior staff memory.
After
A review-first console cites sources, drafts replies for agent approval, and routes escalations with an audit trail.
Drag the slider to compare before and after
No fabricated performance percentages are shown for this case. Qualitative delivery outcomes are listed below.
Delivery approach
How Novatelia Studio typically executes this class of engagement.
Phase 01
Knowledge audit
Map support sources and escalation paths.
Phase 02
Assistant UX
Design review-first workflow so agents stay in control.
Phase 03
Integration layer
Connect CRM, helpdesk and citation-backed retrieval.
Phase 04
Launch & tuning
Pilot with real tickets; refine prompts under human review.
Challenge
Support teams were overloaded with repetitive questions and fragmented context.
Approach
Novatelia Studio designed an AI console with review paths, source citations and escalation rules.
Delivery outcomes
- Review-first agent workflow
- Citation-backed answers
- Escalation rules documented
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