AI Automation Customer Support B2B SaaS

Orbix automated 78% of support tickets with Vexlora

How a 340-person SaaS company slashed support costs, 4x'd response time, and freed their team to focus on complex, high-value customer work.

78%
Ticket deflection rate
4x
Faster response time
$1.2M
Annual cost savings
96%
Customer satisfaction
AI Inbox
342 resolved
Deflection Rate
2.1s
Avg response
96%
CSAT score
Models
4 active
The Challenge

A support team drowning in repetitive tickets

Orbix's support volume had grown 340% in 18 months as their product scaled from 2,000 to 28,000 customers. Their 24-person support team was handling over 4,200 tickets per week — 73% of which were the same 12 types of questions.

First-response time had ballooned to 9.2 hours. Customer satisfaction had dropped from 94% to 81%. Three senior support engineers had left in six months, citing burnout from repetitive work. Leadership needed a solution that didn't require tripling headcount.

4,200+ tickets/week — growing 20% month-on-month
9.2 hour average first-response time
CSAT dropped 13 points in 12 months
3 senior engineers left due to burnout
9.2 hrs
Average first response time
24 agents
Required to manage volume
81% CSAT
Customer satisfaction score
$2.1M/yr
Total support cost

1
Ticket ingested from Zendesk / email / chat
2
Vexlora AI classifies intent + drafts response
3
High-confidence → auto-send. Low-confidence → human queue with AI draft
4
Feedback loop retrains model every 14 days
The Solution

A three-layer AI automation stack — deployed in 6 weeks

Vexlora's team worked with Orbix to build a tiered automation system that handled the 12 most common ticket types without any human involvement — while intelligently escalating complex issues to the right agent with an AI-drafted response already prepared.

The system was connected directly to their Zendesk instance, knowledge base, product documentation, and order management system — giving the AI everything it needed to resolve tickets accurately on first contact.

Intent classification across 47 ticket categories with 94% accuracy
RAG pipeline over 2,400 knowledge base articles and product docs
Confidence scoring: auto-send above 91%, human review below threshold
Bi-weekly model retraining on new ticket resolutions and agent feedback
Full integration with Zendesk, Slack, and internal order management API
The Results

Numbers that changed
everything

After 90 days of deployment, Orbix's support operation looked completely different — at lower cost and with higher customer satisfaction.

78%
of tickets fully resolved by AI with no human intervention
2.1s
average first-response time (down from 9.2 hours)
$1.2M
annual savings in support staffing and tooling costs
96%
CSAT — up 15 points from 81% pre-deployment
6 wks
from contract signed to full production deployment
0
agent attrition in the 12 months following deployment

"We went from a support team that was exhausted and churning, to one that handles twice the volume with half the stress. The AI doesn't just resolve tickets — it makes our human agents more effective when they do get involved. Vexlora delivered in 6 weeks what we thought would take 18 months to build."

AK
Arjun Kapoor
CTO, Orbix Labs
Technology Stack

Built on Vexlora's AI automation platform

The entire solution runs on Vexlora's no-code workflow canvas — no custom infrastructure, no MLOps team required. Orbix's product team built and deployed the initial version themselves after a 3-day onboarding.

Vexlora Workflow Canvas — no-code automation builder
Vexlora RAG Engine — document ingestion and retrieval
Zendesk, Slack, and REST API integrations via native connectors
Vexlora Analytics — real-time deflection, CSAT and cost dashboards
After Vexlora
2.1s
Average first response time
14 agents
Handling 2× the previous volume
96% CSAT
Customer satisfaction score
$0.9M/yr
Total support cost (57% reduction)

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