How Reema's Team Resolved Support Queries 4× Faster with SmartCall

From 18 Minutes to Under 4. 55% Higher CSAT.

How a leading financial services firm's Customer Success team eliminated manual knowledge searches, automated CRM updates, and cut ticket resolution time from 18 minutes to under 4 minutes - using SmartCall's autonomous AI agent.

Faster Resolution

18 min → under 4 min per query

78%

Less Manual Search

AI retrieval in under 2 seconds

87%

Auto Ticket Creation

1-click confirm, zero data entry

Client Profile

Reema leads the Customer Success team at a leading financial services firm managing institutional client relationships across products including trade finance, treasury management, and compliance reporting services.

Industry: Financial Services
Team: Customer Success & Support Operations
Contact: Reema, Head of Customer Success
Volume: 300+ client queries per day across 12 agents

Business Challenges

  • Agents spending 60–70% of call time searching internal knowledge bases
  • CRM records updated manually after each call - often incomplete or delayed
  • Support tickets created manually, causing routing delays and missed SLAs
  • Inconsistent answers across agents due to fragmented knowledge sources
  • High agent burnout from repetitive manual data entry during live calls
The Problem

Agents Were Navigators, Not Advisors

Reema's team was skilled at client relationships - but during every call, agents were forced to context-switch between four or five systems: the internal knowledge base, the CRM, the product documentation portal, the ticketing system, and the call interface. By the time they found the right answer, the client had already waited too long.

Manual CRM updates and ticket creation after every call added 8–10 minutes of post-call administrative work per interaction. With 300+ queries per day, this was consuming thousands of hours of productive capacity monthly - and client satisfaction was suffering as a result.

The LuMay Solution

SmartCall - AI Agent for Real-Time Knowledge, CRM & Ticketing

LuMay deployed SmartCall, an autonomous AI agent that operates alongside customer success agents during every interaction. SmartCall listens in real time, retrieves the most relevant knowledge base answers instantly, pulls live CRM context for the client on the call, and automatically creates or updates support tickets - all without the agent needing to switch a single screen.

1

Real-Time Knowledge Retrieval

SmartCall detects the client's query context and instantly surfaces the most relevant answers from the internal knowledge base - ranked by confidence and product relevance.

2

Live CRM Context Pull

As the call begins, SmartCall retrieves the client's full CRM profile - account history, open issues, product subscriptions, and prior interactions - giving the agent complete context within seconds.

3

Autonomous Ticket Creation

SmartCall automatically drafts and creates a support ticket from the call summary - pre-populated with issue type, priority, and routing - requiring only one-click agent confirmation.

The Transformation

Before SmartCall vs. After SmartCall

Before: Manual Agent Workflow
Avg Resolution Time
18 minutesPer query
Knowledge Search
Manual3–4 systems to search
CRM Access
Manual lookup2–3 min delay
Ticket Creation
Manual post-callOften incomplete
Post-Call Admin
8–10 minPer interaction
Answer Consistency
VariableAcross agents
After: SmartCall AI Agent
Avg Resolution Time
Under 4 min4× faster
Knowledge Search
Instant AIZero switching
CRM Access
Auto-surfacedAt call start
Ticket Creation
87% auto-created1-click confirm
Post-Call Admin
Under 60 secFully automated
Answer Consistency
UniformAI-sourced from single KB
Measured Outcomes

Reema's Results vs. LuMay Benchmarks

Every metric exceeded LuMay's published performance benchmarks - delivering compounding ROI from day one.

Faster Query Resolution
18 min → under 4 min per query
↑ LuMay Benchmark: 3–5×

Average resolution time dropped from 18 minutes to under 4 minutes - a 4× improvement that directly maps to LuMay's 3–5× faster workflow benchmark. Agents now spend their time on relationship-building, not searching.

  • 18-minute average call time reduced to under 4 minutes
  • Agents handle 4× more queries per shift without additional headcount
  • First-call resolution rate improved significantly
55%
Higher CSAT Score
NPS increased 28 points post-deployment
↑ LuMay Benchmark: 40–60%

Client satisfaction scores jumped 55% as clients experienced faster, more accurate, and more consistent responses. Agents freed from manual searching could fully focus on the client conversation.

  • Client escalations reduced by 62% in the first quarter
  • Consistent, AI-verified answers eliminated conflicting responses
  • Agents reported significantly lower stress and higher job satisfaction
87%
Tickets Auto-Created
300+ tickets per day, zero data entry
↑ LuMay Benchmark: 87%

SmartCall autonomously generates 87% of all support tickets directly from call context - pre-populated with issue classification, priority level, and routing rules. Agents confirm with a single click.

  • Ticket accuracy improved - AI captures all details from live call context
  • SLA compliance improved as tickets route instantly during the call
  • Post-call admin time reduced from 8–10 min to under 60 seconds
78%
Less Manual Search Time
Knowledge retrieval in under 2 seconds
↑ LuMay Benchmark: 3–5× Faster

Knowledge retrieval - previously the single biggest time drain in each interaction - was reduced by 78%. SmartCall delivers ranked, confidence-scored answers from the knowledge base in under 2 seconds.

  • Knowledge base queries answered in under 2 seconds vs. 4–6 minutes manually
  • Unified knowledge source eliminates inconsistency between agents
  • New agent onboarding time reduced as AI handles knowledge retrieval

Before SmartCall, my team was spending more time searching for information than actually helping clients. Now SmartCall surfaces everything they need in real time - the right answer, the client's CRM history, and the ticket is already drafted before the call ends. Our CSAT scores have never been higher, and my team actually enjoys their work again.

Reema Rochelle
Head of Customer Success - Financial Services
Strategic Impact

From Reactive Support to Proactive AI-Powered Success

Reema's team transformation with SmartCall is proof that AI-powered workflow automation delivers compounding ROI across people, process, and client experience simultaneously. A single SmartCall deployment reduced resolution times by 4×, increased CSAT by 55%, automated 87% of ticket creation, and freed 78% of agent time from manual knowledge retrieval.

This is not a productivity tool - it is a capability multiplier. LuMay's autonomous AI agents don't just help customer success teams work faster; they elevate what those teams can deliver entirely.

Faster Resolution
55%
Higher CSAT
87%
Auto Ticketing
78%
Less Manual Search
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