AI Service Analyst
The analyst your service operation is ready for
Your Service Intelligence dashboards show you what’s happening. Service Analyst is your AI-powered analyst that helps you understand why and where to act next.

Built on your data. Ready to go deeper.
Managing services across multiple locations, it’s easy to react instead of anticipate. Service Analyst lets you ask questions and get answers from your data in seconds.

Your dashboards, taken further

Answers in plain language

Clarity on where to act next
Built for service-intensive industries
The next step in your service intelligence journey
Your dashboards give you the foundation. Service Analyst adds a conversational AI layer that helps you go from tracking performance to understanding it.
Make sense of your entire operation at once
Running a service across multiple teams and locations means a lot of signals competing for attention. Your dashboards show you the data and Service Analyst helps you see across it.
With Service Analyst, you can:
Compare visitor volumes and wait times across locations, services, and time periods
Review team performance to see where things run well and where support is needed
Spot patterns in your busiest periods, seasonal shifts, and visit reasons
One question. One coherent answer.

Ask questions the way you actually think
Service Analyst lets you ask in plain, conversational language — no report building, no queries.
Questions like:
“What was our busiest day last month?”
“How does Location A compare to Location B on wait times?”
“Which clerk had the highest no-show rate last week?”
“Show me visitor volume trends for the past six months.”
Follow up naturally (“break that down by service” or “now show it as a chart”) and keep going deeper without starting over.

Quickly share what you find
Insights create value when they reach the right people. Service Analyst makes it easy to turn analysis into something shareable:
Excel exports for operations reviews and planning
PDF reports for leadership briefings
Charts and tables generated on request, right in the conversation
From monthly performance reviews to quick regional updates, ready in minutes.

See what’s shifting before it becomes a problem
The most important signals often don’t stand out on their own; gradual shifts in wait times, inconsistencies across locations, patterns that only appear when you compare periods side by side.
Service Analyst helps you catch those signals early:
Locations drifting from your performance benchmarks
Inconsistencies in service times across teams
Changes in visitor behavior over time
The goal isn’t more data. It’s a sharper understanding of the data you already have.

Your data always stays secure
Your data is never used for model training and never shared outside your organization. Service Analyst follows the same enterprise-grade security controls as the rest of Qminder; it can only see what your team is already authorized to see.
GDPR compliant
HIPAA ready
SOC 2 Type II certified
Enterprise-grade access controls
Read our Service Analyst compliance documentation → Security

The results
Trusted by enterprises like AT&T, Verizon, Uber, Apple, and more - over 1+ billion service interactions powered.
Reduce no-shows up to 75%
Decrease wait times up to 50%
Increase CSAT up to 97%

Ask about wait times, team performance, or trends across locations and get clear answers without building a report.
Available as an add-on to any plan
Service Analyst is a paid add-on to any Qminder plan. Every plan includes:
Unlimited locations
Unlimited visitors
Unlimited service lines
Unlimited users
FAQ
Service Analyst is Qminder's AI-powered analytics assistant for in-person service operations. It lets teams ask questions about their service data in plain language and get clear, contextual answers about visitor volumes, wait times, team performance, and trends across all locations. It is available as an add-on to any Qminder plan .
They work together. Your Analytics and Service Intelligence give you dashboards, reports, and performance views: a strong foundation for tracking what's happening across your locations. Service Analyst adds a conversational AI layer on top of that foundation. Instead of navigating reports manually, you ask a question and get a synthesized answer that draws from all your data at once. It's the natural next step for teams that are already making good use of their data and want to go deeper.
Service Analyst is built for operations managers, heads of customer experience, and regional leaders who want to understand service performance across teams and locations, without waiting on a data analyst or building custom reports from scratch. It's particularly well-suited to retail, healthcare, government, banking, and other service-intensive industries operating across multiple locations.
You can ask about visitor volumes, wait times, service durations, team performance, clerk-level stats, visit reasons, label breakdowns, location comparisons, and trend analysis. You can also request exports in Excel or PDF format directly from the conversation. Example questions include: " What was our busiest day last month? ", " Which location had the longest wait times this quarter? ", and " Create a weekly scorecard for my team ."
Yes, your data is secure. Service Analyst uses AWS Bedrock for AI inference and your data never leaves the AWS network and is never used for model training. All queries follow the same row-level security controls as the rest of Qminder. Qminder is SOC 2 Type II, HIPAA, and GDPR compliant. Read the full compliance documentation →
Nothing extra is needed. Service Analyst is available directly within your Qminder dashboard under Data Insights and it works with the data Qminder is already collecting for you.
Service Analyst is available as a paid add-on to any Qminder plan: Business, Premium, or Enterprise. Speak to your account manager or book a demo to find the right fit for your organization.




