BI Acceleration

Qlik AI Coach: Maximize Dashboard Adoption

Turn your underutilized Qlik dashboards into daily operational habits. We integrate a native AI layer with access and data use agreed before deployment. It provides contextual guidance inside your dashboards.

90%

Onboarding Time Drop

$1.2M+

Annual OpEx Saved

100%

Native Integration

Agreed

Data boundaries

Legacy vs. Modern

Solving the BI Adoption Failure

Legacy Challenges

  • Low ROI: Teams ignore expensive Qlik apps and revert to fragmented spreadsheets.
  • Support Bottlenecks: Data analysts waste 40% of time answering basic navigation queries.
  • Slow Time-to-Value: New employees require weeks of manual training.

Modern AI Infrastructure

  • High Active Usage: Interactive guidance ensures users find data within seconds.
  • OpEx Reduction: AI handles tier-1 support, freeing engineers for ETL work.
  • Instant Onboarding: New hires are productive on Day 1 with AI guidance.
How We Work

The Adoption Pipeline

1. Behavioral Audit

Map user interactions and identify specific navigation bottlenecks preventing dashboard adoption.

2. Native AI Integration

Deploy a contextual AI assistant directly inside your Qlik Sense environment.

3. Automated Onboarding

Interactive guides and ad-hoc query answering eliminate the need for senior analyst support.

Core Features

What We Deliver

Enterprise-grade AI coaching engineered for Qlik environments with measurable adoption ROI.

Contextual In-App Guidance

Eradicate dashboard confusion with on-demand, natural-language explanations directly within the Qlik UI.

  • On-demand metric explanations
  • Natural-language interface
  • Seamless Qlik integration
UX OptimizationAdoption
walkthrough
Auto-generated

Automated Walkthroughs

Replace static PDF guides with dynamic, auto-captured onboarding flows that adapt when your Qlik application updates.

  • Auto-captured interactions
  • Adaptive onboarding flows
  • Replace static PDF guides
AutomationSOPs

Analyst Workload Reduction

Your senior data engineers spend hours answering basic navigation questions. The AI Coach acts as the first line of support.

  • Automated tier-1 support
  • Reduce ad-hoc queries
  • Free engineers for ETL
OpEx ReductionROI
VPC deployment option

Architecture for your environment

The AI Coach uses dashboard metadata and user queries within the agreed scope. Deployment, model access and retention settings are agreed before access.

  • VPC deployment available
  • Data access scoped in writing
  • Metadata scope agreed before access
VPCSecurity
Our Process

The Delivery Framework

01

Architecture Mapping

Weeks 1-2

We audit your Qlik environment and map user behavior to identify AI integration points.

02

Engine Deployment

Weeks 3-5

We can deploy the AI Coach within your VPC and connect it to Qlik APIs. Deployment and access terms are agreed before setup.

03

Production Rollout

Week 6

Full production deployment with user training and adoption monitoring.

Technology Stack

Our Technology Ecosystem

Python
LangChain
RAG
Qlik Sense SaaS
AWS VPC
Azure VPC
Qlik APIs
Vector DBs

Who it is for

For BI and analytics leads whose Qlik apps are live but rarely opened.

A good fit

  • You already run Qlik Sense, SaaS or on-premise, with apps in production.
  • Business users still ask analysts for numbers the dashboards already show.
  • Your analysts answer the same navigation questions every week.
  • New hires take too long to find their way around your Qlik apps.

Not a fit if

Agreed data boundaries. Clear IP terms.

Your AI coach, your data, your competitive advantage.

Agreed data access
VPC deployment available
Security controls agreed in writing
FAQ

Frequently Asked Questions

Get in touch

Start with one problem worth solving

Tell us the outcome you need and the systems involved. We reply within one business day and tell you whether there is a useful first step, or why there is not. No pitch either way.

Email us directly

sales@3alica.com