Talking Dashboard
From raw business data to natural-language answers — in under 2 seconds.
Most dashboards are excellent at showing numbers and terrible at explaining them. A KPI drops 12% and the dashboard shows the drop just fine — but someone still has to Slack an analyst to find out why, then wait for the next report to get an answer. Talking Dashboard removes that bottleneck: it puts a conversational layer on top of your existing BI stack, so any business user can ask a question in plain English — or by voice — and get a grounded, data-backed answer instantly, with zero SQL and zero waiting.
OUR NUMBERS
6
Delivery phases, discovery to production
Zero
SQL queries a business user ever has to write
3
Stage framework: Ingest, Reason, Deliver
<2 sec
From question to answer, once deployed
Why It Matters
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- Business users depend on analysts for every report and every ad-hoc question — even simple ones.
- Existing dashboards show the numbers but can't explain the story behind them.
- Decision-making gets delayed because insight isn't available the moment it's needed.
- A high volume of repeated, similar questions quietly overloads the analytics team.
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The Framework: Ingest → Reason → Deliver
Seven building blocks sit underneath every deployment, from the first use case to day-to-day operations.
Ingest
- Data source connectivity
- Structured & unstructured ingestion
- Embedding generation
- Vector indexing
Reason
- RAG pipeline orchestration
- LLM query processing
- Prompt engineering
- Guardrails & safety filters
Deliver
- Natural-language responses
- Embedded BI visualizations
- Explainability & data references
- User feedback & retraining
How We Deliver It
Discover
Stakeholder interviews, data inventory, KPI definition.
Design
RAG architecture, prompt design, guardrails, security.
PoC Build
RAG pipeline, chat UI, and a working stakeholder demo.
Evaluate
Hallucination tests, prompt tuning, real user feedback.
Prod Build
Full pipeline, dashboard integration, SSO, audit logging.
Deploy
Load testing, monitoring, training, runbooks, hypercare.
Typical Deliverables
Talking dashboard solution design
Data source integration
Natural language query interface
Dashboard and AI response configuration
Access control setup
User training and adoption guide
Business Benefits
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- Faster access to business insights — no more waiting on the next scheduled report.
- Improved dashboard adoption, because getting an answer no longer requires learning the tool.
- Reduced dependency on analysts for repetitive, everyday questions.
- Better, faster decision-making for leadership teams.
- Easy analytics access for non-technical users across the business.
Where This Applies
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- Standing up governance from day one on a brand-new cloud account.
- Cleaning up and restructuring an existing environment that has sprawled beyond control.
- Getting audit-ready for ISO, SOC 2, PCI, or HIPAA.
- Laying the foundation before a larger migration or modernization program begins.
- Onboarding multiple teams with self-service provisioning and built-in audit reporting.
Atlassian Platinum Solution Partner