Dashboards Alone Don't Answer Follow‑Up Questions
Analysts spend 30‑50% of their time fielding ad‑hoc questions. Business teams wait—a lot. Static charts can't explore variance, causality, or the inevitable "why?".
Context Switching
Context switching from BI to SQL slows insight cycles
Complex Schemas
Complex schemas hide key metrics from non‑technical users
Scattered Documentation
Data dictionaries and lineage docs are scattered or outdated
Dark Data
Unstructured notes & PDFs remain dark to traditional BI
Natural‑Language Data Intelligence
Chat‑to‑SQL Agent
Translate plain English to optimised SQL for Databricks, Snowflake, or BigQuery—respecting row‑level security.
RAG Insights Agent
Blend structured KPIs with unstructured docs (PDFs, slides, Confluence) for holistic answers & citations.
Root‑Cause Explorer
Iteratively drills into anomalies, proposes drivers, and generates follow‑up queries automatically.
Narrative BI Bot
Summarises dashboards in narrative form—highlighting trends, outliers, and recommended actions.
Embedded Insight Widgets
Add a "Chat with Data" button inside Salesforce, ServiceNow, or custom portals with one API call.
Enterprise Knowledge Copilot
Cross‑references Data Catalog, lineage graphs, and glossary definitions to explain metric provenance.
End‑to‑End Conversational Analytics Flow
Our conversational analytics platform provides a complete flow from data ingestion to natural language insights.
Semantic Catalog
Ingest schemas, lineage, and glossary into a vector store for grounding and autocomplete.
Multi‑Agent Orchestration
Supervisor routes to Text‑to‑SQL, RAG, and explanation agents; merges answers with citations.
Guardrails & Observability
Enforce row‑level security, token budgets, and accuracy evals; dashboards track adoption & drift.
PipeIQ Data‑Chat Services
- ✅Data Readiness Audit — Schema discovery, lineage mapping, and LLM‑safe transformations
- ✅Agent Development — Custom Text‑to‑SQL & RAG agents tuned to your metric definitions and security policies
- ✅Fine‑Tuned SQL Models — LoRA or RSLora adapters reduce hallucinations on complex joins by 70%
- ✅Embedding & Vector Strategy — Hybrid search indexing for tables, docs, and charts with cost‑aware refresh schedules
- ✅Trust Layer & SSO — Row‑level ACLs, data masking, and audit logs integrated with Okta or Azure AD
- ✅Enablement & COE — User training, prompt libraries, and governance playbooks for sustainable adoption
Turn Curiosity into Decisions—Instantly
Book a discovery call to add conversational data intelligence to your Lakehouse, warehouse, or BI stack.
