Analytics & Intelligence · Conversational Analytics
The Industry Challenge
Every enterprise hits the same four walls.
30+
Fragmented tool estate
Decades of growth leave dozens of overlapping BI tools — separate licenses, skills, and definitions.
<30%
Self-service bottleneck
Fewer than a third of business users touch BI. The rest queue behind developers.
Days
Time to insight
Every new business question waits in the BI queue — while the decision it informs cannot.
?
Whose number is right
Revenue, margin, and churn defined differently in every business unit. Meetings start with a debate.
The Answer Plane replaces that sprawl with a single governed layer between your data and every person — and every AI agent — who needs answers.
Why Answer plane
Self-service that executives can finally trust.
One version of the truth
Certified semantic domains define Revenue, Churn, and Active Customers once — governed by stewards, consumed identically by every business unit, dashboard, and AI agent.
Conversational BI, enterprise-grade
Business users ask questions in plain English and get instant answers grounded in certified metrics — using any LLM you approve. No SQL, no request queue, no hallucinated numbers.
Governance on every query
Row-level security, column masking, and full audit logging applied at query time — for analysts, embedded dashboards, and AI agents alike. Self-service without shadow analytics.
Capabilities
A complete answer layer for the enterprise.
Conversational analytics
Plain-English questions over governed semantic context — with reasoning chains and full source lineage behind every answer.
Certified semantic domains
Metrics, dimensions, and relationships defined declaratively, certified by stewards, and published as reusable data products.
Cross-source federation
Query warehouses, databases, and SaaS systems in place — 100+ sources, zero data movement, no consolidation program.
Self-service dashboards
Eliminate manual dependency mapping and architecture discovery exercises.
Embedded & customer-facing
Governed analytics inside your portals, products, and partner ecosystems with token-level authentication.
Built-in observability
Orchestration, anomaly and metric-drift alerts, SLA monitoring, and cost intelligence across every query and engine.
Runs on your platform
One blueprint. Every platform.
We don't sell you a new stack. Answer Plane is engineered natively on the platform you already own — or federates your entire estate. Same governed answers, wherever your data lives.
On Databricks
Native to your lakehouse
Semantic models on Unity Catalog
AI/BI dashboards & Genie enablement
Governance via Unity Catalog policies
Migration into Databricks SQL
On Snowflake
Inside your Snowflake estate
Semantic views & certified metrics
Cortex Analyst conversational BI
Horizon governance enablement
Streamlit & embedded app build-out
ON NuoData
Across your entire estate
Conversational BI on 100+ sources
Zero-movement federation — no consolidation
Governed semantics & observability built in
Unlimited users — the fastest path to value
Power BI · Tableau · Looker · Azure ML · SageMaker · Claude · GPT
Our teams hold 200+ platform certifications and deliver across all of them.
How It Works
From tool sprawl to trusted answers.
STEP 01
Discover & Design
2–6 weeks
We audit your BI estate, rationalize the tool landscape, design your semantic model and target architecture, and build a costed business case with a quantified ROI baseline.
STEP 02
Build & Certify
First value in 90 days
We engineer the semantic domains, conversational layer, and governed dashboards natively on your platform — with steward-led metric certification from day one.
STEP 03
Run & Optimize
Ongoing
NucleusTeq operates the Answer Plane under SLA — metric-drift monitoring, data-quality checks, FinOps and LLM-cost optimization, and rollout to new domains.
Proof Point
From manual dashboard cycles to instant, governed answers — for a leading transportation enterprise.
NucleusTeq delivered a conversational analytics layer replacing manual dashboard builds with natural-language answers validated against a single certified semantic layer — with anomaly detection and full lineage on every response.
certified metrics
dimensions modeled
guaranteed P95 response
