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Home/Solutions/Analytics
Solution · Analytics

Analytics & Insights

Self-serve analytics in natural language — grounded in your governed semantic layer.

SnowflakeDatabricksBigQuerydbt
Minutes
From question to answer
Semantic
Layer aware
Embedded
In Slack/Teams
Governed
Metrics
What it does

Where xyner creates leverage in Analytics & Insights

Six high-impact use cases delivered by built-in and customizable agents.

NL to SQL

Ask questions, get answers, see the SQL.

Insight narratives

Auto-narratives explaining what changed and why.

Anomaly detection

Continuous metric watch with explanations.

KPI scorecards

Always-fresh, auto-narrated executive scorecards.

Data quality

Profiling, drift, lineage and freshness checks.

Ad-hoc research

Multi-step analysis with traceable reasoning.

Analytics

A complete solution, not a chatbot

Self-serve analytics in natural language — grounded in your governed semantic layer.

  • Pre-built agents tuned for the function
  • Native integrations with your systems
  • Policy and approval gates built in
  • Full audit and replay
xyner.ai · live RUNS / DAY 12,408 SUCCESS 98.6% $ SAVED / WK $1.2M
Agents you deploy

Built-in, customizable

Use the starter pack to ship in weeks, then extend with custom agents that fit your unique workflows.

  • Includes: Insight.Agent, Metric.Agent, Anomaly.Agent
  • Customize tools, policies and prompts per agent
  • Mix built-in and custom freely
  • Marketplace agents from partners
Supervisor Finance HR ITSM Analytics Support Procure
How it works

From question to insight in five governed steps.

Natural-language questions become trustworthy analysis — with the lineage, governance and explainability your CDO requires.

1

Ask

Business users ask questions in plain language across Slack, Teams, BI tools or the xyner console — no SQL fluency required.

2

Understand

Agents map intent to your semantic layer, certified metrics and source-of-truth datasets — never guessing what 'revenue' means this week.

3

Query

Generated SQL / DAX / Spark runs against your warehouse with cost guardrails, lineage capture and PII safeguards.

4

Explain

Results are returned with the assumptions made, the data used, the freshness, and confidence in the answer — not just a number.

5

Act

Recommended actions, anomaly flags and follow-up questions are surfaced — turning insight into decisions, not slides.

Outcomes

What customers measurably ship with this solution.

Real numbers from production deployments across regulated enterprises.

Self
-serve analytics
< 30s
Avg answer time
Lineage
On every answer
Governed
By semantic layer
Time-to-value

Democratized insight, governed

Business users get answers in seconds. Data teams retain control of metric definitions, access policies and quality — the long-promised win-win.

Risk reduction

Proactive anomaly detection

Agents continuously monitor KPIs against your business calendar, flag anomalies with root-cause hypotheses, and brief the right exec.

Industry use cases

How Analytics & Insights shows up in your industry.

Concrete patterns from regulated enterprises across financial services, healthcare, telecom, public sector and manufacturing.

Banking

Risk & PnL inquiry

Risk officers explore P&L drivers, exposure changes and breaches in natural language with full lineage.

Insurance

Loss-ratio analysis

Actuaries and product managers analyze loss ratios by segment, product and channel on demand.

Healthcare

Operational dashboards

Operators ask about throughput, no-shows, denials and revenue cycle in plain language.

Telecom

Customer-base analytics

Marketing & care teams self-serve segmentation, churn drivers and campaign performance.

Public sector

Programme analytics

Programme managers explore service-delivery KPIs with statutory-reporting alignment.

Manufacturing

Plant analytics

Operations explore OEE, yield, quality and downtime by line / shift / SKU on demand.

Why xyner

BI tools alone vs. agentic analytics.

BI dashboards answer the questions you knew to build. Agentic analytics answers the question you actually have.

Dimension
Without xyner
With xyner
Question format
Pre-built dashboards
Natural language
Time to answer
Days (via analyst)
Seconds (via agent)
Governance
Per-dashboard
Semantic layer + per-answer
Lineage
Lost downstream
On every answer
Anomaly detection
Manual
Continuous, with hypotheses
Action
'Here's the chart'
'Here's the chart, here's what to do'
How to deploy

From pilot to production

A guided journey from your first workflow to enterprise rollout.

1

Pilot

Pick one workflow; run alongside your team in copilot mode.

2

Measure

Validate KPIs and ROI against a clear baseline.

3

Govern

Layer policies, approvals and audit thresholds.

4

Scale

Expand to additional workflows and teams.

Our exec dashboards now narrate themselves — and the answers are right.
VP, BI · Telecom

Plays well with

SAPOracleSalesforceServiceNowMicrosoft 365SnowflakeDatabricksWorkdayKafkaTeamsSlackJira
FAQ

Common questions, straight answers.

Does it respect my semantic layer?

Yes — dbt, LookML, Cube, and custom semantic models are first-class.

Can it write to data warehouses?

Only under explicit policy — read-only by default.

Get started

Ready to put autonomous agents to work?

See xyner in your environment with a guided executive demo.

Request a demo Contact us
Keep exploring

Related resources

Related pages curated for your context.

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Solutions

AI Compliance Operations

Continuous controls monitoring, audit response and regulatory reporting powered by agentic AI.

Learn more →
Industries

Agentic AI for Manufacturing

Supply chain, quality, shop floor and after-sales — agentic AI built for global manufacturing.

Learn more →
Capabilities

Memory & Context for Long-Running Workflows

Persistent memory and shared context across agents for long-running enterprise workflows that span hours.

Learn more →
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