Data Analysis Agents for Non-Technical SME Owners

Connect to the data systems you already use, including SAP HANA, BigQuery, Snowflake, Databricks, and Microsoft SQL Server. Ask business questions in plain English, then get trusted charts, scheduled reports, and explainable anomaly alerts your team can actually use.

Book Your Reporting Bottleneck AssessmentSee the 30-day implementation plan
Flexible
Works with your current stack: SAP HANA, BigQuery, Snowflake, Databricks, MS SQL, QuickBooks, and Zoho.
Weekly
Executive report packs delivered automatically
Early
Anomaly alerts with root-cause context
Laptop with KPI dashboard in a calm office workspace

What owners get on day one

  • Ask a KPI question in plain English
  • Get a trusted chart and source-backed answer
  • Receive weekly reports and anomaly alerts automatically
Where non-technical owners feel the pain first
Wholesale and Distribution
Margin and cash-cycle blind spots
Inventory, purchasing, and sales data live in separate reports that do not reconcile fast enough for daily decisions.
Light Manufacturing
Late visibility into variance and delays
Teams find quality drift, fulfillment slippage, and cost variance after month-end instead of when it starts.
E-commerce and Service Operators
Report backlog and spend leakage
Ad spend, sales, and support metrics are spread across tools, so owners wait on analysts for answers they need today.

Capabilities Built for Daily Decision-Making

Reliable, simple, and usable workflows that support owners and operators without technical overhead.

Plain-English Data Questions

Owners and managers ask questions in natural language while the agent translates, validates, and runs SQL against approved sources.

→ Fewer reporting tickets and faster answers

Cross-System Data Integration

Unify SAP HANA, BigQuery, and MS SQL Server so teams stop stitching spreadsheets and start using one trusted metric layer.

→ One version of truth across finance and operations

Automated Charts and Report Packs

Generate owner-friendly weekly and monthly reports with KPI commentary, trend snapshots, and action-focused summaries.

→ Reporting cadence that runs without manual prep

Explainable Anomaly Detection

Detect unusual KPI movement early and show likely drivers, impacted records, and the next investigation step in plain language.

→ Earlier action on margin, cash, and inventory risk

Built for Systems You Already Run

No platform rip-and-replace. We integrate with your existing stack and add a reliable analysis layer.

SAP Business One on HANA
Operational + financial context in one place
Map purchasing, inventory, sales, and finance metrics into plain-English questions your managers can ask daily.
BigQuery, Snowflake, and Databricks
Scalable cloud analytics with spend guardrails
Use query validation, cost controls, and governed access so teams can self-serve without surprise billing or data chaos.
Microsoft SQL Server
Modern insight layer over legacy reports
Keep your existing data model while enabling natural-language analysis and updated chart/report delivery.
Delivery Outputs
Charts, report packs, and anomaly alerts
Every output includes source context and metric definitions so decision-makers trust what they are seeing.

Proof in Baseline → Intervention → Outcome Format

Examples of measurable improvements using data analysis agents, integrated reporting, and anomaly detection.

Wholesale Distribution
40+ reporting hours reclaimed each month
Baseline: 5 tools, manual weekly KPI pack.
Intervention: unified SAP B1 + SQL reporting agent.
Outcome: weekly pack automated with drill-down alerts in 6 weeks.
Light Manufacturing
2-day faster response to variance events
Baseline: production variance identified after month-end.
Intervention: anomaly rules on throughput and quality KPIs.
Outcome: daily alerts with source records in 30 days.
E-commerce Operations
70% reduction in manual analytics preparation
Baseline: campaign and sales data reconciled manually.
Intervention: BigQuery semantic model + plain-English query flow.
Outcome: same-day executive readout for weekly growth meetings.

From Assessment to Live Reporting in 30 Days

A practical rollout designed for non-technical teams.

1

Reporting Bottleneck Assessment

Identify where decisions are delayed and which KPIs need trusted daily visibility.

2

Data Model and Guardrails

Map source systems, define KPI logic, and add validation rules for reliable outputs.

3

Launch Reports and Alerts

Deploy plain-English querying, recurring chart packs, and anomaly notifications.

4

Weekly Optimization

Refine prompt patterns, report layouts, and alert thresholds with your team.

Need Faster Answers From Your Business Data?

Start with a focused assessment of reporting bottlenecks, data quality risks, and quick-win automations.

Book Your Reporting Bottleneck Assessment

Plan Your Data Analysis Agent Rollout

No jargon. Clear scope, clear owners, and a practical path to reliable reporting.

What You Get in Week 1

Direct expert access, implementation clarity, and controls that keep insights accurate and trusted.

Human-Reviewed Query Logic
SQL translation and KPI definitions are reviewed before go-live
Access Boundaries and Audit Trail
Role-based access and source traceability for every report output
Explainable Alerts
Anomaly alerts include likely drivers and linked records to investigate
Book Assessment