Data Connectors
Native integrations with Snowflake, BigQuery, Redshift, Databricks, and PostgreSQL. Sonus reads your schema directly, ensuring 100% data accuracy without ETL pipelines.
The Sonus Platform
Every Layer of Your Data,
Every Layer of Your Data,
Made Legible
From raw SQL queries to executive narratives, Sonus translates your entire data stack into actionable intelligence. We don't just visualize your data; we interpret it.
Architecture
Built for the modern data stack
Sonus operates as a transparent layer between your data warehouse and your decision-makers. We don't replicate your data; we read it, analyze it, and deliver insights directly to your existing workflow.
Analysis Engine
Our proprietary statistical engine applies time-series decomposition, seasonality modeling, and anomaly detection to identify true signals amidst noise.
Delivery Layer
Insights are surfaced via Narrative Reports, Slack alerts, and embedded widgets. We deliver context, not just charts, ensuring the right people understand the 'why'.
Signal Detection
Stop chasing anomalies.
Stop chasing anomalies.
Start understanding them.
Traditional dashboards alert you when a number changes. Sonus tells you if that change is statistically significant, seasonal, or a critical outlier requiring immediate action.
Our engine runs continuous baselines against your historical data, flagging deviations that exceed a 95% confidence interval. You get a notification with a root cause hypothesis and a suggested remediation step.
Deep Dive into Signal Detection
Narrative Reports
Data that speaks human
The most powerful insights are useless if they require a data scientist to explain them. Sonus generates human-readable narratives that summarize your key metrics in plain English.
"Revenue for Q3 is down 4.2% compared to the previous quarter, driven primarily by a 12% decline in the Enterprise segment. This dip aligns with the seasonal post-holiday trough observed in 2022 and 2023. However, the current trajectory is 2.1% steeper than historical averages, suggesting a potential market contraction. Immediate action is recommended to review retention strategies for high-value accounts."
Auto-generated by Sonus • Analyzed 14,203 data points • Confidence: 94%
Executive Summaries
Condense complex multi-month trends into a single paragraph for board meetings.
Automated Context
Automatically links anomalies to external factors like marketing spend or seasonal holidays.
Customizable Templates
Define the tone and depth of reports to match your organization's communication style.
Query Studio
Ask questions in plain English.
No more memorizing complex SQL syntax. Simply type what you want to know, and Sonus translates it into optimized queries against your warehouse.
Our Natural Language Processing (NLP) engine understands context, handles ambiguity, and generates secure, read-only SQL that respects your row-level security policies.
- Instant SQL generation for ad-hoc analysis
- Auto-correction for typos and syntax errors
- Direct integration with dbt models for semantic mapping
Alerting Engine
Stay ahead of the curve
Configure granular alerts that trigger based on thresholds, trends, or narrative classifications. Sonus intelligently groups related alerts to prevent notification fatigue, ensuring your team focuses on high-impact events.
Smart Grouping
Alerts are automatically grouped by topic (e.g., "Revenue Drop") rather than individual metric IDs, reducing noise by up to 60%.
One-Click Remediation
Every alert includes a "Run Fix" button that executes pre-approved dbt scripts or SQL queries to resolve the issue immediately.
Slack & Email Integration
Receive concise digests in your preferred channels, complete with links to the full Narrative Report and historical context.
Integrations
Works with the tools you already use
Security & Compliance
Enterprise-grade security built in
SOC 2
Type II Certified. We undergo annual third-party audits to ensure our controls meet the highest industry standards.
GDPR
Full compliance with GDPR regulations. We provide data export, deletion, and privacy request handling tools.
HIPAA
Available for healthcare customers. We offer BAA execution and encryption at rest and in transit.
Get Started
Turn your data into a competitive advantage.
Join 480+ enterprise teams using Sonus to surface signal from noise. Start your free 14-day trial today.