What is self-service analytics?
What is self-service analytics? A clear explanation for Azerbaijani business — and how Hermes applies it.
What is Self-Service Analytics?
Self-service analytics is the strategic practice of empowering business users to query, explore, and visualize their own data without requiring manual coding or constant intervention from a data team. By removing the traditional dependency on technical intermediaries, organizations can eliminate the friction of submitting tickets and waiting days for a report. Instead, team members can ask plain-language questions and receive immediate answers drawn directly from live company databases, transforming data from a static resource into a dynamic asset for real-time decision-making. Allmaz developed Hermes on this core principle of accessibility and transparency. The platform translates natural-language inquiries into precise SQL queries, executes them against your own databases, and returns the results alongside the exact code used to retrieve them. This approach ensures that every user—regardless of their technical background—has the tools to derive insights independently while maintaining full visibility into how those answers were reached, bridging the gap between complex data architecture and actionable business intelligence.
Why Self-Service Analytics Matters for Your Business
Accelerated Decision-Making: Teams obtain critical answers in seconds, bypassing the delays associated with waiting for a developer or analyst to manually write a query.
Elimination of Data Bottlenecks: Data professionals are freed from the burden of repetitive, low-complexity report requests, allowing them to focus on high-value strategic work.
Enhanced Data Literacy: By displaying the generated SQL alongside every answer, non-technical users gain a practical understanding of how their data is structured and queried.
Multilingual Accessibility: With native support for Azerbaijani, Russian, and English, Hermes ensures that every team member can interact with data in their preferred language.
Risk-Free Exploration: A read-only, least-privilege database role ensures that users can explore and analyze data freely without any risk of accidental modification or deletion.
Complete Auditability: Every result is accompanied by the exact SQL executed, making it simple to verify findings, audit results, or share the logic with other stakeholders.
Key Features of Hermes
Plain-Language to SQL
Users type a question in everyday language and Hermes converts it into a precise SQL query, removing the need for any coding knowledge to interrogate a database.
Live Dashboard Builder
Results are not static exports. Hermes builds live dashboards connected directly to your own databases, so every view reflects current data.
Trilingual Interface
Questions and answers work fluently in Azerbaijani, Russian, and English, making the tool practical for the full range of teams operating in Azerbaijan and the wider region.
Read-Only by Design
Hermes connects through a least-privilege role that can only SELECT. No data can be altered, deleted, or inserted through the tool, keeping your production database safe.
Transparent SQL Output
Every answer surfaces the exact SQL statement that was run. Users can inspect, copy, or share the query, ensuring complete transparency and reproducibility.
Self-Hosted Deployment
Hermes drops onto any Docker host, meaning your data never leaves your own infrastructure. You retain full control over where the application runs and who can access it.
How Hermes Delivers Self-Service Analytics
Frequently Asked Questions
Do my team members need to know SQL to use Hermes?
No. Hermes is designed specifically so that users can ask questions in plain language. The tool handles SQL generation automatically, and the resulting query is shown for reference rather than as a requirement.
Is it safe to connect Hermes to a production database?
Yes. Hermes connects through a read-only, least-privilege role restricted to SELECT operations. This ensures that no data can be modified, deleted, or inserted, making it safe for live database environments.
Which languages are supported for querying data?
Hermes is trilingual, supporting Azerbaijani, Russian, and English. This allows team members to interact with their data in whichever language they are most comfortable using.
Where is our data stored and processed?
Your data never leaves your environment. Hermes is self-hosted and deploys on any Docker host you control, ensuring that all data processing remains within your own secure infrastructure.
How can we verify the accuracy of the generated answers?
Every answer includes the exact SQL query that was executed. This allows anyone with database knowledge to review, reproduce, or audit the query to confirm the result is accurate.
Ready to Put Your Data to Work?
Explore how Hermes can bring self-service analytics to your team — in your language, on your infrastructure, with full transparency at every step. Get in touch with Allmaz to learn more or request a demonstration.
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