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Periscope NLQ turns natural language questions into SQL queries, auto-generated charts, and strategic business insights — no data team required. Connect any database and start asking.
Intelligent cascade
Template match speed
Diagnostic queries
On-premise capable
The Problem
Business teams depend on data analysts for every query. Analysts are bottlenecked. Dashboards answer yesterday's questions. The data that could drive decisions sits locked behind SQL.
of business users can't access data without help
average wait for a custom analytics request
Periscope NLQ eliminates the bottleneck.
Process
Point the engine at any PostgreSQL database. It reads your schema and adapts — no data modeling required.
Type questions in plain English. The AI resolves entities, time references, and intent automatically.
Get SQL, charts, and AI narratives instantly. Drill deeper with strategic analysis and follow-up queries.
Feedback trains the engine. Every validated query makes the next one faster and more accurate.
Architecture
Every question flows through a smart cascade — instant template matching, local AI generation, and cloud AI fallback — ensuring the optimal balance of speed, cost, and analytical depth.
Platform
Natural language queries, auto-generated charts, strategic analysis, and full query observability — all in one platform.
Capabilities
Periscope NLQ doesn't just translate text to SQL — it understands intent, validates results, generates narratives, and learns from feedback.
Type any question in plain English. The engine understands your intent, resolves entities, and generates optimized SQL queries against your actual database schema — no SQL knowledge required. Context-aware follow-up queries maintain conversation state across multiple questions.
Every query result is automatically rendered as the most appropriate chart type — bar, line, pie, or table — based on the data shape. AI-generated narratives explain what the data means, surface correlations, and highlight outliers that humans might miss.
Go beyond ad-hoc queries with deep strategic analysis. The diagnostic engine runs multiple coordinated queries, computes portfolio baselines, identifies cross-metric correlations, and delivers severity-graded insights (A through F) with specific, actionable recommendations.
Built-in analytics dashboard tracks every query: tier distribution, response times, accuracy scores, and user feedback. The system learns from validated query pairs — positive feedback trains the engine to handle similar questions faster and more accurately over time.
Intelligence Tiers
Simple questions get instant answers. Complex questions get deep analysis. You never pay for more intelligence than you need.
Why Periscope NLQ
Three processing tiers — instant template matching, local AI generation, and cloud AI fallback — ensure every question gets the optimal balance of speed, cost, and depth.
The engine reads your actual database schema, validates SQL before execution, and auto-repairs common issues. Your data never leaves your infrastructure unless you opt into cloud AI.
Semantic retrieval learns from validated query pairs. User feedback trains the engine over time — the more you use it, the smarter it gets. No manual rule-writing needed.
Currently deployed in production environments — processing hundreds of natural language queries daily
On-premise deployment available — your data never leaves your infrastructure
Whether you’re modernizing legacy systems, building a new product, or need senior engineering muscle — we’re ready.
hello@periscopelabs.io · +880 9611 656808 · +880 1626 934015 · +1 646 267 9820