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Software Engineers & Developers

Integrate structured insights from unstructured data — without building an AI pipeline.

Your Challenge

You want to extract value from massive amounts of text data — customer interactions, documentation, news, financial documents, and more. But turning unstructured text into structured, queryable data is time-consuming and requires specialized machine learning expertise. Most importantly, machine learning models can be unpredictable, and their outputs often need a complex layer of translation for robust software applications.

How can you extract structured insights from unstructured data — without training models or fine-tuning embeddings?

How Sturdy Statistics Helps

Sturdy Statistics provides a developer-friendly API that structures unstructured text automatically. With a simple integration, you can:

Query text like a database
Convert raw text into structured data that integrates with SQL, BI tools, and analytics pipelines.
Get high-quality results without training models
Unlike LLM embeddings, our structured data is explainable, sparse, and ready to use.
Eliminate manual tagging & processing
Our API automatically classifies, extracts, and structures unstructured text.
Scale seamlessly
Machine learning models are often easy to prototype but difficult to deploy at scale. The long tail of ML edge cases causes frustration and delays. Our API supports you from prototype to release, with predictable results and no surprises.

What Our Users Say About Us

Carpe Data

Ben Seitz-Sitek, Data Lead

The Sturdy Statistics Text Analysis API is like having a full data science team at your disposal. It automatically turns raw, unstructured text into structured, machine-readable insights—and the results are incredible. With the analysis handled, I can focus entirely on building features and shipping products.

Slack

Naman Kedia, Lead Design Engineer

Sturdy Statistics is hands-down the most practical tool for large-scale text mining. It handles any volume of text, delivers insights you won’t find anywhere else, and avoids the unpredictability of LLMs. The fixed-cost pricing is icing on the cake—it’s built for production use.

Real-World Impact

E-Commerce Optimization
A telecom provider reduced support calls by structuring error messages and surfacing user pain points.
Automated Call Transcript Analysis
Developers integrated structured call data into analytics dashboards — without manual NLP preprocessing.
Customer Review Structuring
An engineering team structured thousands of reviews into actionable product insights in minutes.

What structured insights could your application unlock?

Key Features & Benefits

Developer-Friendly API
Access structured insights with a simple RESTful API — no ML expertise required.
SQL-Like Querying
Run structured queries on unstructured text data — just like a database. You don’t need an LLM with unpredictable outputs to do structured analysis on unstructured text; use direct, structured queries instead.
Scalable & Efficient
Our API supports the full development life cycle, from experimentation to production. Our fixed-cost structure and high-throughput enable you to scale efficiently.
Explainable AI
As a software engineer, you should be able to understand how your applications work. Every one of our structured insights is backed by transparent, auditable logic.

Build Smarter, Faster

Stop wrangling unstructured text — integrate structured insights instantly.

Why ?

Our platform automatically organizes, classifies, and structures unstructured text, so you can extract insights instantly. But unlike black-box AI, every result is grounded in verifiable facts, with exact quotes and sources surfaced automatically — ensuring transparency, accuracy, and trust.