Data

Workflow

Build a SQL / Data Analyst Copilot

A copilot that turns plain-English questions into validated SQL, runs read-only queries, and returns charts plus plain-language answers.

Case Study

Case Study: Analytics Team Clears Ad-Hoc SQL Backlog with a Read-Only Copilot

How a data team deployed a SQL analyst copilot on a read replica — plain-English questions, validated SQL, charts, and logged queries.

Case Study

Case Study: Analytics Team Clears Ad-Hoc SQL Backlog with a Read-Only Copilot

How a data team deployed a SQL analyst copilot on a read replica — plain-English questions, validated SQL, charts, and logged queries.

Interview

Tell me about shipping an AI feature when you had limited or messy data. What did you do?

Tests pragmatism — most real AI work starts without a perfect dataset; interviewers want judgment, not paralysis.

Prompt

Extract Structured Data from PDF

Pull specific structured fields out of an unstructured PDF or document.

Directory

Akkio

No-code predictive analytics platform where users build forecasting and classification models from tabular data via chat and clicks.

Directory

Databricks Mosaic AI

Databricks suite for building, fine-tuning, serving, and evaluating AI models and agents on lakehouse data with unified governance.

Directory

Deepnote AI

Collaborative data notebook with an AI copilot that generates SQL and Python, autocompletes analysis steps, and explains code.

Directory

Gretel

Synthetic data platform with APIs for generating privacy-safe tabular and text data; acquired by NVIDIA in 2025.

Directory

Hex Magic

AI assistant inside Hex collaborative notebooks that writes and fixes SQL and Python, builds charts, and explains query results.

Directory

iGenius

Italian AI company whose Crystal assistant answers business data questions conversationally, built on its Italia LLM work.

Directory

Julius AI

Chat-based data analyst that ingests spreadsheets and datasets, then answers questions with generated Python, charts, and summaries.

Directory

Labelbox

Data labeling platform combining annotation tools, managed workforce, and model-assisted workflows for AI training data.

Directory

MindsDB

Open-source platform that connects AI models to databases and applications, enabling agents and predictions over federated data sources.

Directory

Scale AI

Data labeling and RLHF provider supplying training data pipelines and evaluations for frontier model developers.

Directory

Snorkel AI

AI data development platform using programmatic labeling and expert workflows to build evaluation and training datasets.

Directory

Snowflake Cortex

Snowflake managed AI layer offering LLM functions, semantic search, and natural-language analytics directly over data in Snowflake.

Directory

V7

London training-data platform offering AI-assisted annotation with Darwin and LLM-powered document automation with Go.