Alternatives to Spotlight

Turn messy PDFs, invoices, and 65+ file types into GenAI-ready data with Unstructured.io.

Browser-based reactive JavaScript notebooks for interactive data visualization, prototyping, and collaborative analysis.

Custom, ethically sourced video datasets and real-time human feedback for AI video model training and evaluation.

Open-source multimodal lakehouse for AI data curation, feature engineering, search, and training.

Human-recorded datasets for training computer-use AI agents

Python library for loading, streaming, and preprocessing AI datasets with Apache Arrow

Curated video datasets and evals for training spatial reasoning in multimodal AI.

Zero-shot auto labeling platform that turns raw images into labeled datasets in minutes.

Open-source Python framework for generating grounded synthetic datasets from real tool execution traces.

No-code predictive AI for classification, regression, and time-series from tabular data

AI-native spreadsheet that turns GTM data into trusted answers

Open-source agentic AI data assistant for SQL, code, and reports

AI spreadsheet that turns plain language into live data reports and dashboards.

Enterprise AI for finance: automate data synthesis, analysis, and presentation with traceable citations

Unified lakehouse platform for data, analytics, and production AI

AI co-investigator that connects your data silos and surfaces ranked solvability scores for every case

Enterprise synthetic data platform for privacy-safe analytics and AI data access

AI data analyst: ask questions in plain English, get charts and reports instantly.

Enterprise-grade sports data, AI analytics, and fan engagement for leagues, sportsbooks, and brands.

AI go-to-market platform for data enrichment, research agents, and workflow automation.

Quadratic is the AI-native spreadsheet that writes Python, SQL, and formulas for live data analysis.

Marketing intelligence platform for DTC brands needing deterministic attribution, MMM+, and first-party data feeds to ad algorithms.

Decentralized AI training data marketplace with crypto rewards

Mercor: Hire vetted domain experts for AI model evaluation and training data

Warehouse-native CDP and agentic marketing platform for data-driven campaigns.

MindsHub turns plain-language tasks into finished apps, dashboards, and documents from your connected data.

AWS's all-in-one platform for data, analytics, and AI

AI-native data platform for Shopify brands that deploys agents to analyze, optimize, and act on commerce data—no SQL or dashboards required.

AI data analyst that translates plain English questions into SQL insights from your database.

Automated data movement and transformation platform for AI-ready data pipelines