Multimodal Data Lakehouse

Ocular AI unifies multimodal data from cloud, local, and external sources into a single catalog for search, versioning, and AI‑assisted labeling with human‑in‑the‑loop. It supports RLHF, GPU training pipelines, RESTful search API, and role‑based compliance controls.

DataCamp provides interactive courses, hands-on projects, and role-based career and skill tracks for data science, ML, and AI. It covers Python, R, SQL, cloud platforms, LLMs, and MLOps, plus team analytics and customizable learning paths.

AIHubMix is a single API gateway to major LLMs and multimodal models, enabling model selection, automatic routing, orchestration and SDKs for text, code, image, video and embedding workflows, with native search, concurrency and production-ready infrastructure.

AI and data analytics platform delivering end‑to‑end solutions across multiple sectors. It accelerates experimentation to production, supports data engineering, MLOps, LLMOps, and digital engineering, integrating Databricks, Snowflake, and Google Cloud to shorten insight‑to‑action time and boost eff

LakeSail is a Rust‑native Spark Connect engine that runs Python workloads at native speed, eliminates JVM overhead, and queries multimodal lakehouse data (PDFs, images, videos, tables) inside your AWS account with zero‑ops elastic compute and built‑in governance.

TwelveLabs extracts structured data from videos using AI models Marengo and Pegasus. Its APIs enable time‑based search, on‑demand summarization, and vector embeddings for semantic search and recommendations, supporting media, advertising, and security workflows.

Wirestock connects creatives—photographers, videographers, illustrators, designers—with AI labs, offering freelance projects and a dashboard to track earnings and progress. It supplies ethically sourced, legally cleared multimodal datasets for model training and rapid access to fresh, high‑quality d

DataHawk aggregates daily SKU‑level data, ad metrics, and profitability signals across Amazon, Walmart, and other e‑commerce channels, delivering real‑time dashboards, AI alerts for KPI shifts, ROAS optimization, and multi‑account BI‑integrated reporting.

FiftyOne is a visual AI platform that centralizes data curation, annotation, and model evaluation across images, video, point clouds, and metadata. It offers interactive slicing, automatic labeling with confidence scoring, role‑based access, versioning, and open‑source integration.

Google AI Studio is a unified platform for accessing Gemini multimodal models—text, image, audio, and video—with API/SDK support, an integrated playground for prompt testing, one-click deployment, and centralized monitoring, logging, and code samples for rapid integration.

Appen delivers human‑validated datasets across six domains—alignment, agentic AI, speech/audio, multimodal, physical, and model integrity—using automation and a global workforce of 1 million+ contributors. SOC 2/ISO 27001 certified, it supports large‑scale AI training and independent evaluation.

Grably provides multimodal datasets—language, vision, audio, code, and scientific—totaling over 100 PB across 500 M participants. It supports multilingual, low‑resource modeling, video reasoning, speech alignment, code generation, and scientific text for research and production use.

Polar consolidates Shopify, Amazon, and POS data into a single dashboard, leveraging Snowflake for scalable queries. A semantic layer supplies pre‑built metrics, while AI agents deliver tailored insights. Incrementality tests validate marketing impact, and role‑based permissions control team access.

Modal is a cloud‑native platform that lets developers run inference, training, batch jobs, sandboxes, and notebooks with sub‑second cold starts and instant autoscaling. It’s Python‑centric, offers elastic multi‑cloud GPU scaling, zero‑idle scaling, unified observability, and high‑throughput AI‑nativ

Agentic Document Extraction pulls structured data from PDFs, images, spreadsheets using vision‑first parsing, preserving layout and delivering bounding‑box citations. Modular REST APIs and Python/TypeScript SDKs support on‑prem or cloud deployment for regulated sectors needing traceable, accurate ex

LightLayer provides scalable, richly annotated egocentric datasets—synchronized RGB, audio, IMU, and depth—via distributed capture coordination, automated collection workflows, and streamlined annotation pipelines to produce delivery-ready data for embodied AI and robotic perception training.

DrLambda.ai automatically generates slide decks from a user’s knowledge base, integrating text, images, and other media. The platform supports multimodal documents, conversational AI retrieval, and operates in 29 languages across 170 countries.

Multimodal AI workspace integrating ChatGPT, Claude, Gemini, Grok and Husky to create and edit text, images, audio, and video, compare multiple models, build custom agents with memory, index web/Telegram for enhanced search, and support team workflows.

H2O.ai delivers an end‑to‑end AI platform that automates feature engineering, model selection, and explainability through AutoML, offers no‑code LLM training, supports enterprise multi‑model orchestration, and includes MLOps and a feature store, all compliant with strict data security standards.

NotebookLM is an AI-powered research assistant designed to help users summarize and connect information from sources like PDFs, websites, videos, and audio. It offers detailed insights, citations, and an 'Audio Overview' feature for on-the-go engagement.

Hive AI supplies APIs that automatically moderate images, video, audio, and text for harassment, CSAM, and fake content. It also offers brand‑protection tools—logo detection, celebrity ID, IP monitoring—and demographic indexing for tailored audience segmentation.

Amplemarket uses AI to generate high‑quality leads, analyze intent signals and competitive data, and create personalized multichannel outreach. It offers deliverability monitoring, real‑time analytics, workflow automation, data enrichment, and a unified conversation hub for sales teams.

Label Studio is an open‑source platform for labeling images, audio, text, video, time‑series, and PDFs. It offers customizable interfaces, pre‑labeling with ML, multi‑project support, API/SDK integration, and quality gates that ensure consistent annotations, with export to CSV or databases.

Hex unifies notebooks, conversational queries, and dashboards in a single workspace. It uses shared semantic context to offer reliable insights from Snowflake, BigQuery, Redshift, and more. Data scientists write code, while business users ask plain‑language questions via Threads or Slack.

ZenMux offers a unified API and single account gateway for multimodal AI models (text, image, audio, video), with OpenAI/Anthropic/Vertex compatibility, model auto‑routing, automated failure compensation and benchmarks, plus enterprise failover, tracing, and observability.

Toolhouse enables users to create and manage AI tools without technical skills, featuring automatic prompt optimization, built-in integrations, testing sandboxes, and one-click cloud publishing, all supported by comprehensive documentation and community resources.

ImageBind is a multimodal AI model that simultaneously processes images, video, audio, text, depth, thermal, and IMU data, learning a unified embedding space for seamless cross‑modal integration. It enables zero‑shot recognition, cross‑modal search, arithmetic, and generation tasks.

Lume automates end‑to‑end integration for software teams, discovering schemas and proposing mappings across ERPs, databases, APIs, and flat files. It generates production‑ready dbt models, SQL, and quality rules deployable to Snowflake or BigQuery, shortening cycles and improving data quality.

LAION offers free, large-scale vision‑language datasets such as LAION‑400M and LAION‑5B, along with the Clip H/14 model. These resources enable researchers and developers to train and benchmark vision‑language models efficiently and sustainably.

Glean indexes content from 100+ business apps—including Slack, Teams, Gmail, Salesforce, and SharePoint—to deliver a unified search experience. Its AI assistant retrieves documents and emails based on user context, while Agent Builder automates repetitive tasks. Security controls safeguard sensitive

Spark Beta by Mixpanel is an AI tool that uses natural language processing to provide insights on product, marketing, and revenue questions. It offers efficient report generation and CEO insights, while simplifying data management for better decision-making.

Data On Demand consolidates structured, unstructured, and streaming data into a single source of truth, providing machine‑learning‑driven forecasting, anomaly detection, and decision optimization. It offers real‑time dashboards, AI alerts, and predictive models in a secure, collaborative workspace.

Portkey is an LLMOps platform offering a unified API and model catalog with observability, guardrails, RBAC, audit logs, prompt management, caching, routing and PII redaction to simplify multi-model integration, governance, monitoring, and cost optimization.

Vocareum delivers labs with IDEs, notebooks, and GPU/CPU clusters in isolated containers or accounts. It offers tutoring, code grading, and a unified gateway to AWS, Azure, GCP, Databricks, and foundation models. LMS integration and SOC 2 compliance enable scalable training.

LightOn Enterprise Search is a secure on‑prem RAG platform that indexes text, images, PDFs, and scanned documents. It offers multimodal retrieval, a production‑ready API, white‑label interface, and compliance‑aware analytics for regulated industries.

DeepSense.ai provides end‑to‑end AI solutions for enterprises, integrating large language models, retrieval‑augmented generation, MLOps, advanced computer‑vision, edge inference, and predictive analytics to deliver scalable, real‑time AI agents, co‑pilots, and maintenance optimization.

HumanLayer is an open-source IDE and orchestration layer for AI coding agents, managing parallel Claude Code sessions, multiclaude workflows, worktrees and remote workers, with context-engineering tools, session replay, workflow templates and GitHub-integrated code-review automation.

Data Services by Clickworker provides a crowdsourced platform for data collection, validation, labeling, and categorization, assigning microtasks to a global workforce. It delivers scalable, ISO 27001‑compliant results and transparent workflow tracking for AI training and market research.

llmarena.ai offers side-by-side LLM comparisons across major providers, showing specs like context window, output capacity, modality and routing options. Filters and role-based categories help developers, ML engineers, product managers and researchers select suitable models.

Pangeanic is a governed multilingual AI platform that builds trustworthy, private, and compliant data pipelines for text, speech, image, and multimodal content. It offers task‑specific models, RAG, cross‑lingual search, and secure deployment on private clouds.

Encord is a data development platform that streamlines data curation, labeling, and model evaluation for AI teams. It supports computer vision and multimodal tasks with advanced user management, customizable workflows, and comprehensive quality metrics.

super.AI converts unstructured documents into structured data using LLMs, guiding users through upload, classify, extract, and validate steps. It supports 500+ layouts, multiple languages, code‑free workflow building, and real‑time ERP/database sync for finance, logistics, insurance, and supply‑chai

Airbyte is an open-source data integration platform for building ELT/ETL pipelines with 600+ connectors, real-time replication and reverse ETL, low-code/custom connector development, and deployment options for cloud, private, and enterprise compliance controls.

Basedash lets teams ask plain‑English questions of their data warehouses and SaaS sources, automatically generating validated SQL, executing it, and visualizing results in dashboards. It supports 750+ integrations, enforces SOC 2 compliance, and offers an embedding API for internal products.

Storytell.ai converts messy data into clear narratives using 945 prompts. It accepts files, images, audio, URLs and augments insights with news, social media, and research. Ideal for data scientists, marketers, analysts, it complies with SOC2, GDPR, and HIPAA.

Collects feedback from 30+ sources, automatically classifies requests, complaints, and themes, and provides full‑context views. AI‑driven surveys adapt questions, translate answers, export user stories to Jira or Linear, track trends, and deliver Slack updates.

iWeaver lets users upload documents, videos, audio, and images to extract key concepts, generate summaries, and build mind maps. It supports structured Q&A, data extraction, and visual mapping for research, analysis, and legal review. Modular agents enable API integrations for workflows.

DataLang lets users build chatbots that pull data from SQL databases, cloud services, files, and websites. The step‑by‑step workflow covers data source setup, view creation, GPT training, and deployment via URL, widget, API, or ChatGPT Store.

Unsloth Studio is a no-code web UI enabling local training, running, and exporting of open AI models like Qwen3.5 and NVIDIA Nemotron 3, simplifying experimentation for users without extensive technical expertise.

WAN 2.5 is a multimodal video generation platform that creates 1080p HD videos by integrating text, images, and audio. It features advanced image editing, pixel-level precision, and continuous quality enhancement through reinforcement learning.