Starburst Enterprise

Amazon Neptune is a fully managed graph database supporting RDF and property graphs. Parquet export for analytics. SPARQL queries on RDF. Instant replication for read scaling. Backups to S3. Integrate…

Azure ML provides end-to-end ML capabilities. Automated ML. Model training and evaluation. Model deployment and monitoring. Enterprise governance. Azure ecosystem integration.

BehaviorTree AI is a visual NPC behavior authoring system for non-programmers. Game designers create decision trees, animations, and dialogue without code. The system generates C++ code or blueprint g…

BentoML is a framework for packaging and serving ML models. Docker containerization. Adaptive batching for throughput. A/B testing framework. Growing Python ecosystem adoption.

BudgetPlanning helps customers understand repair costs and options. You show them why repairs are necessary. Financing options are presented. Customers make informed decisions. Customer satisfaction i…

Apache Cassandra stores time-series at petabyte scale. Write-heavy workload optimized. Time-bucketing for efficient queries. Replication across regions. Used by Apple and Netflix.

OpenAI's conversational AI for writing, summarization, coding, and research. Excels at long-form content, brainstorming, and detailed explanations. Supports images, files, and web browsing on paid pla…

ClickHouse is columnar storage for analytic queries. 100B+ row tables analyzed in seconds. Compression 10x. Real-time ingestion. Time-series use case fully supported. Used by Yandex and Cloudflare.

Run AI inference at the edge with Cloudflare's global network. Deploys AI models close to users with low latency and no cold starts.

ComplianceReports generate reports required by regulators and insurance. You compile compliance data automatically. Reports are audit-ready. Certifications are tracked. Regulatory requirements are met…

AI-first code editor built on VS Code with deeply integrated AI for coding, debugging, and refactoring across your entire codebase. Features multi-file diff preview, inline edits via Cmd+K, a full cod…

Databricks unifies data warehousing and ML on a single platform using Delta Lake. Query structured data with SQL, run Spark jobs for ETL, and train models without moving data between systems. Multi-cl…

MLflow is an open ML lifecycle platform. Track experiments, metrics, params. Model registry for versioning. Model serving with REST API. Integration with Spark. Industry standard.

AI-accelerated Docker build cloud that delivers up to 40x faster container builds than standard GitHub Actions runners through persistent remote caching and optimized build infrastructure. Zero config…

Dremio democratizes data access by running SQL directly on data lakes without expensive copies into a data warehouse. It reflects schema changes instantly and caches hot data in memory for sub-second …

Druid is a real-time OLAP datastore for exploratory analytics. Ingests streaming data. Sub-second queries on billions of rows. Millisecond-latency drill-down. Used by Airbnb and Netflix.

Fivetran automates data movement from 500+ source systems (Salesforce, Marketo, production DBs) into cloud warehouses. Connectors auto-detect schema changes and replay late-arriving data without rebui…

Platform for deploying full-stack apps and databases close to users worldwide using lightweight VMs with fast startup times.

GameTune Studio is a real-time performance tuning tool for game developers. Engineers profile frame rates, memory usage, and GPU bottlenecks directly in-game. The software generates specific optimizat…

AI pair programmer integrated into VS Code, JetBrains, Neovim, and other editors. Suggests code completions, entire functions, tests, and documentation inline as you type. Understands the full context…

An open-source Python library from Hugging Face for building and sharing interactive ML model demos and applications in minutes. Gradio wraps any Python function, typically an AI model inference funct…

Gradio creates simple interfaces for ML models. Share models via public link. Input/output components. LaunchPad for easy deployment. Hugging Face integration.

H2O provides MLOps for at-scale model development. AutoML. Model governance and monitoring. Deployment framework. Enterprise support. Founded by Kaggle team.

An open-source LLM observability and caching platform that adds monitoring, cost tracking, and caching to any LLM application with a single line of code change. Helicone works as a proxy: developers r…

Hex is a notebook environment for data analytics teams that bridges Jupyter and Dashboards. Write SQL, Python, and R in reactive cells. Parameters auto-build filters without code. Share notebooks as i…

Hugging Face Hub hosts 300,000+ models. Model cards with metadata. Community discussions. Inference API. Standard for NLP model sharing. Non-profit organization.

Apache Iceberg is an open table format for huge analytic datasets built on cloud object storage. Tables support schema evolution, partition pruning, and time travel to any snapshot. Data engineers ver…

Keboola is a cloud-native ETL platform for marketing, sales, and finance teams. No coding needed. Connect sources (Salesforce, Shopify, Google Ads), apply transformations (SQL, Python, dbt), load targ…

Kubeflow runs ML workflows on Kubernetes. Pipelines for training and inference. TensorFlow, PyTorch, XGBoost support. Model serving with KServe. CNCF project. Enterprise-ready.

An open-source Python library and proxy server providing a unified API interface for calling over 100 different LLM providers through a single OpenAI-compatible format. Developers write code against t…

Docker-first self-hosted AI stack that provides OpenAI-compatible API endpoints for running LLMs, image generation, and audio models on your own infrastructure. Supports multiple backends and models s…

Matillion builds cloud-native data pipelines on Snowflake and BigQuery without Airflow or code. Designers drag components (SQL, REST API, ML transforms) into DAGs. Matillion handles authentication, lo…

A cloud infrastructure platform for running Python code on serverless GPUs and CPUs, designed specifically for machine learning inference, model training, and AI data processing workloads. Developers …

Neon provides serverless Postgres with pgvector support. Auto-scaling compute. Point-in-time recovery. Branching for dev/test. Simple pricing. Vector search at scale.

Web platform for deploying and hosting frontend applications with CI/CD, edge functions, forms, and AI-powered performance insights.

pgvector is an open-source extension for Postgres. Store and search vectors in Postgres. Index types: IVF, HNSW. No separate database needed. Simple to deploy. Community-maintained.

Prefect is a workflow orchestration platform that replaces Airflow with a Pythonic, modular approach. Flows are Python functions with auto-retry, parameterization, and built-in parallelism. Deployment…

QuestDB is a high-performance time-series database. Native SQL support. Column-oriented storage. Nanosecond precision timestamps. Batch import at billions of rows/sec. Used by InfluxData and Xignite.

Ray Tune is a hyperparameter tuning library. Distributed optimization across clusters. Population based training. Algorithms: Bayesian, evolutionary. Integration with PyTorch and TensorFlow.

ReviewManager gathers and responds to customer reviews. You request reviews after every job. Positive reviews are amplified online. Negative feedback is responded to professionally. Reputation improve…

RisingWave is a cloud-native stream processing SQL database. Continuous aggregations and joins. Auto-saves state. PostgreSQL wire protocol compatible. Time-series optimized. Series-A funded.

Rockset combines real-time search with SQL. Indexes all data automatically. Sub-second queries. Supports JSON, Parquet, CSV. Serverless scaling. Series-B company.

Amazon SageMaker provides end-to-end ML workflows. Notebooks, training, hyperparameter tuning, inference. AutoML capabilities. Experiments and model registry. Market-leading platform.

ScyllaDB is a Cassandra-compatible database written in C++. 10x faster than Cassandra. Lower latency. Drop-in replacement. Fully managed cloud option. Used by Datadog and Outbrain.

Seldon Core deploys and manages ML models in production. Multi-model serving. A/B testing and canary deployments. Kubernetes-native. Open-source with commercial support.

Streamlit rapidly builds ML web apps in Python. Interactive widgets with no frontend coding. Real-time reruns on code changes. Deployment to Streamlit Cloud. Developer-friendly.

Supabase hosts open-source Postgres with pgvector. IVF and HNSW indexing. Realtime subscriptions. Row-level security. Built on pg_trgm for text search.

Tabular is an Apache Iceberg company founded by the original Iceberg committers from Netflix. It provides a fully managed, serverless Iceberg environment with automatic optimization and time-travel re…

TechnicianTraining delivers certification courses for your team. Modules cover different systems and skills. Quizzes verify understanding. Training records are tracked. Team knowledge stays current wi…

TimescaleDB extends PostgreSQL for time-series. Automatic hypertable partitioning improves query speed. Continuous aggregates materialize summaries. Compression reduces storage 95%. Same SQL as Postgr…

Trino is the open federation engine letting analysts query Postgres, S3, Cassandra, MongoDB from one SQL dialect. Cost-based optimizer chooses pushdown strategy. Hive connector reads Parquet, ORC, and…

Upsolver lets analysts write SQL against streaming data and data lakes as if they were static tables. No Scala or Kafka expertise required. Upsolver infers schemas from JSON payloads and materializes …

Meta's Velox is an open-source vectorized query execution engine powering Presto and Spark. SIMD operations and columnar processing cut memory and CPU use. Native support for complex types (maps, arra…

Google Vertex AI offers unified ML operations. AutoML for custom models. Pre-trained model APIs. Model monitoring and retraining. GCP-native integration.