Gumloop

GumloopSince 2024-04

Gumloop is a visual workflow automation platform that enables non-technical operators and engineers alike to build powerful AI pipelines, web scrapers, and data enrichment agents without writing code. With an intuitive node-based canvas, users can chain together leading LLMs (Claude, GPT-4o, Gemini), browser automation scrapers, and third-party APIs. Unlike traditional automation tools like Zapier or Make, Gumloop is purpose-built for non-deterministic AI workflows. It handles unstructured data, PDF document parsing, web search loops, conditional classification, and bulk spreadsheet processing with enterprise-grade reliability. From automated lead enrichment and SEO content generation to competitive intelligence monitoring and customer operations, Gumloop automates hours of repetitive manual knowledge work in a matter of clicks.

Gumloop's architecture combines a cloud-native workflow execution engine with headless browser clusters capable of bypassing captchas, rendering dynamic JavaScript, and extracting structured JSON from any webpage. Users can leverage built-in nodes for OCR, vector search, Python/JavaScript code execution, webhook triggers, and direct integrations with Google Sheets, Airtable, Notion, Slack, and HubSpot. The platform supports parallel sub-flow execution, rate-limit management, error handling retries, and scheduled cron triggers, making it suitable for both ad-hoc data extraction and mission-critical production automations.

MeetStream AISince 2026-05

MeetStream AI is a cloud infrastructure platform and unified REST/WebSocket API that enables engineering teams to deploy intelligent meeting bots across Zoom, Google Meet, Microsoft Teams, and Webex. Instead of managing complex headless browser clusters, audio capture pipelines, and conferencing lobby bypasses, developers use MeetStream to send bots into meetings with a single API call.

The platform captures raw multi-track audio, video streams, and real-time transcripts with native per-speaker identification. MeetStream supports bi-directional interaction: bots can speak natively in the conference, display dynamic video or slide cards, and execute tool calls in response to live verbal triggers. With sub-3-second join latency and native WebRTC transport, MeetStream provides the foundational plumbing for next-generation AI sales copilots and meeting intelligence products.