stack.tools

Orchestration & Agents

Agent frameworks, LLM app frameworks, workflow engines (LangChain/LangGraph, LlamaIndex, Temporal-for-AI, MCP usage, custom).

23 verified facts across 17 companies

C.H. Robinson

Global logistics and freight brokerage company.

LangChain

Builds AI agents for interoperability and model switching.

High confidence

Receipts · 1

Show quotes (1)
  • “C.H. Robinson’s GenAI engineering team started by building their AI agents using langchain (the open-source framework) for maximum interoperability.” — blog.langchain.dev, Mar 10, 2025

Source last verified Jul 27, 2026

LangGraph by LangChain

Orchestrates shipment agents prototyped and debugged in LangGraph Studio.

High confidence

Receipts · 1

Show quotes (1)
  • “The visual LangGraph Studio also helped their engineers prototype and debug complex agent interactions, saving them development time.” — blog.langchain.dev, Mar 10, 2025

Source last verified Jul 27, 2026

Caylent

AWS premier consulting partner delivering cloud and AI services.

Claude Agent SDK by Anthropic

Powers the Accelerate agentic delivery system for migrations.

High confidence

Receipts · 1

Show quotes (1)
  • “The team rebuilt Accelerate on the Claude Agent SDK,” — claude.com, Jul 2026

Source last verified Jul 27, 2026

Cursor (Anysphere)

AI code editor and agentic coding platform (Agent, Tab, Composer, Bugbot, Cloud Agents).

Model Context Protocol by Anthropic (open standard)

Extensibility layer connecting the agent to external tools and data.

High confidence

Receipts · 1

Show quotes (1)
  • “Model Context Protocol (MCP) enables Cursor to connect to external tools and data sources.” — cursor.com, Jul 2026

Source last verified Jul 26, 2026

Klarna

Swedish buy-now-pay-later payments and consumer banking company (NYSE: KLAR).

LangGraph by LangChain

Agent framework the customer-service AI Assistant is built on.

High confidence

Receipts · 1

Show quotes (1)
  • “Built on LangGraph and powered by LangSmith, the AI Assistant handles tasks ranging from customer payments, to refunds” — langchain.com, Feb 12, 2025

Source last verified Jul 26, 2026

MetaBuddy

AI wellness app unifying health and fitness data.

Weaviate Query Agent by Weaviate

Orchestrates intelligent queries for personalized coaching and insights.

High confidence

Receipts · 1

Show quotes (1)
  • “Weaviate’s Query Agent allowed us to unify our users’ wellness data into a single intelligent interface.” — weaviate.io, Jul 2026

Source last verified Jul 27, 2026

monday.com

Work OS platform for project and service management.

LangGraph by LangChain

Underpins customizable ReAct agents for enterprise service management.

High confidence

Receipts · 1

Show quotes (1)
  • “AI service workforce is a customizable, LangGraph-based, ReAct agent” — blog.langchain.com, Feb 18, 2026

Source last verified Jul 27, 2026

Notion

Connected AI workspace for docs, wikis, projects, and enterprise search (Notion AI, Agents, Q&A).

Custom agent harness by Notion

In-house agent framework behind Notion Agents with extensive internal tools.

High confidence

Receipts · 2

Show quotes (2)
  • “There's now like over a hundred tools. Just for all, all the crazy notion stuff.” — latent.space, Apr 15, 2026
  • “We have rebuilt our harness three or four times.” — latent.space, Apr 15, 2026

Source last verified Jul 26, 2026

Notion MCP server by Notion

Official hosted MCP server letting external AI clients act on workspaces.

High confidence

Receipts · 2

Show quotes (2)
  • “manages sessions and securely stores the API token from the OAuth exchange” — notion.com, Jul 15, 2025
  • “Official Notion MCP Server” — github.com, Jul 2026

Source last verified Jul 26, 2026

Claude Managed Agents by Anthropic

Embeds Anthropic-hosted coding agents inside Notion via the Managed Agents API.

High confidence

Receipts · 1

Show quotes (1)
  • “Managed Agents was great because we just pull in the API and it works within the product.” — claude.com, Jul 2026

Source last verified Jul 27, 2026

Perplexity

AI answer engine combining a proprietary web index with LLMs to deliver cited, conversational search.

Model Context Protocol by Anthropic

Agent-integration standard with an official server exposing Sonar and Search.

High confidence

Receipts · 1

Show quotes (1)
  • “The official MCP server implementation for the Perplexity API Platform” — github.com, Mar 10, 2025

Source last verified Jul 26, 2026

Podium

AI-powered lead conversion and communication platform for local businesses.

LangChain

Underpins single-turn interactions in its AI employee.

Medium confidence

Receipts · 1

Show quotes (1)
  • “Initially, Podium used the LangChain framework for single-turn interactions.” — blog.langchain.dev, Aug 15, 2024

Source last verified Jul 27, 2026

LangGraph by LangChain

Reduces orchestration complexity and increases conversation controllability.

High confidence

Receipts · 1

Show quotes (1)
  • “integrating LangGraph into its workflow, reducing complexity in their agent orchestration” — blog.langchain.dev, Aug 15, 2024

Source last verified Jul 27, 2026

Rakuten Group

Japanese internet conglomerate spanning e-commerce, fintech, and digital content.

LangChain

Builds AI solutions and employee chatbots for clients and staff.

High confidence

Receipts · 1

Show quotes (1)
  • “Rakuten recently leveraged LangChain’s OpenGPTs package to deliver an employee empowerment experience” — blog.langchain.dev, Feb 14, 2024

Source last verified Jul 27, 2026

Ramp

Finance automation platform for corporate cards, expenses, and payments.

Vercel AI SDK by Vercel

Builds semantic search across scattered internal assets.

High confidence

Receipts · 1

Show quotes (1)
  • “The team is now using the Vercel AI SDK to build semantic search across disparate internal assets.” — vercel.com, Feb 17, 2026

Source last verified Jul 27, 2026

Sensay

Platform for AI replicas and digital twins.

Vercel AI SDK by Vercel

Streamlines building and maintaining AI features.

High confidence

Receipts · 1

Show quotes (1)
  • “use the Vercel AI SDK to streamline” — vercel.com, Jan 27, 2026

Source last verified Jul 27, 2026

ServiceNow

Enterprise platform for IT, employee, and customer workflows.

LangGraph by LangChain

Orchestrates multi-agent workflows with knowledge-graph and MCP integration.

High confidence

Receipts · 1

Show quotes (1)
  • “ServiceNow has integrated their knowledge graph and Model Context Protocol (MCP) with LangGraph” — blog.langchain.com, Nov 17, 2025

Source last verified Jul 27, 2026

Shopify

E-commerce platform powering millions of merchant storefronts and an AI merchant assistant (Sidekick).

Roast by Shopify (open source)

Home-grown Ruby DSL for structured AI workflows.

High confidence

Receipts · 2

Show quotes (2)
  • “Non-determinism is the enemy of reliability.” — shopify.engineering, Jun 18, 2025
  • “Build complex AI-powered automation with simple, declarative Ruby syntax.” — github.com, Jul 2026

Source last verified Jul 26, 2026

Model Context Protocol (MCP) by Anthropic (open standard)

Exposes internal company data and storefronts to agents over MCP.

High confidence

Receipts · 2

Show quotes (2)
  • “Connect any AI assistant to real-time commerce data from Shopify stores” — shopify.dev, Jul 2026
  • “We make every single piece of data inside the company available” — firstround.com, Jul 15, 2025

Source last verified Jul 26, 2026

Spotify

Music and audio streaming service.

Claude Agent SDK by Anthropic

Powers Honk, the fleet-management agent automating code changes across repositories.

High confidence

Receipts · 1

Show quotes (1)
  • “It’s the Claude Agent SDK running in a Kubernetes pod.” — claude.com, Aug 2026

Source last verified Aug 22, 2026

Trellix

Cybersecurity company focused on extended detection and response.

LangGraph by LangChain

Builds the internal Sidekick agent platform for log-parsing automation.

High confidence

Receipts · 1

Show quotes (1)
  • “Trellix Professional Services Team used LangSmith and LangGraph – including the visual LangGraph Studio – to develop Sidekick” — blog.langchain.dev, Apr 21, 2025

Source last verified Jul 27, 2026

Vodafone

Multinational telecommunications company.

LangChain

Builds AI assistants and RAG pipelines for data operations.

High confidence

Receipts · 1

Show quotes (1)
  • ““We’ve been using LangChain’s components for over a year now,”” — blog.langchain.dev, Mar 23, 2025

Source last verified Jul 27, 2026

LangGraph by LangChain

Constructs modular agents as subgraphs in multi-agent workflows.

High confidence

Receipts · 1

Show quotes (1)
  • “Vodafone used LangGraph to construct modular agents as subgraphs” — blog.langchain.dev, Mar 23, 2025

Source last verified Jul 27, 2026