R&D · Professional Services

We build custom Agents and Infrastructure that powers them

We design, build, and deploy production agents, frameworks, and integrations. Our R&D powers Courier OS, Scout, the MCP Store, and emerging AI/AX work.

How RecursionAI fits together

R&D and professional services — one company

Courier OS and Scout prove the stack. Strategy, builds, and training are how you buy it. The MCP Store is the App Store for Agents. Packaged Sales, HR, and Support agents are a fixed-scope shortcut when they fit.

Professional services

Four ways to engage

Strategy Sprint ($700–$1,500), custom builds ($2k–$10k), DevOps/infra ($5k–$15k), and team training ($200/seat). Packaged agents live separately as a rigid fixed-scope offer.

Strategy Sprint

Agent/MCP Strategy Sprint

$700–$1,500

Two one-hour calls. Come prepared to answer our questions and grant necessary access — we deliver a detailed strategy report covering agents, MCP, and integration options.

Book a Strategy Sprint

Custom builds

Custom agents, MCPs & deployments

$2k–$10k

Optional retainers $600–$4k/mo

Custom-priced builds for agents, MCP servers and apps, integrations, MCP compatibility, deployment, and Courier/Scout work.

Start a custom build

Training

AI/AX & MCP team training

$200/seat

Custom team sessions on agent integration and design, MCP development, and emerging AI/AX principles. Frameworks, publications, SDKs, and tools are coming soon.

Request training

Ops · Hardware · Cloud

DevOps, deployment & server orchestration

$5k–$15k

Ops retainers $1k–$5k/mo

Premium infrastructure engagements — procure local AI compute, stand up servers and clusters, wire cloud providers, and keep the stack running. This is the hardware and ops layer under your agents.

Scope infrastructure

Flagship R&D

Courier OS — the operating system for local AI

Literal local AI infrastructure for Apple silicon: open-source models on hardware you control, with Scout as the agent that can operate your computer.

Courier OS

The operating system for local AI on Apple silicon

Courier OS is the literal operating system for local AI — built to run open-source models on Apple silicon you control. A web dashboard for management and monitoring, plus inference, Scout (our local agent), custom apps, automations, agentic coding tools, and device management.

Scout

A local agent that can do anything you can on your computer

Scout is the agent inside Courier OS — optimized to run open-source models on your machine instead of relying on cloud models. It operates your computer, connects to MCP tools, and turns local inference into a real agentic interface.

MCP Store

The App Store for Agents

Discover, install, build, and distribute MCP tools that give agents real capabilities — one account, unified OAuth, and clients like Cursor, Claude, and Courier/Scout.

For users

Install tools into your agents

Browse the catalog, connect with a single RecursionAI account, and install MCP servers into compatible clients without juggling per-app credentials.

Browse catalog

For builders

Publish and distribute MCP apps

Ship managed or self-hosted MCP apps, reach agent users through the Store, and manage billing and partner settings from one dashboard.

Loading featured apps…

Selected work

Agents and integrations in production

SubmittalIQ, Cook'n/DVO at 200M+ tokens/month on a single Mac Studio, and open MCP infrastructure from the lab.

Client work

SubmittalIQ

Pharmaceutical AI agent with a unified FDA brain from real FDA data

A production pharmaceutical agent with FDA-grounded retrieval, structured analysis, and submission feedback workflows.

Read more

Client work

Cook'n / DVO Enterprises

API-powered AI features for a 30+ year recipe organizer

Shipped AI recipe features via API integration. Cook'n processes more than 200 million tokens per month on a single Mac Studio.

Read more

Open source

FlowDB

AI-native database stack with MCP out of the box

MCP-native data layer for agent applications.

Read more

AI/AX · Emerging

Agent Interface / Agent Experience

AI/AX is an emerging design category under active R&D. We offer custom design expertise for agent integrations and $200/seat team trainings today. Frameworks, publications, SDKs, and tools are coming soon.

Available now

Custom expertise & training

  • • Custom AI/AX design for agent integrations
  • • Team training at $200/seat
  • • Agent integration and MCP development workshops
Request AI/AX expertise

Coming soon · In development

Frameworks, publications & tools

  • • Principles, frameworks, and publications
  • • Maturity-model examples and training curriculum
  • • SDKs and design / evaluation tools
See R&D roadmap →

Ready to start?

Tell us about your agent, MCP, Courier, or training need. We review every inquiry and follow up by email within 4 business days.