WildreasonAgent organizations
Build an extraordinary company.
Wildreason turns many specialized models into an agent organization that does real work end to end, inside the goals and boundaries you set.
Organize agent teams
Bring your team in
Point at the world
Push what's possible
Why agent organizations
Models give agents their senses. Agents do the work.
No single model is best at everything. Wildreason agents work with many specialized models, each chosen for what it does best, the way a team draws on specialists. The agent organization does the rest: decide in real time, learn by trial and error, and own the result.
01Work in every form
Work arrives as a spreadsheet, a phone call, a codebase, a warehouse floor. Agents meet it in whatever form it takes, drawing on the right model for each.
02Reasoning together, in real time
Agents gather what they don't yet know, run experiments and reason with each other as the work unfolds, instead of relying only on what a model learned in training.
03Assistants wait. An agent organization keeps working.
Most agents today work one prompt at a time, with a person approving each step. Wildreason agents split the work, hand it off, check each other and carry it through for days, with every action on the record.
04Within bounds
Every team works inside the budgets, policies and approvals you set. What would cross a line is held for you, and nothing goes over budget.
Real-world examples
Give an agent organization a goal. Give it access to the world. It experiments until something works.
Built with Wildreason
WhaleGuard: Smarter voyages, less fuel
A two-person lab working on saving fuel and wildlife and building smart ships used Wildreason to build WhaleGuard, an autonomous voyage-planning system for commercial shipping. The goal is simple: arrive on time while using less fuel, without violating whale-protection speed limits.
- 8.6-26.6%
- fuel savings versus full-speed operation
- $107,271
- estimated savings on one New York-Rotterdam crossing
- 200+
- automated checks run by three AI agents
V0.1 is the first working system, tested on three real voyages using live ocean data. The next version adds route optimization, official whale-zone maps, wind and waves, and calibration against real ship data.
What else an organization could take on
Discover a new material
Build the world's best adhesive
Turn waste into something valuable
Develop a crop for a changing climate
Build a robot that learns to do something nobody has programmed it to do
Latest research
All research
Autonomous game creation
From an 8-year-old’s idea, the team organized itself into builders and players and shipped Super 3D Crafts with no person stepping in.
Play Super 3D Crafts
Agent Web Directory
What can an agent read on the web? MCP servers, agent skills, protocols and the sites that let agents in.
Mechanical Tenderness
How should software carry itself around people? A typeface for the text agents write, in three registers.
Currently
Building a world where small teams do extraordinary work, and agent teams carry the rest.
Wildreason is building toward a truly abundant society, where a few people can compete, accomplish and rebuild the world around them, work that once took an entire company.
Agents grow in intelligence where people work together best, by carrying real work from the goal to the result. Wildreason gives them the structure to do it: agent teams that operate as an agent organization, driven by your goals and held to your boundaries.