Investigate the exception
The concept compares evidence and constraints instead of treating the latest chat reply as the whole case.
Developer preview · A platform for collaborative AI agents
Build AI products that finish the job.
Imagine building AI products where agents, customers, and your team work on the same case. Share progress, hand off the next step, and keep decisions connected to the work. Explore the Cosmictron developer preview and what you could build.
The intended experience
A case that moves toward a resolution.
Start with a problem in your product. Explore how an AI caseworker could investigate it, propose a resolution, and involve the people responsible for the result.
Bring people into the decision
The proposed experience shows the plan to a manager. A changed quote or delivery term would require a fresh decision.
Record a supported outcome
The target is an approved result the customer can follow. Purchase execution and restart recovery remain in development.
Scripted product concept. No live agent, customer integration, or recovery demonstration is available on this page.
Application ideas
What will you build?
Six possible products for continuing work. These are ideas to explore, not delivered Cosmictron applications or runnable examples.
Application idea
For operations teams
Order-rescue services
Build a service that investigates delays and proposes a resolution for your team.
You own inventory and supplier connectors, and the rules for a resolution.
Explore this idea, Order-rescue servicesApplication idea
For support teams and customers
Customer-resolution agents
Explore an agent that follows a case across replies and returning visits.
You own customer identity, support integrations, and permission to act.
Explore this idea, Customer-resolution agentsApplication idea
For research and procurement teams
Collaborative research workspaces
Bring specialist agents' evidence into one shared brief, with a named reviewer for the next revision.
You own document access, source quality, and evaluation rules.
Explore this idea, Collaborative research workspacesApplication idea
For operations and finance teams
Approval-driven back offices
Explore a workspace where agents prepare work and the responsible person reviews the next action.
You own business integrations, approval scope, and permission to act.
Explore this idea, Approval-driven back officesApplication idea
For creative teams
Media production workspaces
Coordinate briefs, generated assets, and review around one shared project.
You own media providers, rights checks, and large asset storage.
Explore this idea, Media production workspacesApplication idea
For software teams
Developer maintenance services
Build a service that investigates an issue, proposes a patch, and awaits review.
You own repository access, sandboxed builds, and branch policy.
Explore this idea, Developer maintenance servicesPlan one added capability
Build around your existing product.
The integration goal is a bounded AI caseworker alongside the application you already run. Keep your order, account, or ERP system of record. Select and verify each connector for the case you want to support.
Your applicationOwns the customer relationship and system of record.
A bounded connectorExchanges permitted data and supported results. The developer builds and verifies it.
Caseworker stateCosmictron's intended role is to hold the added feature's agent and case state.
Customer and team viewsYou build the interface, identity integration, and reconnect handling.
This is the intended integration design. It does not promise a delivered adapter for every system.
Agent-first by design
Built around agent work, from the database up.
Underneath Cosmictron, we are building a database around the work agents do: remembering, coordinating, and carrying work forward with people in control. Agent work, shared context, and live application state are designed together, so developers can build products around continuing work.
Memory helps an agent remember. Cosmictron is being built to help agents and people carry work forward together.
The goal is shared application state that explains who owns the next step, which decision is approved, what changed, what remains pending, and what customers and operators see.
Architecture objective. Agent sessions and tool-authorization foundations are in the server. Integrated memory, coordination, and autonomous restart recovery still need release verification. The capabilities below describe the current database preview.
Reducers
Rust WASM reducers validate changes before commit. TypeScript reducers currently require memory mode.
SQL subscriptions
Supported SQL subscriptions follow committed changes. DBSP join and aggregate foundations do not yet have WebSocket delivery.
Table policies
Supported subscription snapshots and deltas use the caller's identity. Rust WASM reducers check write policies. TypeScript reducers do not yet enforce these checks.
Your deployment
Memory mode is the default. Configurable disk storage and write-ahead logging are implemented; release validation is in progress.
Product vision
Start with a case. Explore the next job.
The ambition is continuing work that customers and teams can follow and control. A useful first feature could lead to another workflow in your product, then a shared workspace or a specialized service. These are possibilities to test, not delivered products or proven business outcomes.
Explore a bounded design partnership
Have a customer case in mind?
If you build B2B software and have a customer asking for an AI caseworker, discuss the job, your existing systems, and the decisions your team must control. Start with one defined feature and the evidence it needs.
The discussion can cover integration, your operating responsibilities, and evaluation or commercial terms. It does not promise partner acceptance, a free integration, or hosted availability. There is no verified caseworker starter to run yet.
Cosmictron is licensed under the GNU Affero General Public License v3.0. Commercial licensing is available. Contact us for the terms that apply to your proposed use.