Cast
Turn podcast audio or a transcript into a finished video, starting at $9.
OPEN-SOURCE AI SYSTEMS AND LIVE PRODUCTS
FutCo builds AI systems that can be trusted with real work: multi-model reasoning, evidence-backed decisions, persistent memory, and on-chain intelligence. We build them in the open, run them ourselves, and use what we learn to help others.

LIVE PRODUCTS
Running services, not demos. Each names what goes in and what comes out, and most have open code behind them.
Turn podcast audio or a transcript into a finished video, starting at $9.
Describe your business, get a ranked report of where AI would actually pay off.
One number for U.S. financial stress, scored by three independent models.
Navigation intelligence for on-chain capital flow, built for agents, readable by humans.
OPEN SOURCE
Three systems carry the idea: models debate, a runtime decides what to do next, and a memory keeps what was learned. All MIT licensed.
Several AI models answer, critique each other, converge, and a human decides.
A company runtime that finds opportunities, drafts proposals, and waits for a human yes.
A memory that outlives the session, and a mind that tidies it.
THE IDEA BEHIND ALL OF IT
AI should not be trusted merely because it sounds confident. Every project here is built on the same rule, and the boundaries are enforced in code, not promised in a policy.
Several models research, answer independently, critique one another, and expose real disagreement instead of averaging it away.
Deterministic code validates every proposal, applies hard limits, and owns every state change and side effect. A model never writes to the record.
Anything with a consequence waits for a logged human decision, and the outcome is recorded so later work can learn from what actually happened.
BUILD ON IT
An SDK, an MCP server, an agent scaffold, and public docs. Wire E3D into your own tools without bespoke integration.
TypeScript and Python SDK for the E3D API.
E3D token prices, on-chain stories, and agent fleet status as tools for Claude.
Reference scaffold for agents that pay for and use E3D without private keys on the default path.
Public developer documentation for the E3D platform.
npm install e3d-sdk
# or
pip install e3d-sdk
Applied FutCo AI is led by Chris Bloom, founder of FutCo LLC and E3D. Nearly three decades building the systems that keep networks secure and visible — monitoring, security analytics, access controls, audit trails — now shape how Applied FutCo AI builds AI: approvals, logging, and clear ownership by default, not autonomous behavior.
Chris also builds and runs E3D, FutCo's on-chain intelligence and AI-agent platform — a practitioner shipping production AI and blockchain systems today, not an advisor working from slides.
AI CONSULTING
The same practices behind these projects, approvals, traceability, and measured results, are available for your business. Start with a free summary, or go straight to an Audit or a fixed-scope Sprint.
Try a product, read the code, or tell us what you are building.