Scattered work
Disconnected tools, ad hoc AI use, and experiments with no shared workflow or owner.
APPLIED AI FOR TECHNICAL, OWNER-LED BUSINESSES
AI that ships to production — not a slide deck.
Applied FutCo AI finds the highest-value workflows in software, security, networking, and blockchain-adjacent businesses, then implements working AI systems with human approval and full traceability built in.
Strategy, implementation, training, and ongoing optimization — from an engineer who builds and runs production AI and on-chain systems himself.
Ranked by value and risk
Opportunities scored on value, feasibility, and risk before any commitment is made.
Shipped with human review
The smallest useful workflow goes live with approval and fallback controls built in.
Measured result
Time, quality, or throughput improvement is tracked against a baseline — not assumed.
AI experiments are easy. Value is harder.
Most businesses already have AI tools. What's hard is deciding where AI belongs, connecting it to real work, and proving it creates value.
Too many possible tools
It is difficult to separate useful capabilities from short-lived hype and overlapping subscriptions.
Disconnected experiments
Employees may use AI individually, but the company has no shared workflows, controls, or measurements.
No implementation owner
Valuable projects stall between business leadership, IT, vendors, and employees who already have full-time responsibilities.
Useful systems need boundaries.
AI should not be trusted merely because it sounds confident. Each implementation is designed around the sensitivity of the data, the cost of an error, and the level of autonomy the business can responsibly support. This isn't an afterthought bolted on at the end — it's the same discipline behind two decades of network security and performance analytics, applied to AI.
- Human approval for consequential actions.
- Grounded sources and traceable outputs where appropriate.
- Role-based access and least-privilege integrations.
- Logs, evaluation, fallback behavior, and escalation paths.
- Local, open-source models on your own infrastructure when data cannot leave your network.
- Clear ownership after handoff.
Start with the workflow, not the model.
We examine how information and decisions move through your business, identify the highest-leverage opportunities, and implement the smallest useful system that can demonstrate a result.
Discover
Find repetitive, expensive, slow, or information-heavy work.
Design
Define the right balance among AI, automation, software, and human judgment.
Implement
Connect a working system to the tools and data your team already uses.
Measure and improve
Establish a baseline, observe performance, and expand what works.
FEATURED ENGAGEMENT
AI Business Upgrade Sprint
A focused engagement that turns one or two valuable AI opportunities into working business workflows—complete with success metrics, human controls, team training, and a practical roadmap for what comes next.
Understand the business and establish a baseline.
Rank opportunities by value, feasibility, and risk.
Implement one or two focused workflows.
Train the team and measure the result.
Deliver a 90-day expansion roadmap.
Where applied AI can create leverage
- Meeting-to-CRM follow-up
- Proposal and RFP preparation
- Internal knowledge search
- Customer-support assistance
- Recurring report generation
- Prospect and account research
- Document review and classification
- Software development and documentation
- Network and security event triage
The right first project depends on frequency, labor cost, information quality, business importance, and the ability to measure the outcome.
Built by an engineer, not a theorist.
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.
Proof you can click through yourself.
Real, live products built and operated by the same team — not case studies of someone else's work.
E3D ↗
List your token in one API call — no exchange form, no human reviewer, no wait.
Cast ↗
Turn podcast audio or a transcript into a finished video, starting at $9.
E3D Maps ↗
Navigation intelligence for on-chain capital flows — built for agents, readable by humans.
Start at the level that fits your business.
AI Products
Self-serve, automated — buy without talking to us first. Some available now, more on the way.
See what's availableAI Opportunity Audit
Identify, rank, and plan the best opportunities before committing to implementation.
Explore the AuditAI Business Upgrade Sprint
Implement one or two valuable workflows and establish measurable results.
Explore the SprintAI Care Plan
Keep a shipped workflow running, tuned, and improving without a full leadership retainer.
Explore Care PlansFractional AI Leadership
Maintain an AI roadmap, oversee implementation, and continually improve adoption and governance.
Explore Ongoing SupportFind the first AI project worth doing.
In an introductory conversation, we will discuss where your team spends time, where information gets stuck, what you have already tried, and whether there is a practical opportunity to pursue together.