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EST. 2025 / LOVETTSVILLE, VIRGINIA

The next industrial revolution starts here. Powered by AI. Funded by the work that ends the need for war.

Hypha is AgentForge's agentic AI platform for the Department of War and the Intelligence Community. Local-first, air-gap capable, operator-built.

Agentic AI, Built for Decision Dominance

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AgentForge medallion, 1776 to 2026 AgentForge bicentennial medallion. Concentric navy and red rings frame a gold five-point star, surrounded by the engraved headline "AGENTFORGE - Powering the Next Industrial Revolution". AGENTFORGE · POWERING THE NEXT INDUSTRIAL REVOLUTION ·

AMERICA 250

A country that remembers what it can build.

The semiquincentennial year is not a marketing moment. It is a deadline the country set for itself two and a half centuries ago. AgentForge builds the technologies that make the next quarter-century one this country leads, on the strength of what it ships, not on the strength of what it argues.

Hypha is the first thing we are shipping. It is an agentic AI platform that puts the operator, not a forward-deployed engineer, in the seat where the model gets built. That is the lever. The country that puts the modeler closest to the mission is the country that decides the next thirty years.

1776 Founding
2026 Semiquincentennial
2076 The deadline
Stylized cross section of the American industrial arc with four labeled eras: iron range eighteen sixties, steel mills nineteen hundreds, silicon valley nineteen seventies, and Hypha twenty twenty six. Gold rivets and annotation callouts connect ore mounds and steel ingots to gears and a hydraulic press, then to a Saturn V rocket, a silicon chip die, and a server rack.
Exploded view of the Hypha operator workstation: a faux browser at the top, an agent fabric panel with five connected nodes on the left, a data inventory list on the right, a model evaluation chart in the centre showing cross-validation score zero point nine five three then a holdout score of zero point one four three with a red REFUSED stamp, and a dashboard composition row with four key performance indicator tiles. Operator hands rest on the keyboard at the bottom.

THE PLATFORM

The operator is the modeler.

1

Drop the data in.

Sensor tracks, telemetry, doctrine, after-action reports, full-motion video. Hypha ingests in the room where the data lives. No cloud, no API key, no network egress.

2

Describe the question in English.

A staff officer who has never written Python asks "which units are behaving differently than they were last week," and Hypha runs autonomous EDA, feature engineering, model selection, training, evaluation, and dashboard composition end to end.

3

See the work, then make the call.

Hypha shows its reasoning, cites its sources, and flags its own failures. The canonical demo trains a model that scores 0.953 in cross-validation and 0.143 on the holdout, and Hypha refuses to deploy it. That is the platform. The operator is in the seat, but the platform tells the truth.

Walk through the platform

Or skip the tour and open a channel.

THE PRODUCT, ON ONE SCREEN

This is Hypha at the operator workstation.

Five panels, one screen, one operator. Workflow ladder on the left, agent fabric and live event stream in the centre, honest model evaluation on the right with the canonical 0.953 to 0.143 refusal, data inventory below it, and a dashboard composition row across the bottom. The operator never leaves the seat.

Full screen mockup of the Hypha operator workstation: a faux browser at the top showing the URL hypha dot local. A workflow sidebar on the left lists five steps from drop the data through make the call, with step three watch the agents highlighted as running. The centre panel shows an agent fabric of eleven nodes connected by sparkle blue wires, with a gold orchestrator node at the centre. A live event stream below logs five timestamped agent messages, ending with a red refuse deploy line. The model evaluation panel on the upper right shows three cross-validation bars near one point zero and three holdout bars near zero point one, with a red REFUSED stamp rotated across the gap. A data inventory panel below lists seven file rows with sparkle blue size bars. A dashboard composition row across the bottom shows four key performance indicator tiles: TRL six April twenty twenty six, runtime two hours thirteen minutes, eight thousand five hundred ninety five tests passing, and program awardable on CDAO Tradewinds. Operator hands at the lower right edge anchor the seat.

Built for the staff officer who has never written Python. Built on a 48 GB workstation, in the room where the data lives, with no cloud and no network egress.

THE PROOF

Validated where the work is.

Validated against the USSOCOM TE 26-2 corpus, 114 doctrine documents, approximately 16,000 retrieval chunks, 2.1 million rows of operational telemetry. End to end in 2 hours 13 minutes, wall clock, on a 48 GB workstation. PEO-SDA recommended USSOCOM consider deploying AgentForge via OTA on CDAO Tradewinds within 60 to 80 days.

"End to end in two hours thirteen minutes, on a forty-eight gigabyte workstation, in the room where the data lives." USSOCOM TE 26-2 · April 2026

TRL 6

April 2026, USSOCOM TE 26-2

2:13

end-to-end pipeline, wall clock

8,595

backend tests passing

Awardable

CDAO Tradewinds

Read the assessment story

Have questions about the program? Open a channel.

WHY THE WORK PAYS FOR THE WORK

The country that builds the next thing first does not have to fight for it.

Peace through capability. AgentForge is a defense AI product company because that work funds the larger mission, and because the country that puts the best tools in the hands of the people defending it does not have to defend it as often.

Hypha is the engine. The rocket is what we are building for the next generation, the one that will inherit whatever this country chooses to be in 2076. We are building it for them.

Read the founder note

Or talk to Bailey directly: open a channel.

QUESTIONS, ANSWERED

Questions, answered.

What is AgentForge?
AgentForge, Inc. is a U.S. defense AI product company headquartered in Lovettsville, Virginia, founded in 2025 by Bailey Mahoney. It builds Hypha, an agentic AI platform for the Department of War and the Intelligence Community. This is not the open-source AgentForge agent framework or any other company sharing the name.
What is Hypha?
Hypha is AgentForge's agentic AI platform. It runs autonomous exploratory data analysis, feature engineering, model selection, training, evaluation, and intelligence synthesis end to end. The operator describes the question, Hypha builds the model, and the platform reports honestly on whether the model is ready to deploy.
Who is Hypha for?
Hypha is built for the U.S. Department of War and the Intelligence Community, including the programs, integrators, and teaming partners that support them. It puts the operator, not a forward-deployed engineer, in the seat where the model gets built.
Is Hypha deployable today, and what is its readiness level?
Hypha is at TRL 6 as of April 2026, validated against the USSOCOM TE 26-2 corpus, and is on track for TRL 9 by December 2026. PEO-SDA recommended USSOCOM consider deploying AgentForge via Other Transaction Authority on CDAO Tradewinds within 60 to 80 days.
Is Hypha cloud-based or air-gapped?
Hypha is local-first and air-gap capable. It runs on a workstation with 32 GB of memory minimum and 48 GB recommended, using no cloud LLM and no data egress. Government data stays inside the boundary.
How do I get in touch with AgentForge?
Email [email protected] or call 703-517-2081. AgentForge is headquartered in Lovettsville, Virginia, and Bailey reads inbound the day it lands.

OPEN A CHANNEL

Tell us what you are trying to solve.

Government programs, integrators, teaming partners, technologists, and press: there is one inbox and one phone number. Bailey reads it himself.

Bailey reads inbound the day it lands.

Need to share clearance, organization, or a longer brief? Open the full channel form.

[email protected] · 703-517-2081 · Lovettsville, VA