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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

Open a channel See Hypha

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
Engraved plate of the American industrial arc: four stepped pedestals rise left to right like a staircase, carrying an anvil for the iron range of the eighteen sixties, a sawtooth roofed steel mill for the nineteen hundreds, a silicon chip die for the nineteen seventies, and the Hypha reticle mark crowned with a gold sunburst for twenty twenty six. A dashed gold arc climbs across all four.

Plate I · The American industrial arc, 1860 to 2026

The real Hypha decision-support console: a dark operations surface with the operator's plain-English query across the top, a red DO NOT DEPLOY verdict banner, a KPI strip showing the honest holdout score of 0.143 against a cross-validation score of 0.953, a tracked-units list with red and blue force markers, a tactical situation map with hex-binned unit positions and two trajectories, a playback timeline, and the doctrine bar.

Plate II · The Hypha console, as fielded

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.

This is the live console, not a concept sketch. The operator's question runs across the top in plain English. The verdict banner is red because Hypha caught a model that memorized instead of learned: 0.953 in cross-validation, 0.143 on holdout, DO NOT DEPLOY. Tracked units on the left, the tactical situation map in the centre, doctrine at the bottom. The operator never leaves the seat.

The Hypha operator console The real Hypha decision-support console: a dark operations surface with the operator's plain-English query across the top, a red DO NOT DEPLOY verdict banner, a KPI strip showing the honest holdout score of 0.143 against a cross-validation score of 0.953, a tracked-units list with red and blue force markers, a tactical situation map with hex-binned unit positions and two trajectories, a playback timeline, and the doctrine bar. EDIT LAYOUT OPERATOR QUERY: CLASSIFY EACH TRACK'S STATUS FROM ITS KINEMATICS, POSITION, AND TIMING... Show diagnosis Brief DO NOT DEPLOY HOLDOUT F1 0.143 -0.810 VS CV 0.953 CLASSES COVERED 3 / 3 ALL CLASSES COVERED UNITS COVERED 4 NO LIVE UPDATES YET DAEMON Idle AWAITING FIRST BATCH LAST REFRESH Awaiting first batch LIVE - INFERENCE LOOP RUNNING TRACKED UNITS red_bat__006 0.66 patrolling · 17,247 obs red_bat__004 0.74 advancing · 17,003 obs blue_bat__002 0.71 patrolling · 11,314 obs blue_bat__001 0.66 patrolling · 11,509 obs VERO BEACH ADVANCING DEFENDING PATROLLING P1->P2 P2->P3 LIVE  SOURCE: 0 REPORTS DOCTRINE RUN A

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