What Technology Readiness Level (TRL) has Hypha reached?

Hypha is validated at TRL 6 against the USSOCOM TE 26-2 corpus.

What hardware does Hypha require to run?

Hypha runs on a single workstation with 32 GB minimum (48 GB reference) on Apple Silicon or ruggedized x86.

Can Hypha operate in an air-gapped environment?

Yes. Hypha is local-first and air-gap capable with no network egress at runtime.

What validation corpus was used to test Hypha?

Hypha was validated against USSOCOM TE 26-2, comprising 114 doctrine documents, roughly 16,000 retrieval chunks, 7 telemetry tables, and approximately 2.1 million raw rows.

How long does Hypha's end-to-end pipeline take to run?

The full end-to-end pipeline completes in 2 hours 13 minutes wall clock on the canonical run.

The specifications

Hypha against the DoW checklist.

Side-by-side: what the program office is asking for, and where Hypha sits against it. Pre-ATO today. Validated at TRL 6 against the USSOCOM TE 26-2 corpus. Awardable on CDAO Tradewinds.

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01 / 02 · LOGICAL ARCHITECTURE

The logical architecture

The platform, mapped to the die.

Each component on the die corresponds to a Hypha subsystem. The highlight in the chip-die walks the components in pipeline order, ingest through visualization. The mapping is below, keyed to the same five blocks.

COMPONENT 1 / BOUNDARY

Ingest

Contextual Understanding Agent. Validation, classification, and provenance attribution at the boundary.
COMPONENT 2 / CORE

Model build

Model Building Agent. Autonomous EDA, feature engineering, model selection, training, evaluation.
COMPONENT 3 / SYNTHESIS

Fusion

Semantic Fusion Engine. Real-time data + static doctrine + RAG retrieval + cited synthesis.
COMPONENT 4 / TRAIL

Audit

The provenance trail per layer. Every output is sourced.
COMPONENT 5 / OUTPUT

Visualization

Visualization Agent. Dashboards, alerts, heatmaps, simulations, briefs.

02 / 02 · SPECIFICATIONS

Specifications

Where Hypha sits, line by line.

Hypha posture against the DoW specification checklist.
Line	Specification	Hypha posture
01	Hardware envelope	Single workstation, 32 GB minimum, 48 GB reference. Apple Silicon or ruggedized x86.
02	Network posture	Local-first. Air-gap capable. No network egress at runtime.
03	LLM stack	Ollama with open-weight Gemma and Nomic. No commercial cloud LLM. No API key.
04	Vector store	On-disk ChromaDB.
05	Lexical search	In-memory BM25.
06	Authentication	JWT-gated admin and operator surfaces. CORS allowlist.
07	Validation corpus	USSOCOM TE 26-2: 114 doctrine documents, ~16,000 retrieval chunks, 7 telemetry tables, ~2.1 million raw rows.
08	End-to-end pipeline	2 hours 13 minutes wall clock on the canonical run.
09	Honest evaluation	Group-stratified holdouts. Memorization detection. DO NOT DEPLOY verdicts surfaced in the operator UI.
10	Test posture	8,595 backend tests, 784 frontend tests passing.
11	TRL today	TRL 6, April 2026, USSOCOM TE 26-2.
12	TRL target	TRL 9, December 2026, sustained mission operations with a DoW customer.
13	Compliance trajectory	Pre-ATO today. FedRAMP Moderate and CMMC 2.0 Level 2 on roadmap for H2 2026 via Second Front Systems' Game Warden inheritance.
14	Vehicle	Awardable on CDAO Tradewinds. OTA via Tradewinds within 60 to 80 days per PEO-SDA recommendation.
15	Pathway recommendation	PEO-SDA Assessment Report, published May 1, 2026.

Walk the specifications against your program.

Open a channel See the architecture