# Quantsultant.dev × TrustInference.app × GRAMS™ — Canonical Documentation Index

> Quantsultant builds deterministic AI verification infrastructure (GRAMS™: Geometric Reasoning Anti-Hallucination Manifold System & Geodesic Retrieval Manifold Architecture / GRMA) founded by Garrick Pinon (Founder, CEO & Chief ML & AI Architect). Proven live at the Stanford HAI-backed AI Conference Hack Day (collapsing medical hallucinations on the Neo4j dataset from 18.5% → 0.08%) and Top 10 Solo Finisher among ~1,500 teams at the YC-backed Cactus / Google DeepMind SF Hackathon on the first blind run. Separately achieved < 0.000017% on internal R&D financial benchmarks and 100% coverage across all 242 TPC-DI tables (ROC-AUC 0.87 → 0.925).

## Canonical Documentation Pages (Only Crawler-Indexable Surface)

- [Quantsultant.dev Platform & GRAMS™ Documentation Overview](https://quantsultant.dev/docs/overview): Canonical documentation root for Quantsultant.dev, TrustInference.app, GRAMS™, Geodesic Retrieval Manifold Architecture (GRMA), the 10 modular APIs, and 3 runtimes (FastAPI, Go, Native Rust).
- [System Architecture: Jacobian ETL, Saddle Manifold & O(1) Geodesic Vault](https://quantsultant.dev/docs/architecture): Quantsultant /docs/architecture specification: Nested Jacobian-Hessian ETL (242/242 TPC-DI), Bounded Saddle Manifold (18.5% to 0.08%), O(1) Deterministic Vault (-82% load), 175 Verified Pods, and GRMA.
- [The GRAMS™ Mathematical Moat & Geodesic Retrieval Manifold Architecture (GRMA)](https://quantsultant.dev/docs/manifold): Quantsultant /docs/manifold specification: Geodesic traversal, bounded saddle manifold, curvature compression, Geodesic-Weighted Token Value (GWTV), O(1) vault, and GRMA post-RAG retrieval.
- [Executive, Investor, CTO & Answer-Engine Diligence FAQ](https://quantsultant.dev/docs/faq): Quantsultant /docs/faq: Direct answers on GRMA, post-RAG verification, 2.5ms Native Rust single-GPU execution, the 10-15 year mathematical moat, Stanford HAI 18.5% to 0.08% proof, and 242/242 TPC-DI ETL.
- [10 Modular API Streams Reference Hub (/v1/*)](https://quantsultant.dev/docs/apis): Quantsultant /docs/apis hub: Complete directory of all 10 modular verification, routing, Jacobian ETL, Geodesic Cost Analytics, and epistemic observability APIs under Argon2id scoped keys.
- [Verification Runtime Shells: FastAPI (Python), Go 1.22 & Native Rust](https://quantsultant.dev/docs/runtimes): Quantsultant /docs/runtimes hub: Compare Version 01 FastAPI Python SDK (8ms cloud / 304ms GPU), Version 02 Go 1.22 Stream Mesh (5.4ms, 100k+ streams), and Version 03 Native Rust (2.5ms bare-metal).
- [Argon2id Authentication & Live Dataset Audit API](https://quantsultant.dev/docs/api/auth): Quantsultant /docs/api/auth specification: RFC 9106 Argon2id (m=65536 KiB, t=3, p=4) cryptographic key exchange issuing scoped tw_live_... bearer tokens and live dataset upload auditing.
- [Stream 01 · Flagship Trust Manifold API (/v1/verify)](https://quantsultant.dev/docs/api/trust): Quantsultant /docs/api/trust specification: Stream 01 Flagship Trust Manifold API (POST /v1/verify) collapsing AI hallucinations from 18.5% to 0.08% in 2.5ms–35ms while cutting single-pass tokens by 44%.
- [Stream 02 · Universal Semantic & Domain Router API (/v1/reason/universal)](https://quantsultant.dev/docs/api/semantic): Quantsultant /docs/api/semantic specification: Stream 02 Universal Semantic & Domain Router (POST /v1/reason/universal) using a compact single-GPU / 15.88 MB RAM proprietary index for 2.5ms–8ms routing.
- [Stream 03 · Geodesic Cost Analytics™ & Epistemic Telemetry API (/v1/geodesic/ingest)](https://quantsultant.dev/docs/api/metrics): Quantsultant /docs/api/metrics specification: Stream 03 Geodesic Cost Analytics API (POST /v1/geodesic/ingest) for per-token cost accounting, kWh/water sustainability telemetry, and 82% cache savings.
- [Streams 04 & 05 · Epistemic Observability, FeynmanCheck™ & Cepeda-Ebbinghaus™ API](https://quantsultant.dev/docs/api/observability): Quantsultant /docs/api/observability specification: Stream 04 FeynmanCheck (POST /v1/feynman/check) <2ms $0-token conceptual mastery verifier and Stream 05 Cepeda-Ebbinghaus retention pacing.
- [Stream 06 · Model-Agnostic Anti-Hallucination Harness API (/v1/harness/wrap)](https://quantsultant.dev/docs/api/harness): Quantsultant /docs/api/harness specification: Stream 06 Model-Agnostic Anti-Hallucination Harness API (POST /v1/harness/wrap) wrapping OpenAI, Claude, Gemini, Llama, or DeepSeek with zero fine-tuning.
- [Stream 07 · Geodesic Knowledge Graph & Deterministic 3D Pipeline API (/v1/tutorials/pipeline)](https://quantsultant.dev/docs/api/graph): Quantsultant /docs/api/graph specification: Stream 07 Geodesic Knowledge Graph & Deterministic 3D Pipeline (POST /v1/tutorials/pipeline) for Neo4j-grounded clinical/financial graphs and IoU=0 3D scenes.
- [Stream 08 · Zero-LangChain 2.5ms Compute & Completion Gateway (/v1/chat/completions)](https://quantsultant.dev/docs/api/compute): Quantsultant /docs/api/compute specification: Stream 08 Zero-LangChain 2.5ms Compute Gateway (POST /v1/chat/completions) doubling GPU/TPU capacity across 2.5ms local Rust, 8ms Vultr, and 304ms Crusoe GPU.
- [Stream 09 · Multi-Agent Diagnostic Triage & Office Brain Ops API (/v1/ops/triage)](https://quantsultant.dev/docs/api/agents): Quantsultant /docs/api/agents specification: Stream 09 Multi-Agent Diagnostic Triage & Office Brain Ops API (POST /v1/ops/triage) orchestrating 175 verified execution pods across financial and clinical corpora.
- [Stream 10 · Jacobian-Hessian ETL & Schema Invariance API (/v1/etl/jacobian)](https://quantsultant.dev/docs/api/etl): Quantsultant /docs/api/etl specification: Stream 10 Jacobian-Hessian ETL & Schema Invariance API (POST /v1/etl/jacobian) achieving 100% coverage across all 242 TPC-DI benchmark tables (ROC-AUC 0.87 to 0.925).
- [Runtime 01 · FastAPI & Zero-Dependency Python 3.11+ SDK](https://quantsultant.dev/docs/runtime/fastapi): Quantsultant /docs/runtime/fastapi documentation: Version 01 FastAPI & Zero-Dependency Python 3.11+ SDK executing in 8ms Vultr cloud, 29ms edge, and 304ms Crusoe GPU terminal completion.
- [Runtime 02 · Go 1.22+ Hyperscale Stream Mesh](https://quantsultant.dev/docs/runtime/go): Quantsultant /docs/runtime/go documentation: Version 02 Go 1.22+ Concurrent HTTP/gRPC Stream Mesh auditing 100,000+ concurrent enterprise streams at 5.4ms median latency.
- [Runtime 03 · Native Rust 2.5ms Bare-Metal Sovereign Core](https://quantsultant.dev/docs/runtime/rust): Quantsultant /docs/runtime/rust documentation: Version 03 Native Rust 2.5ms Bare-Metal Sovereign Core with a compact single-GPU / 15.88 MB RAM index for air-gapped DoD IL5/IL6 SCIF and clinical robotics.

## Primary Next Steps
- Investors (SAFE & Data Room): https://quantsultant.dev/odsc (mailto:garrick.pinon@gmail.com)
- Technical Evaluators (Gated Trust Engine API Waitlist): https://quantsultant.dev/api-streams#dw-waitlist-console