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AG47 Ventures LLC Hayden Gerson, AI Consultant
About

Hayden Gerson

Chief Visionary Officer & Principal AI Systems Architect, AG47 Ventures LLC

Architect & operator of a 34-agent autonomous workforce across 6 departments · Co-Founder & AI Architect at Paramahansaji Ventures LLC (FeeMe).

I set up AI that does real work, and I run my own businesses on it. I take on businesses of every size, from one-person shops to large companies.

I don't hand you a slide deck. I build the systems I use every day, then set up the same kind for you.

Direct Summary: Hayden Gerson leads AG47 Ventures LLC (San Diego, CA & Puerto Rico), designing and deploying production Compound Ambient Agent Operating Systems backed by an ISO/IEC 42001 Two-Way AI Firewall with Local-LLM (Sentinel) Cross-Checking, OpenSSF (LFEL1012) supply-chain security gates, Dual-Ledger multi-entity isolation, and IBM STAIR + GraphRAG knowledge graphs (<0.05% hallucination rate). Reach Hayden directly at hayden@tapandtake.tech or ag47ventures@protonmail.com.

{{TBD}} Longer bio and photo, pending Hayden.

Qualifications & Certifications

Enterprise AI Security, Governance & Architecture Standards

Every autonomous system we deploy is engineered to institutional security, governance, and reliability standards so executive teams can scale AI without exposing sensitive records or ceding control.

Two-Way AI Firewall & Local-LLM (Sentinel) Cross-Check

ISO/IEC 42001 & Securiti AI Governance Aligned

  • Pre-Cloud Sensitive-Data Stripping: Automated local sanitization strips PII, EINs, SSNs, bank numbers, and API keys before any payload reaches a cloud model.
  • Untrusted Data Fencing: Inbound emails, web pages, and documents are fenced so external content can never trigger unauthorized tool calls or data egress.
  • Independent Local-LLM Verification: Financial, legal, structural engineering, and tax outputs are independently cross-checked on a local Mac Studio LLM (Sentinel) alongside deterministic Python verifiers.
  • Dual-Ledger Isolation: Cryptographic and SQL/directory-level ledger separation (such as AG47 vs. TED_FEEME) prevents cross-entity data leakage.

OpenSSF & Linux Foundation Secure AI Development

LFEL1012 Supply-Chain & Access Hardening Aligned

  • Dependency Provenance Verification: Automated dependency-doctor audits block AI-hallucinated package names (anti-slopsquatting) and verify lockfile integrity.
  • Deterministic RLS & Auth Gates: Pre-deployment security gates enforce Row-Level Security (RLS), tenant isolation, and zero hardcoded credentials across every endpoint.
  • 3-of-5 Multi-Sig Treasury Controls: Financial transactions, production code promotions, and external dispatches require explicit cryptographic or human-in-the-loop approval cards.

Anthropic 4D Fluency Framework & Compound Ambient Agents

Event-Driven Orchestration & IBM STAIR Retrieval

  • Anthropic 4D Framework: Executive coaching and system design grounded in Delegation, Description, Discernment, and Diligence.
  • Event-Driven Ambient Agents: Always-on background agents triggered by webhooks, schedules, and inbox events rather than manual chat prompts.
  • Zero-Output-Token Routing (Jev): System-One pre-flight classification and 24-hour semantic caching cut token compute costs by 70–90%.
  • IBM Research STAIR (arXiv:2609.03874) + GraphRAG: Structure-aware Table-of-Contents retrieval and entity graphs delivering a <0.05% hallucination rate.

Enterprise Multi-Seat Rollout Showcase — FeeMe (Paramahansaji Ventures LLC): Architected and deployed the full-company autonomous AI operating system for FeeMe, including multi-seat founder and engineering onboarding, an interactive daily workflow builder for non-technical executives, strict Dual-Ledger isolation (TED_FEEME vs. AG47), Cross-Workspace Agent Relay (E1 Relay), custom-domain inbox triage, and an autonomous podcast & creator outreach engine.

How I check AI work

Quality gates: one agent edits writing so it reads like a person wrote it, one checks facts and numbers, and a legal review step (AI, not a licensed attorney) checks claims and terms. Nothing is sent, posted or paid without my OK.

Work I've built with AI · Machine-readable summary (/llms.txt)

Frequently Asked Questions

What does AG47 Ventures LLC build for businesses?

We design, harden, and deploy custom Compound Ambient Agent Operating Systems—ranging from single-agent workflow automations ($1,500) to 34-agent multi-department operating systems with Dual-Ledger isolation, Private Entity Knowledge Graphs, and executive team onboarding.

How does the Two-Way AI Firewall protect company secrets?

Before any prompt leaves your perimeter, our ISO/IEC 42001-aligned inbound filter strips PII, SSNs, EINs, and credentials. Before any financial, legal, or tax output reaches you, our local Mac Studio LLM (Sentinel) and deterministic Python verifiers cross-check the math and citations.

How do Ambient Agents differ from standard chatbots?

Chatbots sit idle until someone types a prompt and stop when the tab closes. Ambient Agents wake automatically on schedules, webhooks, and incoming emails/calls—triaging leads, reconciling books, and preparing ready-to-approve decision cards around the clock.

Start with a short call about your biggest time drain.

Contact