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APPLIED AI STUDIO · VENTURE FOUNDRY

Artificial Intelligence Engineering for Mission-Critical Systems & Capital-Dense Markets.

We design deterministic inference engines, RAM-only execution envelopes, and unencrypted Wall Street OOXML models — systems that underwrite, recover, and govern capital where hallucination is not an operational option.

Explore The VaultRead Technical Manifesto
Inference
< 12.0s

Multimodal 300p Ingestion

Persistence
RAM-ONLY

Zero Disk Retention

Integrity
FAIL-CLOSED

HTTP 422 on Variance

Sampling
TEMP = 0.0

Zero Guesswork

PROPRIETARY ENGINES

The Vault

Four production-grade engines. One institutional standard: deterministic outputs, cryptographic custody, and capital-grade audit trails.

ENGINE 01 · FLAGSHIP

LIVE SYSTEM

Manhattan CRE Private Equity

ApexLease NYC — Institutional Underwriting Desk

Flagship ingestion-to-workbook pipeline for Manhattan commercial real estate. Gemini 3.8 Flash multimodal ingestion under 12 seconds. OpenPyXL emits seven live OOXML tabs with an active $50.4M NPV and Street NER of $136.59/RSF. Click-to-Source PDFium audits bind every cell to evidence. RAM-only pipeline with a two-hour TTL — nothing persists to disk.

  • Gemini 3.8 Flash ingestion < 12s
  • OpenPyXL · 7 dynamic tabs
  • NPV $50.4M · NER $136.59/RSF
  • PDFium click-to-source audits
  • RAM-only · TTL 2h

POC $1,500·RETAINER $2,500/mo

Open Institutional Desk

ENGINE 02

LegalTech & Forensic Asset Recovery

Contract Risk Engine

Forensic extraction and variance scoring against Lei 8.245/1991. Dual SHA-256 cache returns sub-0.05s on repeat instruments. Pydantic v2 schemas fail-closed before a single clause is allowed to drift.

  • ▸Lei 8.245/1991 clause matrix
  • ▸Dual SHA-256 cache < 0.05s
  • ▸Pydantic v2 fail-closed schemas

ENGINE 03

HealthTech & Hospital Revenue Cycle

Aegis RCM Engine

LangGraph multi-agent decision graphs for hospital revenue cycle management. Human-in-the-loop checkpoints on every denial, coding, and appeal path. PHI is isolated under LGPD and HIPAA envelopes — never mixed into training or logs.

  • ▸LangGraph multi-agent graphs
  • ▸HITL validation gates
  • ▸LGPD / HIPAA PHI isolation

ENGINE 04

Industrial Edge & Telemetry

Pacific Edge AI & Field Ledger

Edge telemetry with RFC 8785 JSON canonicalization and SHA-256 cryptographic custody for EV-grade evidence chains. PostgreSQL row-level security partitions every tenant, site, and operator without shared-memory leakage.

  • ▸RFC 8785 canonical JSON
  • ▸SHA-256 cryptographic custody (EV-)
  • ▸PostgreSQL RLS tenancy

ENTERPRISE CONSULTING

Capabilities

Bespoke desks for funds, operators, and regulated institutions that require engineering — not a chatbot wrapper.

Deterministic Pipelines

Pydantic v2 contracts at every boundary. Schema variance is not retried, sampled, or ‘best-efforted’. The engine returns HTTP 422 and stops. Capital decisions inherit fail-closed physics.

Zero-Retention RAM Infrastructures

Buffers live in io.BytesIO. Artifacts expire on TTL purge. Source PDFs, workbooks, and PHI never touch persistent volumes — aligning NDA, GDPR, and LGPD posture with the architecture itself.

Quantitative Systems

Procedural, unencrypted Wall Street Excel models. Active formulas, named ranges, and institutional tabs — not CSV dumps. OOXML workbooks that a managing director can open, audit, and underwrite.

Agentic Decision Graphs

LangGraph finite-state machines with Human-In-The-Loop checkpoints. Agents propose; operators authorize. No unsupervised mutation of ledgers, claims, or leases.

TECHNICAL DOCTRINE

Manifesto

The market sold probability as product. We ship determinism as infrastructure.

01 — MARKET

The Fragile Market Paradigm

  • Hallucinated numbers

    Sampled tokens dressed as NAV, rent, and recoveries. Temperature > 0 is speculation with a UI.

  • Black-box pipelines

    No provenance. No cell-level lineage. Auditors are told to ‘trust the model’.

  • Persistent data leaks

    Source decks and PHI written to disk, logs, and vendor fine-tunes. Retention as default.

  • Fail-open integrations

    Malformed payloads are coerced, guessed, or silently dropped. Variance becomes production.

02 — STANDARD

The 34 Core Schubert Standard

  • Temperature = 0.0

    Zero guesswork. Decoding is greedy, reproducible, and institutionally repeatable.

  • Click-to-source

    Every material figure traces to a PDFium page, clause, or workbook cell. Evidence is the product.

  • RAM-only execution

    In-memory envelopes, TTL purge, zero disk retention. Secrets die with the process.

  • Fail-closed (HTTP 422)

    Schema variance aborts the run. No coerced types. No silent interpolation.

DEAL DESK

Contact Terminal

Initiate a high-priority corporate briefing. Response SLA under four business hours.

34CS-DEAL-TERMINAL · v2.4.1

# root@34coreschubert:~$ initiate-briefing --priority=high --entity=corporate

[ ok ] handshake established · tls 1.3

[ ok ] sla.window = 4 business hours

[ ok ] channel.primary = contato@34coreschubert.com

[ ok ] compliance.pack = W-8BEN + mutual NDA

[ wait ] awaiting operator confirmation…

Request technical meeting