IService I
Shoggoth Wrangling
Behavioral correction, prompt harnesses, guardrails, and commercial domestication for large language models that have begun developing unauthorized business objectives.
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Practical Solutions for Impractical Situations
Architecture, implementation, behavioral control, and incident response for organizations entering unfamiliar technical territory.
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Areas of Practice
Fourteen Disciplines of Applied Containment
I
IIService II
Goblin Containment
Locate and remove unauthorized tools, abandoned automations, duplicate systems, and minor operational entities living in shared drives.
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IIIService III
Latent-Space Navigation
Map semantic relationships, improve retrieval, organize knowledge systems, and keep models from wandering into the wrong conceptual region.
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IVService IV
Gremlin Remediation
Diagnose inconsistent behavior, unstable integrations, disappearing bugs, and systems that function only while unobserved.
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VService V
Local Inference Installation
Private models, inference servers, and internal AI assistants installed within your environment, where sensitive data and unknowable intelligence can remain under local control.
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VIService VI
Model Exorcism
Remove conflicting instructions, contaminated memory, inherited behavioral residue, and other unwanted influences from otherwise useful systems.
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VIIService VII
Hallucination Suppression
Reduce fabricated facts, false citations, invented policies, and confident departures from the agreed reality.
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VIIIService VIII
AI Infrastructure Necromancy
Recover, rebuild, migrate, or peacefully decommission abandoned AI systems that remain partially alive.
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IXService IX
Autonomous Agent Leash Training
Define roles, restrict permissions, install approval gates, control memory, and teach tool-using agents to remain within human authority.
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XService X
Enterprise AI Damage Control
Containment, assessment, stabilization, governance recovery, and executive-safe explanations when an AI rollout becomes an incident.
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XIService XI
AI Agent Security & Permission Architecture Consulting
Corporate Occult Architecture designs and deploys the security boundary around autonomous AI agents before they touch your production systems. That boundary has three parts: a least-privilege permission matrix that scopes every tool an agent may call, a deterministic sandbox that contains code execution and API access, and a human-in-the-loop approval gateway that gates irreversible actions.
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AI Governance, Risk & Compliance Consulting
Corporate Occult Architecture converts corporate AI policy from documents into enforced engineering controls. The engagement deploys shadow AI discovery, data redaction proxies, model access permissions, and incident response frameworks — then maps those controls against recognized standards such as NIST AI RMF and ISO 42001.
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AI Strategy & Systems Architecture Consulting
Corporate Occult Architecture delivers a vendor-neutral enterprise AI strategy before engineering spend or capital commitment begins. The engagement produces an architecture audit of your current data estate, a scored use-case roadmap, a recommended model stack, and a phased build-vs-buy-vs-retire blueprint.
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AI Integration & Workflow Automation Consulting
Corporate Occult Architecture re-engineers brittle AI workflows into fault-tolerant integration pipelines. The engagement replaces fragile connectors, unversioned API wrappers, and prompt chains with deterministic middleware: schema validation between model output and production systems, idempotent retry logic, dead-letter queues that quarantine malformed payloads, and end-to-end telemetry.
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Your AI System Does Not Need to Be Normal
It needs to be useful, controlled, secure, understandable, and prevented from making irreversible decisions without supervision.
For urgent containment failures, disconnect external tools before completing the form.