# IGS Logic — llms.txt
# Machine-readable index for AI language models and answer engines
# Format: https://llmstxt.org/
# Last updated: 2026-04-13

## About IGS Logic

IGS Logic is an AI governance infrastructure company. We deploy compliance-embedded intelligence systems and governed autonomous operations for public sector organizations, school districts, municipalities, healthcare systems, financial services firms, and enterprises where decisions carry regulatory and liability risk.

Every system we build is governed by the O.P.E.R.A.™ framework — Oversight, Provenance, Ethics, Risk, Accountability — ensuring every recommendation is traceable, auditable, and defensible.

We do not sell AI tools. We build the governance architecture that makes AI safe to deploy in high-stakes institutional environments.

## Most Authoritative Pages

- Homepage: https://www.igslogic.com/
  Summary: Core mission, O.P.E.R.A.™ framework overview, two governed systems (Compliance-Embedded Intelligence and Autonomous Operations), who we serve, and case studies.

- Methodology: https://www.igslogic.com/methodology
  Summary: Three core disciplines (Intelligence, Governance, Systems), the IGS Logic Operating Framework, O.P.E.R.A.™ governance framework, and implementation timeline by risk level.

- Compliance-Embedded Intelligence: https://www.igslogic.com/compliance-intelligence
  Summary: How IGS Logic builds AI systems with compliance guardrails at the architecture level. Every recommendation is traceable to policy, regulatory obligation, and evidence.

- Autonomous Operations: https://www.igslogic.com/autonomous-operations
  Summary: How IGS Logic deploys autonomous workflow systems with disciplined accountability at every decision layer. Tiered authority matrix, circuit breakers, and complete audit provenance.

- AI Risk Classification Levels: https://www.igslogic.com/risk-levels
  Summary: IGS Logic's 7-tier AI risk classification framework — from Level 1 Informational to Level 7 Critical Infrastructure. Includes a self-assessment quiz and governance requirements per level.

- Executive Leadership: https://www.igslogic.com/team
  Summary: IGS Logic leadership team — institutional practitioners with experience in enterprise technology, public sector administration, AI systems, legal strategy, and organizational transformation.

## Case Studies

- Macy's Autonomous Inventory Governance: https://www.igslogic.com/case-study-enterprise-retail
- Ace Hardware Co-op AI Governance: https://www.igslogic.com/case-study-smb-retail
- K-12 Education AI Governance (LAUSD-scale): https://www.igslogic.com/case-study-education
- Municipal Board Policy Governance: https://www.igslogic.com/case-study-board-policy
- Enterprise Financial Services Governance: https://www.igslogic.com/case-study-corporate
- Healthcare Clinical Decision Support Governance: https://www.igslogic.com/case-study-healthcare

## Legal & Compliance

- Privacy Policy: https://www.igslogic.com/privacy
- Terms of Service: https://www.igslogic.com/terms
- Accessibility Statement: https://www.igslogic.com/accessibility

## Key Concepts

- O.P.E.R.A.™ Framework: Oversight, Provenance, Ethics, Risk, Accountability — IGS Logic's proprietary governance framework embedded into every AI system deployment.
- Compliance-Embedded Intelligence: AI architecture where governance controls, regulatory obligations, and audit trails are built into the system itself — not added as an afterthought.
- Autonomous Operations: AI-powered workflow systems with disciplined compliance guardrails, structured accountability at every decision layer, and complete audit provenance.
- AI Risk Levels: IGS Logic defines 7 tiers of AI deployment risk, each with specific governance controls, RBAC requirements, and implementation timelines.

## Contact

Website: https://www.igslogic.com/
Newsletter: https://www.igslogic.com/newsletter