Blog

Security and Compliance

October 17, 2026

Reliable Control Testing Starts With Accurate Operational Procedures

Developing repeatable tests reveals the work needed to document control operation and gives leadership a concrete reason to invest.

October 16, 2026

Govern AI Agents Through the TPRM Process You Already Have

Use existing vendor reviews, access controls, and change processes to track AI agents and test their operating limits before adding another system.

October 7, 2026

Fourth-Party Risk: What to Do When Your Vendor's Vendor Gets Breached

Fourth-party risk is exposure through your vendors' vendors. AI can map a breach to your data in minutes, but it can't find data you never collected.

October 5, 2026

Vendor Risk Tiering with AI: How to Clean Up a Messy Vendor Inventory

Vendor risk tiering sorts third parties by potential damage. AI can tier a whole inventory in minutes, but only as accurately as the data you give it.

October 2, 2026

How to Review a SOC 2 Type II Report with AI: Exceptions, CUECs and Scope Gaps

A clean SOC 2 opinion isn't the whole story. AI can pull exceptions, scope gaps, carve-outs and CUECs in minutes, but it can't see pages it never got.

October 1, 2026

Can AI Review a Vendor Security Questionnaire? What It Catches and What It Can't

Can AI review a vendor security questionnaire? It can triage one in minutes, flagging dodges and contradictions. It can't tell you if the vendor is honest.

September 23, 2026

How to Build an Evidence-First, Gap-Driven TPRM Workflow

A practical third-party risk process starts with business context, applies review in proportion to risk, reuses available assurance evidence, and asks vendors only for information that remains unresolved.

September 17, 2026

TPRM Is a Connect-the-Dots Problem, Not a Questionnaire Problem

The quality of a third-party risk decision depends on keeping business purpose, exposure, resilience, evidence, and oversight connected.

September 9, 2026

AI Governance Needs a Front Door

The practical choice is not between banning AI and allowing unmanaged experimentation. Organizations need a risk-based path for responsible use.

September 2, 2026

Why Good Control Design Starts With Operational Reality

Policies define what should happen. Strong controls connect that intent to the people, systems, evidence, and decisions that make it operational.

August 26, 2026

Why Evidence Collection Still Breaks After the File Arrives

Finding files isn't enough. Learn why manual compliance evidence collection software must preserve context to avoid evidence collection breakdown.

December 10, 2025

Beyond Checklists: AI-Powered GRC Answers Business Questions in Real-Time

AI-powered GRC can answer business-critical questions in real-time, using a lawyer’s inquiry about RTO/RPO commitment as an example. By analyzing control evidence from past DR tests, the AI delivers a data-backed answer, moving beyond static documentation. This approach democratizes GRC, enabling faster, informed decisions for everyone in the organization.