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Articles on Contract Lifecycle Management, AI contract review and running an efficient in-house legal function, written for General Counsel, Legal Operations and everyone who owns contracts.

Agentic AI in Contract Management: From "Show Me Everything" to "Only Tell Me What Matters"
Article

Agentic AI in Contract Management: From "Show Me Everything" to "Only Tell Me What Matters"

This article argues that visibility was never the real goal in contract management. The first wave of AI made contracts extracted, tagged, and searchable, but left all the reading and judging on your desk, so a tidier dashboard was still a pile of work. Agentic AI changes the category by taking on the first pass of the judgment itself: reviewing a contract against a standard you define and surfacing only what crosses a line, so the output is less to look at, not more, with the human moved from first-pass reader to second-pass judge. It maps where this holds and where it doesn't, which contracts it earns its keep on, the limits worth weighing before you trust it, and how GAIA's Playbooks put the "flag, don't show" model into practice.

Delegating Legal Work: How In-House Teams Can Hand Routine Tasks to Non-Legal Staff
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Delegating Legal Work: How In-House Teams Can Hand Routine Tasks to Non-Legal Staff

Learn why hiring more lawyers is the wrong default when your legal team is drowning, and what actually separates teams that scale gracefully from those stuck reviewing the same NDA for the hundredth time. Discover a four-part test for identifying delegation candidates, five concrete areas where in-house teams are already pushing legal work into the business. This includes NDAs and standard contracts to DSARs, and HR paperwork. Find out about the practical rollout principles that determine whether legal self-service actually sticks or quietly reverts within six months.

Contract Management System: What to Look For in 2026
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Contract Management System: What to Look For in 2026

This article gets at the oldest problem in contract management, the fact that capturing an agreement was never the hard part but keeping it always was: why legacy CLM was really just storage that left the intelligence to you and a stack of stale spreadsheets, what changes once agentic AI can read, reason, and act on a contract, how GAIA holds the whole lifecycle from creation to termination in one source of truth, the intelligence that lives with each contract and tracks every amendment and obligation, the calendar agent that even calculates the auto-renewal deadlines a contract never spelled out, and the shift from surfacing every field to showing only what matters, with Playbooks reviewing incoming contracts against your own gold standard.

What is a Contract Playbook
Article

What is a Contract Playbook

This article untangles what a contract playbook actually is: The judgment layer, not the template or the clause library, the five things every good entry captures (preferred position, ranked fallbacks, hard lines, escalation triggers, and the rationale in plain language), the traffic-light system that lets anyone navigate a clause without a lawyer, why paper playbooks fall short on judgment, admin, and upkeep, and how GAIA Insights builds and runs one from your own paper.

Do It Yourself, Delegate, Automate, or Outsource: The Decision Tree Every Legal Team Needs
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Do It Yourself, Delegate, Automate, or Outsource: The Decision Tree Every Legal Team Needs

A four-way framework for general counsel deciding where legal work belongs – do it, delegate, automate, or outsource. This article shows how to turn that decision from a one-time sort into an operating model that handles most work without you, set escalation triggers that protect your risk appetite, and run it as a quarterly discipline that keeps the function and your own time – pointed at what matters.

Reviewing Data Processing Agreements: The Biggest Red Flags and Why AI Review Beats Manual Review
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Reviewing Data Processing Agreements: The Biggest Red Flags and Why AI Review Beats Manual Review

Learn why DPA review is one of the most awkward jobs in compliance: high-stakes work that is mostly low-yield per page read, and a poor match for how human attention actually behaves. Discover the six red flags that quietly shift risk back onto the controller, from vague processing scope and weak sub-processor controls to audit rights that only exist on paper. Find out what the EDPB and EDPS actually say about audit costs under Art. 28 GDPR, why "without undue delay" is no longer enough in breach notification clauses, and where AI-assisted review genuinely changes the picture.