Insights on contracts, obligations & AI
Practical thinking on contract lifecycle management, obligation management, AI contract intelligence and compliance, written for legal, procurement and finance teams.
Signing Is Just the Beginning: Why 70% of Contract Value Is Won After the Ink Dries
Most contracting systems are built to get agreements signed. But the real money, and the real risk, lives post-signature, in the obligations no one is tracking. Here's how to close the gap.
What Is Source-to-Contract (S2C)? The Front End Where Procurement Value Is Won
Source-to-contract is the strategic front half of procurement, from finding a supplier to signing the deal. It is also where value most often leaks when sourcing and contracting live in separate tools.
Source-to-Pay vs Procure-to-Pay: The Difference That Decides How Much Value You Capture
The two terms get used interchangeably, and that confusion quietly costs companies money. The part most people automate last is the part where most of the value is actually won.
RFI vs RFQ vs RFP: The Complete Guide (With Examples)
These three documents are the backbone of strategic sourcing, and using the wrong one is one of the most common ways sourcing teams slow themselves down. Here is what each does and when to use it.
Signing Is Just the Beginning: Why 70% of Value Is Won After Signature
Roughly 70 percent of a contract's cost and risk occurs after signature, in the obligations, renewals, rebates and deadlines that quietly determine whether the deal you negotiated is the deal you actually get.
How to Run an RFP: A Step-by-Step Guide That Ends in a Good Decision
A good RFP is not complicated, but it is easy to run badly. Vague requirements, scattered vendor emails and a gut-feel final call turn a sourcing event into a slog. Here is the process that avoids all three.
Why CLM Belongs on ServiceNow, Not in Another Silo
Buying a contract lifecycle management tool usually means buying another platform. A new login, a new data model, a new security review, and a year spent trying to get anyone to adopt it.
Contract Intelligence Without the Hype: What AI Really Delivers
Every vendor now sells "AI for contracts." The pitches sound identical: faster reviews, magical accuracy, and an ROI that somehow always lands on a round number. If you run legal, procurement or IT, you have learned to be skeptical, and you are right to be.
AI-Native vs Bolt-On CLM: How to Tell the Difference Before You Buy
Every contract management vendor now says the word AI. Behind that word are two very different products, and the gap only shows up after you have signed. Here is how to spot it during the demo.
AI Agents in Contract Management: What They Actually Do
For a decade, AI in contracts meant extraction. Agents are different: you give them a goal, and they do the work. Here is what that looks like on real enterprise contracts, and where a human still holds the pen.
Contract Intelligence Without the Hype: What AI Really Delivers
An honest look at what contract AI genuinely does today, where it still needs a human, and which financial outcomes actually hold up when challenged.
The Million-Dollar Blind Spot: Where CRE Portfolios Leak Value
Rent escalations, CAM caps and vendor SLAs quietly drain millions from real estate portfolios. Here's where the leakage hides, and how to recover it.
From Contract Chaos to Contract Clarity: A Practical CLM Playbook
A step-by-step approach to standardizing intake, authoring, approvals and renewals, so contracts stop being a bottleneck and start creating value.
21 CFR Part 11 & GxP: What Your CLM Must Prove in an Audit
A practical checklist for audit-ready contract records in regulated life-sciences environments, from immutable trails to e-signature controls.
AI Obligation Extraction: How NLP Actually Reads Your Contracts
Under the hood of contract AI, how natural-language processing pulls obligations, dates and risky clauses from messy documents, and where it hands off to a human.
Never Miss a Critical Date: Automating Contract & Lease Oversight
Renewals, options and notice windows hide across hundreds of agreements. Here's how automated critical-date tracking turns a liability into a discipline.
Vendor & Third-Party Risk: Contracts Are Your First Line of Defense
For banks and insurers, third-party risk lives in the contract. How obligation tracking turns TPRM from a compliance chore into continuous control.
CAM Reconciliation Errors Are Quietly Draining Your NOI
Up to 40% of CAM reconciliations contain material errors. We break down where the mistakes come from and how AI auditing protects recoveries.
Clause Governance: Enforcing the Right Language on Every Contract
Pre-approved clause libraries and playbooks keep risky, non-standard terms out of your agreements, without slowing your legal team to a crawl.
What Implementation Actually Takes: A Realistic CLM Rollout
The honest version of a contract-AI rollout, data prep, timelines and change management, so your pilot actually reaches production value.
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