Insights

Notes on selling AI agents to the enterprise

What enterprise reviewers ask, how the documents that answer them are built, and what we learn writing them.

§ 01 — White paper craft

Commissioning, budgeting & briefing

Commissioning · 7 min read

How Much Does a White Paper Cost? 2026 Pricing Benchmarks

White paper pricing spans $1,000 to $20,000 for documents that look similar on the surface. The variable is research, not word count. Here is where the money actually goes.

Read

Commissioning · 9 min read

White Paper Writing Services: How to Choose One (2026 Buyer's Guide)

Most white paper services sell words. What enterprise buyers need is research, structure, and a document a procurement reviewer will accept. Here is how to tell the two apart before you pay.

Read

Craft · 8 min read

B2B White Paper Examples: Six Formats That Get Read

There is no single white paper format. There are six, and choosing the wrong one is the most common reason a well-written document never gets forwarded.

Read

Craft · 10 min read

How to Write a White Paper: A Step-by-Step Process

Most failed white papers fail before a word is written — no named reader, no single claim, no evidence plan. Here is the sequence that avoids that.

Read

Commissioning · 8 min read

How to Hire a White Paper Writer (and Brief Them Properly)

Most disappointing first drafts are briefing failures, not writing failures. Hire for research ability, then brief for one reader and one claim.

Read

Craft · 6 min read

White Paper vs Ebook vs Case Study: Which to Commission

These three formats are constantly used interchangeably, and the confusion costs deals. Each answers a different question for a different reader.

Read

Craft · 7 min read

White Paper Design: Layout Rules for Documents That Get Read

Enterprise readers scan, print, and forward. Design for those three behaviours and the document gets read; design for a portfolio shot and it does not.

Read

Distribution · 8 min read

White Paper Lead Generation: Gate, Distribute, and Measure

Writing the paper is half the budget and a quarter of the outcome. Distribution and gating decide whether it produces pipeline or a PDF nobody opens.

Read

Enterprise buying · 8 min read

SaaS White Papers: What to Publish at Each Buying Stage

One white paper rarely covers an enterprise SaaS cycle. Three, sequenced to the stage and the reviewer, usually does.

Read

Craft · 9 min read

Technical White Paper: Structure, Depth, and Review

A technical white paper is read by people looking for the flaw. Write it so the flaw is already named, measured, and mitigated.

Read

§ 02 — Enterprise AI agents

What buyers ask before they sign

Architecture · 10 min read

AI Agent Architecture: The Enterprise Reference Model

A production AI agent is more than a model and a prompt. This reference architecture shows the control layers enterprise reviewers expect to see.

Read

Governance · 10 min read

AI Agent Governance: A Practical Enterprise Framework

Govern the action, not only the model. This framework gives enterprise teams a clear control system for every agent from registration through retirement.

Read

Buyer guides · 9 min read

AI Agent Frameworks: How Enterprise Teams Should Compare Them

A framework comparison for teams moving beyond prototypes: what to evaluate, which architecture fits which workflow, and what creates long-term risk.

Read

Buyer guides · 11 min read

AI Agent Platforms: An Enterprise Buyer’s Guide for 2026

The best AI agent platform is the one your team can govern in production. Use these criteria to compare orchestration, controls, integrations, evaluation, and cost.

Read

Enterprise buying · 10 min read

AI Readiness Assessment: A 25-Point Enterprise Scorecard

A practical scorecard for deciding whether an AI workflow is ready to move from interest to implementation — and exactly what to fix when it is not.

Read

Enterprise buying · 8 min read

AI Agent Examples: What Shipped, What Stalled, and Why

Examples are only useful with the guardrail attached. Here are AI agent deployments described the way a buying committee needs to read them.

Read

Enterprise buying · 8 min read

AI Agent Pricing Models: How to Price Outcomes, Not Seats

Seat pricing breaks when the software replaces the seat. Here are the four AI agent pricing models buyers are seeing, and how each one survives procurement.

Read

Enterprise buying · 9 min read

AI Agent Security: The Review Checklist Buyers Actually Use

Security review is where AI agent deals stall. Here is the checklist reviewers work from — and the documentation that answers it before they have to ask.

Read

Industry · 9 min read

AI Agents in Finance: Where They Work and Where They Stall

Financial services adopt AI agents in a specific order: back-office first, customer-facing last. Here is the sequence, the controls each stage requires, and the documentation that unblocks them.

Read

White paper craft · 8 min read

White Paper Template: The Structure Enterprise Buyers Expect

A white paper template is not a design file. It is an argument in a fixed order — problem, evidence, model, proof, path. Here is the structure, section by section.

Read

Economics · 8 min read

How to Model AI Agent ROI a CFO Will Accept

AI agent ROI claims fail in finance review for predictable reasons. Here is the model structure that survives — and the four assumptions that always get challenged.

Read

Enterprise buying · 9 min read

AI Agent Use Cases: 12 That Survive an Enterprise Review

Most AI agent use-case lists are written for demos. This one is written for the review board: the workflow, the number it moves, and the objection it has to clear.

Read

White papers · 10 min read

An AI Agent White paper Template That Survives Procurement

A section-by-section white paper template for AI agent companies — what each section is for, how long it should be, and the failure mode to avoid in each one.

Read

White papers · 9 min read

AI White paper Examples: 6 Formats That Actually Get Read

Most white paper examples online are brochures with page numbers. These six formats are the ones that get forwarded inside enterprises — and the structure that makes each one work.

Read

Enterprise buying · 8 min read

Enterprise AI Agents: What Buyers Ask Before They Sign

Enterprise AI agents rarely die in the demo. They die in the security review, the finance model, and the legal redline. Here is what each room asks — and what you should already have written down.

Read