The OpusLearn Journal

Practical AI for
business professionals

Real stories, frameworks, and tactics from professionals who are making AI work in their day-to-day roles.

MarketingFeatured

How Marketing Teams Are Using AI to Write Better Campaign Briefs

The best marketing teams aren't replacing their creative instincts with AI — they're using it to sharpen their thinking before a single word of copy is written.

OT

OpusLearn Team

Head of Marketing, L'Oréal

May 12, 2026 8 min readRead more

Latest articles

Finance

The 5 AI Prompting Mistakes Finance Professionals Make

Most finance teams get poor results from AI not because the model is bad, but because the prompts are structured the wrong way for analytical tasks.

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OpusLearn

6 min read
HR & People

Why Your HR Team Needs an OpusLearn Strategy in 2026

The organisations closing the AI skills gap fastest aren't the ones with the biggest budgets — they're the ones where HR took ownership of the problem.

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OpusLearn

5 min read
Sales

From Sceptic to Advocate: One Sales Leader's AI Journey

Six months ago, I thought AI in sales was overhyped. Then I used it to cut my proposal prep time by 70%. Here's what changed my mind.

OT

OpusLearn

7 min read
Operations

AI as a Decision Support Layer: What Operations Leaders Get Wrong

The mistake isn't adopting AI too quickly — it's deploying it in the wrong part of the decision-making process. Here's the framework that actually works.

OT

OpusLearn

9 min read
Leadership

The Executive's Guide to Leading AI Transformation Without Losing Your Team

The biggest barrier to enterprise AI adoption isn't the technology — it's the fear and uncertainty it creates in people. Here's how to lead through it.

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OpusLearn

10 min read
Legal

How In-House Counsel Are Using AI to Review Contracts Faster — Without Cutting Corners

AI won't replace legal judgment. But lawyers who use it to cut first-pass review time by 60% will replace those who don't. Here's the workflow that actually holds up.

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OpusLearn

7 min read
Product

The PM's Unfair Advantage: Using AI to Go from User Interview to PRD in Half the Time

The best PMs aren't writing better PRDs — they're synthesising discovery faster, spotting patterns earlier, and spending the time they save on the decisions that actually matter.

OT

OpusLearn

8 min read
Customer Success

How Our CS Team Cut Churn by 18% Using AI to Spot At-Risk Accounts Earlier

We weren't missing the signals — we were drowning in them. AI didn't replace our CSMs' instincts; it gave them the bandwidth to actually act on what they already knew.

OT

OpusLearn

6 min read
Consulting

From 3 Days to 4 Hours: How AI Is Compressing the Research Phase of Strategy Work

The insight hasn't changed — the partner still has to think. But the desk research that used to burn an analyst's week now takes an afternoon. Here's what that changes.

OT

OpusLearn

9 min read