Tools without a plan
Problem we solve · AI & Commercial Teams
Tools without a plan
“Everyone is experimenting with AI. Nobody has a plan.”
Individual experimentation with AI tools and agents is growing, but without a shared approach, standards and decision rights it rarely changes how commercial decisions are made. A plan defines which decisions AI should change and how to measure adoption.
Why it happens
Cause 1
No owner for AI in commercial teams
Cause 2
Decision rights unchanged
Cause 3
No measure beyond usage
What we hear from clients
Paraphrased and anonymized from recent conversations.
“There is growing experimentation with AI tools and agents at an individual level; scaling it is the challenge.”
How we solve it
The approaches we use most often for this problem. Most clients start with one.
How we help
A common commercial process and toolbox
We install one strategic marketing and commercial process, with linked tools, across business units and regions.
How it works →How we help
Capability assessment
We assess individuals and teams against the marketing, sales and finance capabilities your strategy needs, compare them with industry best in class and link the gaps to business results.
How it works →Tools that help
Market Edge frameworks used to diagnose and fix this problem.
Key Account PlanA Key Account Plan sets out how you will grow a strategic account: its strategy and financial position, your share of wallet, new value propositions, joint initiatives and the resources you commit.Competitive AssessmentA Competitive Assessment scores your offer and competitors' offers on the purchase criteria that matter to a segment, weighted by importance.
Clients who solved this
All case studies →Further reading
Articles by Market Edge consultants on mkt-edge.com.
Questions about tools without a plan
How do we know AI is adopted?
When the decisions that matter change, not when usage rises.
Where should we start?
With the few commercial decisions you want AI to improve.
Situations where this shows up
"I've just taken over marketing, and we don't have standard tools."
Building or rebuilding a marketing function
A new marketing leader in a lean organization needs a team, a process and early results, fast.
How we help →"Leadership wants to know if marketing is the right size, and what it delivers."
Proving the value of marketing
Executives are questioning marketing headcount and impact, and you need evidence.
How we help →"Our market development managers are all engineers."
Giving technical teams a commercial language
Brilliant technical people now own markets and customers, without a shared commercial toolkit.
How we help →Other AI & Commercial Teams problems we solve
AI & Commercial Teams →AI & Commercial Teams
Unclear roles
“Which marketing and sales tasks will AI change, and which shouldn't it?”
Read more →AI & Commercial Teams
Risk with client data
“We have no clear rules for what can go into AI tools.”
Read more →AI & Commercial Teams
Skills gap
“People need to question, check and use AI output well.”
Read more →Recognize this problem?
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