Marketing & Content
Sponsorship and partnership evaluation
Evaluate sponsorship and partnership proposals against audience overlap, brand fit, historic comparable returns, and reputational risk, giving a consistent assessment across very different opportunities.
20–40%
reduction in low-return partnership spend
Opportunity assessment
Minor improvement. Small efficiency gain with limited effect on overall turnover or bottom line.
Relatively straightforward. Off-the-shelf tools handle the core task. Implementation is well-understood with good examples to follow.
Moderate data needs. Works with data most businesses hold, but will likely need consolidation, cleaning, or reformatting before use.
Low risk. Limited external exposure. A human reviews output before it reaches anyone outside the team.
Light people impact. A new tool slots into an existing workflow. Minimal training needed. Most people will adapt quickly.
Tooling required
Things to consider
Sponsorship decisions are unusually prone to the loudest advocate winning. A consistent scoring framework applied to every proposal is most of the value; the AI just makes applying it fast enough to bother.
Reputational screening of partners and their associations is worth doing properly and is easy to automate. The cost of missing something here is disproportionate to the deal size.
Historic comparable returns are usually poorly measured. Where you cannot evidence return, say so in the assessment rather than filling the gap with a plausible estimate.
Experiment starter: Score every partnership you ran in the last two years against the framework and compare the scores against actual measured outcomes. Use the disagreements to calibrate the weightings before applying it to live proposals.
Go deeper in the playbook
Section — Opportunity Identification, including the AI Opportunity Assessment ScorecardSection — RAG and Knowledge Systems: Unlocking Proprietary DataThis is an decision support opportunity — see the relevant playbook section for how to approach it.More in Marketing & Content
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AI Transformation Playbook
Ready to assess your own opportunities?
The playbook gives you the full 150-opportunity directory, scoring tools, and 100+ templates for every stage of an AI transformation programme.