Marketing

Are you allocating budget to the right channel or the one that has always worked?

The difference between optimal and suboptimal allocation isn't visible at planning time. It shows up in end-of-quarter results.

The campaign data is there. But choosing where to concentrate resources remains a difficult decision to make rigorously and easy to get wrong under pressure.

Do these challenges sound familiar?

Budget distributed by habit

The allocation across channels and initiatives is based on what's always been done. Not on a structured comparison of alternatives with different expected returns.

No criteria for choosing between initiatives

Two competing campaigns, limited budget, pressing deadline: the choice is made by preference or seniority, not by model. And it's often wrong.

Execution without real-time visibility

You find out an initiative isn't performing when the budget is already spent. The correction always comes too late.

HOW CAN WE HELP YOU?

WhAI transforms marketing budget allocation from an experience-based call to a structured choice built on scenarios, expected returns, and explicit trade-offs between alternatives.

Compare allocation alternatives before deciding

Before distributing the budget, see which combination of channels and initiatives generates the highest expected return relative to your period objectives.

Identify what isn't working in real time

Alerts arrive when there's still budget left to reallocate. Not after the campaign is over and you're writing the post-mortem.

Justify every choice with a number

Every budget decision has a documented expected impact. Choices are defensible to management, to internal teams, to agency partners.

BENEFITS

Discover the benefits of WhAI for your business

Less waste, more return on the same budget

Reallocating in real time is worth more than increasing the budget. WhAI tells you where to move resources while there's still time.

Faster, less contestable channel decisions

The debate over which channel to prioritize stops being a matter of opinion. It becomes a data-driven choice, transparent and shareable.

Execution aligned to objectives as you go

You don't wait for the final report to course-correct. You act when the deviation is still reversible.

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WhAI, the platform that turns AI into measurable value

WhAI adds the missing layer between AI and business

Frequently Asked Question

What is WhAI?

WhAI is Vedrai's decision intelligence platform. It brings decision structure to marketing budget allocation, making every choice between alternatives comparable and justifiable.

Who is Vedrai?

Vedrai is an Italian tech company specializing in decision intelligence for companies, investors, and consulting firms.

Does it integrate with advertising and analytics platforms?

Yes. WhAI ingests data from campaign platforms, CRM, and analytics. The model connects execution data to business objectives.

Do we need a long data history to get started?

No. The setup phase works with available data and builds the model progressively. You start with what you have.

How long until the first operational alerts?

First allocation analyses and first performance alerts are available within weeks of onboarding.

GET IN TOUCH

This isn’t a choice you have to make.

It’s a choice you’re already making.

Every day you decide what to do, when, and how to do it. The difference is whether you do it with WhAI or not.