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Measurement & Incrementality
Mix modeling finance will sign off on, a geo experimentation program to calibrate it, and one reconciled view across platforms, model, and P&L.
- Bayesian MMM
- Geo holdouts
- Reach & frequency
- Budget scenarios
Services
Measurement first, because everything downstream optimizes against it. Applied AI last, because it compounds whatever sits underneath. All of it built on your existing stack.
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Mix modeling finance will sign off on, a geo experimentation program to calibrate it, and one reconciled view across platforms, model, and P&L.
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Models that decide who gets what, delivered to channels in time to matter. Governed, explainable, and consent-aware across first- and third-party data.
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Models and agents where they earn their place: brief to asset, creative QC, compliance review, media planning, and reporting. We are just as clear about what should not be automated.
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Roadmaps defined, refined, and implemented with your marketing, finance, IT, privacy, legal, and compliance stakeholders, sized to budget and business continuity, and written for the person running them in month nine.
Ground truth
No single method survives modern signal loss. Most organizations own all three and have never made them agree. That is where we start.
Aggregate and privacy-safe. Shows where the money should go across channels, brands, and markets.
Geo holdouts and randomized tests. The only proof a channel caused anything, used to calibrate the model.
Demoted, not deleted. Fast directional signal for in-flight optimization, read with a known bias rather than as truth.
Delivery model
Senior leads own every engagement. Where it helps, nearshore and offshore analysts, mathematicians, and statisticians add scale.
Get started
A first conversation is a working session, not a pitch. Bring the number you cannot currently defend and you will leave with a point of view on it, whether or not we work together.