Why only few organizations successfully convert MMM insights to Decisions

Many reports state – only 25-30% of the organizations are able to convert MMM insights into any meaningful decision.

But Why?

We have been in MMM space for more than a decade. From our experience, the breakdown happens in three places:

📌 Organizational Memory Fade

MMM is not a one-time exercise. It is a cumulative learning system.

But in reality:

Insights sit in decks and that too only a select few access to them.
Teams change, vendors change and Context gets lost.

Every new MMM cycle starts with – “What did we conclude last time?” “What were the actions taken?”.

The existing knowledge doesn’t compound, it just gets lost or only selectively remembered.

📌 Inaccurate Interpretation of MMM outputs

Interpreting MMM outputs requires not just statistical lens but a business lens.

Also each statistical output like predicted vs actual, contribution charts, saturation curves, spend/effect share; all convey different insights and tell a unique story.
The biggest skill hence is to stitch all of these insights together.

But we all know how difficult that is, analysts with varying experience may interpret things differently or wrongly.

This variance can induce huge inconsistency system wide.

📌 Insufficient Decisioning Tool

This is actually the most overlooked gap.

A successful MMM project not just informs you what happened in the past, which levers moved the needle but also what can we do next.

This “what can we do next” is informed by tools like ‘Budget optimization’. But believe it or not, many organizations are still stuck with Excel based optimizers !!

Even if one does design a good budget optimizer, the next big task is to productize it and give it good guard rails. We all know optimizers just ‘optimize mathematically’. To make it make sense, one has to add additional layers of logic.

Tools with inaccurate algorithms can prove to be catastrophic for a brand.

📌 How Aryma Labs is tackling the above

To solve the three layer problem, we have created three unique products

▪️MMM Synapse

MMM Synapse is an AI powered ‘always-on insights’ tool.
It converts your historical and current Marketing Mix Modeling (MMM) reports into a single, searchable intelligence repository.

▪️MMM Singularity

Encoded with 10+ years of real MMM consulting across multiple industries, a dynamic interactive dashboard and a custom AI agent (named “EMMMY”), it turns complex MMM results into simple, actionable narratives and explanations.

▪️Aryma Nebula

Aryma Nebula is an agentic AI budget optimizer.

Powered by Aryma Labs’ proprietary MMM engine, combining autonomous reasoning with evidence-driven statistical guardrails to recommend the ideal marketing allocation.

We are launching version 2.0 for all the above

– With innovative features never seen before !!
– With enhanced UI and UX experience
– Most of all with real utility value to make decisioning with MMM easier.

Stay tuned 😎