Forecasting & Analysis Β· MMM Β· ML & AI Integration

Know What Drives Your Results.
Run AI On Infrastructure You Control.

Boutique data-analysis consulting for brands with real marketing spend and data complexity – demand forecasting, marketing mix modeling, and ML/AI integration, including fully self-hosted, on-prem AI, that holds up to scrutiny.

What We Do

Three stages. One arc toward AI you fully own.

Start wherever your business needs it most – each stage stands on its own, and together they trace how deep you can go.

01

Forecasting & Analysis

Understand what’s actually happening in your data and what’s coming next – the foundation every later stage builds on.

  • Demand & sales forecasting, accounting for seasonality and promotions
  • Time series decomposition – separating real growth from noise
  • Hierarchical reconciliation across product & region levels
Best fit: any company with a real forecasting problem
03

ML & AI Integration

Deploy AI capabilities you fully control – self-hosted models, custom ML, and internal knowledge tools that never send your data to a third party.

  • Self-hosted LLM deployment (local AI setup) on your own infrastructure
  • Custom ML models beyond forecasting – scoring, anomaly detection
  • Internal knowledge graphs & AI wikis built from your own documents
Best fit: SMEs without an in-house data science team
How We Work

From question to answer, clearly scoped.

No open-ended engagements. Every project starts with understanding the problem before anyone commits to anything.

1

Discovery Call

A free 30-minute conversation to understand your data landscape, your key questions, and whether we’re genuinely the right fit.

Free. No commitment.
2

Scoping Session

A structured deep-dive: data audit, stakeholder mapping, success metrics, and deliverables defined together before a price is agreed.

~2–3 hours, paid engagement
3

Fixed-Scope Proposal

You receive a clear document – deliverables, timeline, price. No surprises, no scope creep, no open-ended retainers unless you want them.

Delivered within 5 business days
Why QuantixAI

We make hard methods
actually usable.

01

Technical depth, business output

MMM and forecasting are genuinely complex. We handle that complexity and hand you something your CFO and CMO can act on – not a Jupyter notebook.

02

No black boxes

Every model we deliver is explained: assumptions documented, limitations stated, and results stress-tested. You should know why the model says what it says.

03

Right partner at every stage

Whether you need a first forecasting model or a fully self-hosted AI stack, we scale the engagement to match your size and complexity – from SMEs to enterprise.

04

EU-native, GDPR-first

Your data stays in Europe – and with our ML & AI Integration work, it can stay on your own servers entirely. Full compliance by design, not as an afterthought.

Ready to know what’s driving your business – and act on it?

Start with a free 30-minute discovery call. If there’s a fit, we’ll scope it clearly. If there isn’t, we’ll tell you honestly.

Book a Discovery Call

Prefer self-serve? QuantixAI’s subscription platform for time series analysis and forecasting is also available.

See the Platform →