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AI Solutions / ML & Data

Turn your data into decisions.

Custom models that forecast demand, score leads, predict churn, read documents and power recommendations — built on your data and deployed where your team actually works.

Demand Forecast
Live model output
MAPE 6%
Projected units — next 6 weeks
+18%
Expected demand vs. last quarter, by week
✓ Stock the right amount Gradient boosting
Most businesses sit on years of data they never use. We turn it into a model that pays for itself.
90%+
Of clients' data goes unused
Prod
Every model deployed, not shelved
MLOps
Monitored & retrained
Who This Is For

Built for businesses whose data isn't earning its keep.

If you're collecting data but not acting on it, this is for you.

Sitting on unused data

Years of records, spreadsheets and CRM history that nobody's turned into a decision.

Guessing on a repeatable decision

Stocking, staffing, lead prioritization or risk calls made on gut feel, over and over.

A stalled or shelved model

A prior ML project that never made it to production, or broke and nobody fixed it.

What We Build

Six ways data becomes a decision.

Forecasting

Predict demand, revenue, inventory and staffing so you plan on data, not gut feel.

Churn & Risk

Flag the customers about to leave — with reasons — in time to save them.

Lead & Propensity Scoring

Rank leads and accounts by likelihood to convert so effort goes where it pays.

Computer Vision

Detect defects, count objects, read images and automate visual inspection.

Document Understanding

Extract fields from invoices, forms and contracts — no manual entry.

LLMs & RAG

Copilots and search over your own knowledge base, grounded in your data.

Why It Works With Us

Deployed to production — not a slide deck.

Deployed, Not Shelved

We ship models to production and wire them into the tools your team already uses.

Tied to a Decision

Every model maps to an action — what to stock, who to call, what to flag.

Kept Accurate

We monitor for drift, retrain on schedule, and alert when accuracy slips.

Explainable

Reason codes and feature importance so your team trusts and acts on the output.

Works With Your Data

Snowflake, BigQuery, Postgres, spreadsheets — we build the pipelines around it.

Governed & Secure

Access controls, PII handling and audit trails built in from day one.

How It Works

From data to deployed model.

01

Data Strategy Call

We assess your data, the decision it should drive, and whether ML is the right tool — honestly.

02

Data & Baseline

We build pipelines, clean the data, and set a baseline to beat.

03

Model & Validate

We train, test against holdout data, and prove lift before anything ships.

04

Deploy & Monitor

We put it in production, wire it into your workflow, and run the MLOps to keep it sharp.

FAQs

Common questions

Do we have enough data? +

Often yes — more than teams expect. On the strategy call we assess volume, quality and history, and tell you honestly whether a model makes sense or whether simpler analytics would serve you better.

Can you use our existing data warehouse? +

Yes. We work with your Snowflake, BigQuery, Postgres, spreadsheets or wherever your data lives — and build the pipelines to keep it model-ready.

How do you keep models accurate over time? +

We monitor for drift, retrain on a schedule, and alert when performance drops. A model isn't a one-off — we run the MLOps around it.

Will we understand the predictions? +

Yes. We favor explainable models and ship feature-importance and reason codes so your team trusts and can act on the output.

Do you also do generative AI / LLMs? +

Yes — document understanding, summarization, RAG over your knowledge base and custom copilots, alongside classic predictive ML.

★★★★★

They helped us streamline data, track key metrics and launch campaigns, giving us the clarity we needed to grow with confidence.

GB
Golden Buys Houses
Real Estate · Data · CrecenTech client
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What decision would you make better with a prediction?

Book a data strategy call — we'll look at what you have and tell you honestly what a model can and can't do for it.