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SERVICE

Machine Learning & Analytics

From Raw Data to Decisions You Can Trust.

We turn your business data into decisions through data pipelines, analytics dashboards, and machine learning models for forecasting, segmentation, and anomaly detection, giving teams accurate, timely insight they can act on.

  • Data pipelines & warehousing
  • BI dashboards & reporting
  • Forecasting & predictive models
  • Customer segmentation
  • Anomaly & fraud detection
Machine Learning & Analytics

Pipelines

Automated, Monitored Data Flows

OVERVIEW

Machine Learning & Analytics built around how your business works.

Our goal

Give every team accurate, timely insight and predictive intelligence.

Most organisations have more data than insight. We build the pipelines, analytics, and machine learning models that turn scattered data into clear, actionable intelligence.

Data spread across spreadsheets, databases, and SaaS tools makes reliable reporting slow and difficult.

We build data pipelines and warehouses that consolidate and clean your data automatically.

Dashboards give each team the metrics they need, updated reliably and defined consistently.

Machine learning models add forecasting, segmentation, anomaly detection, and predictive scoring.

Everything is documented and maintainable, so your team can trust and extend it.

What every engagement includes

  • Data pipelines & warehousing
  • BI dashboards & reporting
  • Forecasting & predictive models
  • Customer segmentation
  • Anomaly & fraud detection
WHAT WE DELIVER

Our Machine Learning & Analytics Services

Analytics and machine learning built on reliable data foundations.

HOW WE WORK

Our Machine Learning & Analytics process.

Transparent, sprint-based and built around decisions you can see. You know what ships, when, and why at every step.

Start Your Project
  1. 01

    Data & Questions Discovery

    Understanding the decisions you need to make and the data available.

  2. 02

    Data Engineering

    Building pipelines that collect, clean, and model your data.

  3. 03

    Metric Definitions

    Agreeing consistent definitions for key business metrics.

  4. 04

    Dashboards & Reporting

    Building dashboards tailored to each team's decisions.

  5. 05

    Model Development

    Training and validating machine learning models for prediction.

  6. 06

    Operationalisation

    Automating refreshes, monitoring, and model retraining.

RESULTS

What Every Engagement Covers

Reliable data foundations with predictive intelligence on top.

Pipelines

Automated, Monitored Data Flows

One Truth

Consistent Metric Definitions

Dashboards

Insight for Every Team

Predictive

Forecasting and ML Models

WHY CREUTO

Why Choose Creuto for Machine Learning & Analytics?

The reasons clients give when they recommend us, not the ones we would pick ourselves.

From Raw Data to Decisions You Can Trust.

Our promise on every Machine Learning & Analytics engagement.

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Products delivered

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Years of engineering

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Client satisfaction

Start a conversation
  1. /01

    Data Engineering Strength

    Reliable pipelines come first, so dashboards and models can be trusted.

  2. /02

    Decision-Focused

    We start with the decisions you need to make, not the tools.

  3. /03

    Explainable Models

    Models your teams can understand and confidently act on.

  4. /04

    Tool-Agnostic

    We work with your existing BI tools, warehouses, and cloud.

  5. /05

    Documented and Maintainable

    Clear documentation so your team can run and extend the work.

  6. /06

    Ongoing Support

    Monitoring, new reports, and model improvements as you grow.

INDUSTRIES

Industries we deliver Machine Learning & Analytics for.

Sector pages with the solutions, compliance, integrations and FAQs specific to each market.

TECHNOLOGY STACK

Technology stack for Machine Learning & Analytics at Creuto.

Chosen per project for longevity, hiring depth and fit with your existing systems, never by fashion.

/01Web and backend

  • React
  • Next.js
  • TypeScript
  • Node.js
  • NestJS
  • Python
  • Django
  • .NET
  • Java

/02Mobile

  • Swift
  • SwiftUI
  • Kotlin
  • Jetpack Compose
  • Flutter
  • React Native

/03AI and analytics

  • Claude
  • OpenAI
  • LangChain
  • PyTorch
  • TensorFlow
  • pgvector
  • Pinecone

/04Data

  • PostgreSQL
  • MongoDB
  • Redis
  • Elasticsearch
  • BigQuery
  • Snowflake

/05APIs and integrations

  • REST
  • GraphQL
  • gRPC
  • Webhooks
  • Kafka
  • RabbitMQ
  • Stripe

/06Cloud and DevOps

  • AWS
  • Azure
  • Google Cloud
  • Docker
  • Kubernetes
  • Terraform
  • GitHub Actions

/07Security and identity

  • OAuth 2.0
  • OpenID Connect
  • SAML
  • Auth0
  • Keycloak
  • AWS KMS
  • Vault

/08Quality and observability

  • Jest
  • Playwright
  • Cypress
  • pytest
  • Sentry
  • Grafana
  • Datadog
TESTIMONIALS

Don't take our word for it.

Founders and product leaders on what it is like to build with Creuto.

“What impressed us most about Creuto was their deep understanding of both design and product thinking.”

Creuto's app led to increased user engagement and product adherence. Customers interacted with the brand daily, creating stronger and more consistent wellness habits. The team was smooth, structured, and highly responsive. They maintained clear communication and delivered items on time.

NR

Namrata Reddy

CEO, Bloomally

Read on Clutch

More client voices

/01 of 06

on Clutch
FAQ

Frequently Asked Questions

Straight answers about Machine Learning & Analytics projects. If yours is not here, ask us directly.

Ask our team

We work with warehouses such as BigQuery, Snowflake, Redshift, and PostgreSQL, and BI tools including Power BI, Looker, and Metabase.

Yes. Data cleaning and modelling are a core part of our work before dashboards or models are built.

Analytics explains what has happened and why; machine learning predicts what is likely to happen next or automates decisions.

Yes. We document pipelines, metrics, and models and can train your team to maintain them.

LET'S BUILD

Turn Your Data Into Decisions.

Reliable pipelines, clear dashboards, and predictive models.

  • Reply within one business day
  • NDA on request
  • Senior engineers only
  • Fixed scope, no surprises