AI Framework - Strategy, Consulting, & Development Services

Don’t spend months & 100s of thousands on AI projects that go nowhere

Get tangible business value in 6-8 weeks
Microsoft Gold Partner Certification 2021 for ITMAGINATION
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Deliverables & Pricing

Straightforward and transparent scope with a fixed-price model to help you get started

Venturing into AI can raise many questions and concerns. Our goal is to bring clarity and confidence to the process.
Accelerated Time-to-Value: 6-8 Weeks
Rapid delivery of Proofs-of-Concept (PoCs) to showcase business impact early; in just 6-8 weeks.
AI Readiness - Data Maturity Assessment
Poor data practices are a top reason AI projects underdeliver and successful AI starts with strong data foundations. We assess your data readiness to reduce risk and improve ROI from day one.
Scalable and Responsible Solutions
Build AI solutions designed for seamless transition to production environments while addressing ethical, regulatory, and operational challenges.
Customized Roadmap for Your Needs
After the AI Framework phase, you can choose between two implementation tracks:
  • Quick Wins Track: Build production-ready AI solutions in 4–6 months, focused on high-impact use cases.
  • Full AI Platform Track: Develop a scalable, end-to-end AI platform over 8–12 months.

Fixed Price

Actionable roadmap & technical plan to deliver quick wins and prepare for long-term AI transformation.
€10,000*
* Rebated if full-scale project implemented
Deliverables & Artifacts
  • Multiple functional Proofs of Concept (PoCs) delivered
  • 6–8 weeks of expert analysis and technical development
  • 5+ structured stakeholder workshops & meetings
  • Detailed technical documentation
  • AI readiness assessment based on data capabilities
  • Analysis of production use cases and ROI
  • Detailed technical documentation
  • Roadmap & solution architecture for full AI solution development
Client Case Studies

Successful AI/ML Projects

Reduced Downtime & Warranty Claims with Predictive Maintenance Models

Developed IoT-powered predictive maintenance and quality models using sensor data and neural networks to detect production anomalies. The Azure-integrated solution improved uptime, reduced product returns, and enhanced quality control across 11 manufacturing sites.

Cut Concrete Costs & CO₂ Emissions with Optimized Mixing App

Developed a web-based app using non-linear optimization to reduce raw material usage and emissions in concrete production. The Azure-hosted solution enables CRH to calculate cost, CO₂ impact, and performance in real time, supporting sustainable manufacturing across global plants.

Achieved 85%+ Forecast Accuracy with AI-Powered Sales Predictions

Built a regression-based forecasting model using Gradient Boosting and time-series analysis to predict hourly sales, returns, and restocking efficiency. The solution improved inventory planning and operational effectiveness across stores using Python, R, and SQL-based analytics.

GenAI Legal Assistant Delivered on Azure for Dutch LegalTech Startup

Built a secure, GPT-powered legal research assistant using Azure OpenAI, Semantic Kernel, and Cognitive Search. Enabled Dutch legal professionals to query across laws and case files with source attribution and AI-powered Q&A; addressing major limitations of public LLMs while validating the client’s product-market fit.

Internal Copilot Boosts Sales Efficiency with Tailored Case Study Discovery

Developed an internal Copilot solution that uses Azure OpenAI to match relevant case studies to active sales conversations. The tool improves response time and personalization, empowering the sales team to deliver stronger, evidence-backed proposals faster.

Unified Azure Analytics Platform for Structured, Unstructured & IoT Data

Built an advanced analytics platform, automating deployments across Azure Data Lake, Databricks, Cosmos DB, and Event Hubs. It enables departments to ingest & analyze diverse data types - from IoT streams to business systems within a unified cloud-native environment.

Automated Social Media Monitoring with AI-Powered Image Recognition

Built a neural network–based system to detect product placement across social media in real time. The solution identifies brands, objects, and context, enabling automated marketing reports, influencer tracking, and competitor analysis for global marketing teams.

Logo Recognition Model Achieves 90%+ Accuracy in Global Field Use

Developed a deep learning-based image recognition model for Cheil to validate Samsung's logo consistency across global retail locations. Achieved over 90% balanced accuracy; even in poor lighting or angles, and integrated the model into a mobile tool used by sales teams worldwide with <3s response time.

LPP Uses Computer Vision to Analyze In-Store Traffic and Product Exposure

Delivered a machine learning solution that processes CCTV footage in milliseconds to detect queues, count customers, and analyze shelf space in retail stores. The system helps LPP validate in-store behavior patterns and boosts demand forecasting with ground truth data.
About Us

ITMAGINATION in Numbers

16+
Years on the Market
550+
Successful Projects
5+ Years
Average Client Tenure
90th
Percentile NPS
400+
People On Board
4.7+
Glassdoor Rating
Solutions

Scalable & Secure AI/ML Solutions Built on Microsoft’s AI Stack

Generative AI Powered Copilots + Agents on Azure

Design copilots, autonomous agents, and knowledge assistants using Microsoft’s GenAI stack.
  • Build Fully Custom Agents & Copilots with Azure AI Foundry & Azure OpenAI: Enable summarization, classification, and natural language chat across your enterprise data.
  • Empower Business Users & Makers with Copilot Studio Integrations: Design LLM workflows and deploy copilots within Microsoft 365, Teams, or your custom apps.
  • RAG & Knowledge Orchestration: Use Azure AI Search + AI Studio to deliver grounded, auditable responses using your internal content.
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Classic Machine Learning Solutions on Azure

Train, deploy, and monitor ML models for forecasting, scoring, and optimization.
  • Enterprise-Grade ML Workflows: Use Azure Machine Learning and Databricks to build and deploy time-series, classification, and regression models at scale.
  • Automated MLOps: Enable retraining, model versioning, and drift detection with ML pipelines and CI/CD.
  • Explainable, Compliant AI: Build trustworthy models with built-in explainability, Responsible AI dashboards, and audit trails.
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Our Approach

How We Move from AI Potential to Real Results

No vague or outlandish promises, just a structured, hands-on approach tailored to where you are today.

Understand Your AI Readiness & Data Maturity

We conduct a deep dive into your current AI stack, maturity, and risks across tools, platforms, and teams.

Use Case Discovery & Scoping

Through stakeholder interviews and system reviews, we identify and score AI use cases based on technical feasibility, business impact & ROI, and available data assets.

Develop Targeted PoCs

We define and develop small-scale, high-impact PoCs; mapping out objectives, data inputs, modeling needs, and success criteria to ensure measurable outcomes within the 6–8 week period.

Architecture & Solution Planning

We create a scalable solution design for high-priority quick wins and identify deeper dive areas for later phases.

This includes system integrations, data pipelines, model orchestration layers, and infrastructure considerations.

Roadmap & Execution Plan

You receive a delivery-ready plan with timelines, resource requirements, dependencies, scalability considerations, and a phased roadmap for both tracks, Quick Wins and Full Platform rollout.
Testimonials

See what some of our clients have to say

David McGowan
SVP, CIO of Global Commercial Services. Previously CTO at Kabbage, Acquired by American Express
"Kabbage’s (Acquired by American Express) partnership with ITMAGINATION has been instrumental in completing our goals across numerous major projects."
Logo ITMAGINATION Client BNP Paribas
Małgorzata Dąbrowska
Chief Operating Officer & Board Member
"ITMAGINATION has been cooperating with BNP Paribas since 2012, completing many initiatives with the bank, providing and implementing software that was developed especially for our needs."
Dorota Poniatowska-Mańczak
Chief Innovation Officer
"We have been cooperating with ITMAGINATION since 2016. The main project created by ITMAGINATION for our company was implemented very quickly – in only 13 months."
Logo ITMAGINATION Client Hochland
Robert Pernak
Pricing Manager
"ITMAGINATION's team clearly understands our needs, have top-notch expertise both in our sector (FMCG), as well as the technologies used - Business Intelligence Data Warehousing."
Luma Financial Technologies Logo
David Wood
Managing Director
"ITMAGINATION's team was able to understand our business needs and set up a development team quickly and to a high quality."
Armadillo.one Logo
Michael Wolf
Chief Technology Officer (CTO)
"The  team has been great to work with, they are direct communicators, open to  feedback and work hard to build a great product."
Team

Meet Our Solutioning Team

Maciej Gos
Chief Architect
As the Chief Architect at ITMAGINATION, I design secure, scalable solutions on Microsoft Azure, specializing in cloud architecture, AI, and data platforms to help our clients drive innovation and efficiency.
Piotr Walkowiak
Data Competency Leader
With over 13 years of experience in data architecture and engineering, I design and optimize Azure Cloud Data services and Power BI solutions, helping businesses enhance data quality, performance, and decision-making.
Jakub Czajkowski
.NET Competency Leader
With over 16 years in the IT industry, including more than a decade at ITMAGINATION, I specialize in backend development, cloud architecture, and Microsoft technologies, helping businesses design scalable, high-quality solutions with a value-first approach.

Have any questions?

Don't hesitate to reach out! Our team is here to help.

Schedule a free 30-minute consultation for your Custom AI Framework Plan

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Let's Talk About Your Project!

Maciej Gos

Chief Architect & AI/ML Competency Leader

ITMAGINATION LinkedIn

Piotr Walkowiak

Data Competency Leader

ITMAGINATION LinkedIn
If you're interested in exploring how we can work together to achieve your business objectives & tackle your challenges - whether technical or on the business side, reach out and we'll arrange a call!

Our Team Is Trusted By

Logo ITMAGINATION Client BNP ParibasLogo ITMAGINATION Client L'OrealDanone LogoParamount LogoOrange ITMAGINATION ClientSantander ITMAGINATION ClientCredit Agricole ITMAGINATION ClientSkanska ITMAGINATION CustomerDNB (Danske Bank) ITMAGINATION ClientArmadillo.one LogoGreenlight ITMAGINATION Customer / Client