CBRE

CBRE x ITMAGINATION

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My team and I have been deep diving into the Banking industry and talking to a few people about their goals. Below are the most innovative product plans we saw.

SME/SMB Digital Banking Platform

  • Develop a modern, user-friendly digital banking platform that enables customers to access their business accounts, manage transactions, and perform various banking tasks with ease
  • Expense Management, including Payroll Management Solutions, comprehensive Expense Management for SMEs, and flexible Loans & Factoring Services tailored for SMEs
  • Tax, Regulatory, and Compliance solutions including Automated Tax Filing and Management Services and streamlined Regulatory Reporting for SME compliance
  • Custom Identity Verification, KYC / KYT, and AML Solutions
  • Comprehensive Business Reporting Tools including Cashflow Management, P&L, and comprehensive analytics
  • Enhance security and reduce fraud with advanced data analytics and machine learning algorithms

‍Learn More About Our SME/SMB Solutions Development Services

Loan Origination & Underwriting (B2B And/Or B2C Focused)

  • Streamline loan origination and underwriting with automated processes and real-time data analysis
  • Improve risk management with predictive analytics and machine learning algorithms
  • Enhance customer experience with faster loan processing and decision-making

Wealth Management & Investment Services

  • Provide personalized investment recommendations and portfolio management services with real-time data analysis and predictive analytics
  • Enhance customer engagement with digital tools and real-time information
  • Improve operational efficiency with automated processes and real-time monitoring

AI-Powered Chatbot

  • Develop an AI-powered chatbot that enables customers to get answers to their banking questions and perform transactions through natural language commands
  • Enhance customer experience with personalized recommendations and proactive notifications
  • Improve operational efficiency with automated responses and reduced call center volume

Embedded Finance & Payment Solutions

  • Integrate embedded finance and payment solutions to streamline financial transactions within your platform
  • Offer seamless, in-app payments and financial services to enhance user convenience and engagement
  • Boost revenue and customer loyalty with flexible payment options, instant transfers, and personalized financial products
  • Build real-time and cross-border payment systems to enable faster, more secure, and cost-effective transactions
  • Read more about our Embedded Finance Solutions development services

Digital Identity Verification

  • Develop a digital identity verification system that enables customers to securely verify their identity for various banking services.
  • Enhance security and reduce fraud with advanced biometric and AI-based authentication methods.
  • Improve customer experience with simplified onboarding and reduced wait times.

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Automating Deal Underwriting at CBRE

Thank you, Jean, for exploring how we can help you transform your underwriting processes. Based on our discussions around deal volumes, document complexity, and risk analysis, here’s our tailored approach to automate and accelerate your real estate investment underwriting:

At ITMAGINATION, we specialize in harnessing cloud-native AI solutions to modernize complex financial workflows. Our goal is to equip your underwriting team with intelligent tools so you can focus on strategic decision-making rather than manual data entry.

1. Understanding Your Objectives

  • Speed & Accuracy: You need to reduce manual reviews and eliminate data-entry errors across term sheets, rent rolls, and title reports.
  • Scalability: Your team handles hundreds of deals monthly – the solution must scale seamlessly.
  • Risk Insights: You want AI-driven analytics and copilot recommendations to flag covenant breaches or unusual loan terms.

2. Proposed Solution Architecture

Document Process Automation

We’ll implement end-to-end document ingestion and data extraction pipelines that:

  • Automatically ingest PDFs, scanned leases, loan agreements, and appraisals.
  • Extract key fields (LTV, interest rates, NOI, tenant covenants) with > 95% accuracy using Azure Form Recognizer.
  • Validate and reconcile extracted data against your ERP or core loan origination system.

Knowledge Mining & Analytics

By indexing all your unstructured asset data, we enable:

  • Real-time search (“Show me all assets in Berlin with DSCR < 1.2”).
  • Interactive dashboards for portfolio-level KPIs (IRR, vacancy rate, cap rate).
  • Automated risk scoring models that learn from historical deal performance.

Azure AI Foundry Underwriting Copilot

Our custom copilot will:

  • Summarize deal terms and highlight anomalies based on your underwriting criteria.
  • Run sensitivity analyses on rent growth, cap-rate assumptions, and margin stress-tests.
  • Provide clause recommendations by comparing current deals against a repository of past transactions.

3. Proven Expertise & Case Studies

  • Nestlé Document Automation: We reduced invoice processing time by 90% across 5 departments, integrating end-to-end with SAP. This same document-centric approach applies directly to your lease, loan, and due-diligence pipelines. (Nestlé Case Study)
  • Azure AI Foundry Deployments: We’ve built and scaled multiple AI-powered assistants on Azure, combining OpenAI models with proprietary data connectors for financial services and manufacturing clients.

4. Why ITMAGINATION?

  • Deep expertise in Data & AI on Azure.
  • Proven track record in Document Process Automation and Knowledge Mining.
  • Flexible, collaborative approach – we embed within your team for faster ROI.
  • End-to-end delivery: from architecture and POC to production roll-out and support.

5. Next Steps

1. Align on scope: volume of deals, systems integration points, and key risk metrics.
2. Phase 1 PoC: In 6–8 weeks, deliver a working underwriting assistant for a pilot portfolio.
3. Scale to production: Expand to full deal volumes with ongoing optimization and support.

If you have any questions or want to adjust the scope, we’re here to help. I look forward to discussing how we can drive efficiency and risk management for your underwriting operations at CBRE.

Let's talk about your goals!
Maciej Gos

Maciej

Chief Architect

Hisham

Head of Marketing

See what some of our clients have to say

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For over 9 years, we’ve partnered with ITMAGINATION for numerous projects. What impresses me most is their consistent reliability.
Jarek Dąbrowski
Senior Technology Director & Board Member
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What sets our relationship apart is the partnership approach; it's not just about staff augmentation. Over the past years, we've built a level of trust that allows us to work seamlessly.
Dennis Priess
Head of Mobile Engineering & Quality Assurance
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."
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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."
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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."
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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."
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."
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Cutting Edge Solutions Delivered to the World's Leading Enterprises Across Industries

Banking, Financial Services, Insurance
Industrials & Manufacturing
Consumer Goods, FMCG, Retail
Other

4B+ Records & 3.2M Credit Accounts Migrated with Near-Perfect Accuracy

Delivered a 13-month migration project, moving 4+ billion records and 3.2 million credit accounts across 9 source and 4 target systems. We achieved exceptional data integrity with only 14 rejected records (expected) and full real-time reconciliation across 650+ reports.

Automated KYC & AML at Scale Reduces Operational Risk & Compliance Costs

BNP Paribas automates KYC & AML workflows at scale with a modernized application, handling 100,000 monthly assessments across 700+ branches. The system integrates with customer-facing and back-office platforms, eliminating manual data re-entry and improving efficiency.

Data Warehouse for Regulatory & Operational Reporting Across 20+ Systems

Built a data warehouse which consolidates data from 20+ systems including two core banking platforms for accurate regulatory & operational reporting. The engine streamlines ETL, validation, and BASEL II compliance, supporting both daily operations and long-term MIS strategy.

Clickstream Analytics at Petabyte Scale for 9M+ Retail Customers

Built a clickstream analytics platform for CRM and risk modeling across digital channels. With 1PB+ of behavioral data, 900+ predictive triggers, and integrations with external sources, the solution improves loan targeting, boosts campaign conversion, and sets the foundation for real-time engagement.

Advanced Analytics Discovery for Credit Risk, Retention & CLV Optimization

Through exploratory analysis and predictive modeling of contract and customer data, we delivered actionable recommendations across credit risk, churn prevention, and customer lifetime value, laying the base for data-driven decision-making and long-term analytics initiatives.

Migrated 44,000 Card Accounts and 100m+ Transaction Records in a Single Weekend

BNP Paribas consolidated systems ahead of a major merger by migrating 44,000 card accounts. We executed two dress rehearsals and delivered a migration with 900+ data mappings and 170 reconciliation rules in a weekend.

Hybrid Cloud on Azure

Infrastructure scalability, implementation of best practices, high reproducibility after failures, and major reduction in maintenance costs of the solution.

Time-to-market: 1 month to 2 weeks

Armadillo uses modern architecture to reduce time-to-market from 1 month to 2 weeks, enabling agile regional launches & enhanced customer insights.

Global Power BI Reporting Platform for 177 Factories Across 45+ Countries

Migrated on-prem data to an Azure-based data warehouse. Created a Power BI solution enabling top execs to analyze costs & profits including materials, waste, and logistics. Implemented fine-grained access controls and delivered role- and location-specific reports across 177 factories.

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.

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.

Streamlined Global Sales Reporting For 30+ Entities & Multiple Currencies

Delivered a centralized Azure-based reporting platform, consolidating data from diverse ERP systems across 30+ entities. Using Data Factory, Data Lake, and Power BI, the solution provides multicurrency reporting, budget-actual-variance calculations, data consolidation, and real-time sales insights across global operations.

Large-Scale ERP Modernization for 3,500+ Users in 5 Countries and 7 Business Units

Rebuilt Skanska's ERP, replacing old technology with a modern, scalable system supporting Construction, Commercial, and Residential units. Designed & deployed 500+ system screens and a mobile app, ensuring multi-country compliance and real-time financial consolidation.

Competitor Price Intelligence Platform Built on Azure Data Lake

Developed a web scraping and analytics solution, capturing competitor pricing data across 60+ B2B and B2C websites. Built on Azure Data Lake and SQL, it enables real-time price monitoring, centralized analysis, and self-service reporting to support agile pricing strategy decisions.

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.

Self-Service BI Platform Deployed Across 10 Countries During ERP Rollout

Delivered a modern Azure-based BI solution alongside their Microsoft Dynamics ERP rollout. The self-service platform enables mobile, ad-hoc reporting across sales, finance, and manufacturing, allowing in-depth margin analysis and full visibility into product performance from factory to customer.

80% Faster Document Processing & Automated Workflows: Hours to Minutes

Modernized Daikin’s legacy platform, replacing unstable, unreliable systems with a secure, scalable Azure-based solution. We automated approval, translation, and publishing workflows, cutting document processing time by >90% & reducing manual effort by 80%.

50% Cost Reduction & 80% Fewer Support Tickets with Unified IoT App Platform

Dometic consolidated and modernized two apps into a single platform, cutting development costs by 50% and reducing support tickets by 80%. We streamlined QA and backlog, reducing 600+ open issues to <100.

Azure Infra Performance Improvements

Enhanced log analytics, improved cost tracking & reduction, and optimized ETL processes for better efficiency and insights.

Improved Invoice Accuracy with AI-Based Text Mining & Anomaly Detection

Implemented a logistic regression model with advanced text mining and feature engineering to detect wrong classifications in invoice processing. The solution significantly reduced manual errors by analyzing both structured fields and free-text descriptions, boosting overall system efficiency.

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.

Automated Invoice Processing Cuts Manual Work, Speeds Up Payments

Nestlé moved to automated invoice processing, enabling 100+ users across Finance, Accounting, and Sales to improve compliance, eliminate manual entry, streamline invoice approvals, budgeting, and mass payouts.

Time-to-Insight Reduced from 1 Week to Under 1 Day for 100+ Users

Built a scalable Azure-based BI solution for Hochland, replacing Excel with Power BI and Azure Analysis Services. By integrating 26 data sources into a unified model, we reduced time-to-insight from 1 week to hours, advancing decision-making across sales, planning, and operations.

Unified BI Platform Across 11 Countries Powers Sales & Financial Insights

Modernized Danone's analytics, consolidating data from SAP, Navision, and external sources into an Azure-based BI platform. Spanning four product lines and 11 countries, the solution improved sales planning, inventory, and margin analysis, supporting short and long-term decisions.

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.

Automated Market Data Integration Saves Days of Manual Work Monthly

Built a centralized BI platform, consolidating Nielsen data and internal Sell-In data into a unified reporting layer. The solution eliminated manual file consolidation - enabling faster insights, improved marketing responsiveness, and self-service reporting across markets.

Scalable RFID Data Lake Processes 3M+ Events Daily For Stores & Warehouses

Developed a real-time RFID data integration platform for LPP, capturing over 3 million daily events across warehouses, showrooms, and stores. Built on Azure Data Lake and Power BI, it delivers live alerts on product exposure and enables granular movement tracking, supporting loss prevention & inventory optimization.

Global Sales & Merchandising Platform for 3,000+ Users Across 50+ Markets

Delivered a scalable, automated analytics solution for a global FMCG company, integrating sales & merchandising data across global teams. With Power BI dashboards and predictive data quality tools, the solution empowers 3,000+ users with informed decisions in 50+ markets.

Modern Azure-Based BI Platform Serving 200+ Sales, eCommerce & Logistics Users

Built a scalable, centralized data & BI platform on Azure, covering eCommerce, logistics, and sales. With Azure-hosted SQL, Power BI, and Analysis Services, it enables self-service dashboards, master data unification, and real-time access to business-critical insights for 200+ users.

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.

Large Scale AWS Migration with Zero Business Disruption

HRS migrated their core booking & expense mgmt. platform to AWS with zero downtime. We implemented real-time monitoring, resilient DevOps pipelines, and automated API integrations for long-term reliability.

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.

50% Azure Costs Reduction

Reduction of 50% in cloud costs thanks to a robust FinOps strategy and day-to-day platform improvements led by our architect.

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.
CBRE
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Let's Accelerate Innovation Together.

Someone from our team will reach out soon!

We can help in these areas and more:

Digital Engineering
Data Modernization
AI / ML Solutions
Development Nearshoring
Maciej Gos

Maciej

Chief Architect

Hisham

Head of Marketing