Timely access to reliable data is critical to compete and transform operations. That’s why at Crombie, we design scalable architectures, automated pipelines, and productive AI models that consolidate information from diverse sources. This enables you to accelerate strategic decision-making, automate critical processes, and build unique capabilities across your company.
The Challenges We Tackle
Scattered, outdated, or poor-quality data
Time- and resource-consuming manual reporting processes
Difficulty extracting actionable insights from core systems
Lack of internal capabilities to train and deploy ML models
AI investments with no operational impact
Software Solutions Aligned with Your Industry
Data Lakes and ETL/ELT Pipelines
We build scalable architectures to centralize, organize, and process data from multiple sources in real time. We automate ingestion, cleaning, and preparation to enable advanced analytics and full traceability.
Predictive and Prescriptive Models
We develop machine learning and optimization algorithms that anticipate business scenarios, detect anomalies, and recommend specific actions for each area. Models are production-ready, measurable, and aligned with critical KPIs.
Interactive Dashboards and BI
We design customizable visual dashboards that turn complex data into actionable insights. They enable real-time monitoring, exploration of key metrics, and collaborative decision-making throughout your organization.
Generative AI and Internal Assistants
We implement Generative AI solutions that automate report writing, summaries, and queries. We deploy internal assistants that enhance productivity and provide secure, conversational access to operational intelligence.
Data Intelligence & AI Engineering Use Cases
Real-Time Fraud Detection for Fintech
We deploy pipelines and ML models to identify suspicious behaviors, minimizing losses and ensuring compliance instantly.
Demand Forecasting in Retail and Logistics
We develop predictive models that anticipate demand fluctuations, optimize inventory, and reduce stockouts.
Advanced Customer Segmentation
We create behavior-based user clusters to personalize campaigns and maximize conversions.
Regulatory Reporting Automation
We design dashboards and scripts that generate auditable reports in record time, reducing operational load in critical areas.
Recent Pilots and Exploring
From our Center of Excellence, we run pilots with internal teams and clients to test real solutions and measure their impact before scaling. These initiatives take place in real-world environments, alongside leading clients in the financial and retail sectors. References are available under NDA.
Real-Time Compliance Automation
We deployed a pipeline integrating banking operations data sources to automatically generate regulatory reports, adapting dynamically to rule changes without manual intervention.
Omnichannel Demand Prediction Engine
We implemented multi-source forecasting models for a regional retailer, combining sales, inventory, and web behavior streams to anticipate peaks and adjust campaigns and logistics in real time.
Generative AI Assistant for Users
We built a copilot that turns natural language questions into advanced queries, explores dashboards, and generates executive summaries automatically — enabling any team to access insights without technical expertise.
Visual Data Lineage for Multi-Cloud Environments
We developed a solution that maps data flows across systems, processes, and clouds in real time. It simplifies audits, pinpoints bottlenecks, and strengthens governance in distributed ecosystems.
Benefits
Clean, Real-Time Data
Decisions Based on Predictive Analytics
Production-Ready, Measurable Models
Immediate Value without Disruptions
Governance and Scalability
Training and Knowledge Transfer
Our Differentiators
Iterative and Pragmatic Approach
Full expertise in data and productive ML
Frictionless Generative AI Integration
Experience in Regulated Environments
Ready-to-Go Assets to Accelerate Delivery
Hyperscalers and Technologies that Drive our Service
Amazon SageMaker
Secure & efficient ML model training and deployment.
Bedrock
Build applications with production-ready generative models.
Forecast, Redshift, Glue
Optimized storage, ETL, and predictions.
Vertex AI
End-to-end ML model lifecycle management.
BigQuery & Dataplex
Real-time, large-scale unified insights.
Looker
Collaborative dashboards for fast, visual decisions.
Flexible and Scalable Hiring Models
Capacity-BasedFixed PriceFixed Price per SprintTime & Materials
