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Generative AI Solutions

From our Center of Excellence, we develop Generative AI solutions and use cases that guarantee results in under 30 days.

Why Implement Generative Artificial Intelligence?

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74 %

of organizations are already seeing a ROI from their Generative AI projects.
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86 %

of organizations using Generative AI report revenue growth.
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84 %

of organizations are able to take Generative AI use case idea to production in under 6 months.

Boost your Business Results with our AI Solutions

Challenges

Use Case

Practical Case

Solution

Benefits

Challenges

Use Case

Practical Case

Solution

Benefits

  • Overload due to repetitive tasks
  • Delays that slow down operations
  • Simple queries that saturate the channel

Support and internal operations

An agent that understands natural language, grants access to the company systems, and replies in real time

  • 24/7 availability
  • Fewer errors
  • Increased productivity
  • Time and cost savings
  • Reduced repetitive queries
  • Inefficiency in supervision and anomaly detection
  • Manual control processes that are prone to errors.

Real-time visual detection and analysis

A system that detects objects, events, or anomalies in real-time video streams

  • Increased security and control
  • Issuing immediate alerts for critical events
  • Delays due to manual reviews
  • Bugs found in production
  • Lack of code standardization

Real-time code quality and security control.

AI agent that analyzes repositories, detects bugs and vulnerabilities, and suggests improvements before release.

  • 30% less rework
  • Improved security and stability
  • Faster time-to–market
  • Financial losses
  • Inefficiency in budget allocation and resource management

AI-Driven Data Forecasting

Inventory demand

A predictive model that generates forecasts of future demands or events based on historical data.

  • Optimization of decision-making and resource management.
  • Increased profitability
  • More precise strategic planning.
  • Manual or inefficient processes for credit approval.
  • Loss of time and resources

Risk and Scoring

Default probability scoring

A model that assesses the probability or risk and generates a score for real-time decision–making

  • Reducing financial and operational risk.
  • Optimizing assessment and approval processes.
  • Preventing future behaviour.
  • Poor personalization
  • Loss of sales due to irrelevant suggestions
  • Inefficiency in user retention.

Recommendation Systems

Real-time recommendation engine

An engine that suggests products, content, or services based on the user's behaviour and preferences

  • Improved user experience and engagement.
  • Increased sales and conversions.
  • Optimizing user retention.
  • Increased agility in decision-making.
  • Generating suggestions in milliseconds.
  • Legal and financial risks due to sensitive data.
  • Regulatory compliance challenges.
  • Manual anonymization processes that are slow and expensive.
  • Vulnerabilities to data breaches.

Text Generation

Legal documents drafting

Automated pipelines that anonymize multiple data in multiple formats (PDFs, images, audio).

  • Guaranteed regulatory compliance.
  • Risk reduction.
  • Difficulty in maintaining consistent content production.
  • Long production times.

Content Generation and Summarization

Dynamic content creation.

A tool that drafts emails or blog posts, and summarizes PDF files, while maintaining the brand's tone.

  • Brand consistency.
  • Personalization.
  • Increased productivity.
  • Slow and manual processes.
  • High costs
  • Human errors

Scanned Document Processing

Data extraction automation

An automated pipeline that digitizes documents, extracts key data, and structures it into a specific format

  • Time and cost savings.
  • Error reduction.
  • Increased operational efficiency.
  • Complex BI tools that don’t support natural language
  • Difficulty integrating multiple sources
  • Limited, slow data access that is dependent on technical experts

Conversational BI

Corporative data query

A BI chat connected to multiple data sources that allows you to ask questions in natural language and receive answers as tables or charts.

  • Simplified data access.
  • Increased security
  • Brand inconsistency in image creation.
  • Lack of control over visual assets
  • Absence of personalized presets

Generative Image

Branded visual content creation.

A tool that generates branded images, with moderation and asset control.

  • Increased consistency and personalization
  • Centralized management of visual assets
  • Increased speed in content creation.
  • Slow and manual identity verification processes
  • High costs
  • Lack of regulatory compliance

Facial Recognition and Proof of Life

User authentication

An SDK to verify identity with high precision and regulatory compliance.

  • Security and regulatory compliance
  • Operational cost reduction
  • Streamlining client onboarding
  • Lack of data integration
  • Poor personalization
  • Low effectiveness

Marketing Automation

Smart marketing campaign

A tool that identifies audiences, creates personalized content, and sends it through the most effective channel.

  • Increased personalization and effectiveness in campaigns.
  • Data integration for a unified strategy
  • Communication channel optimization
  • Low precision in relevant data extraction.
  • Limited personalization by industry and language.

Entity Extraction

Text analysis and processing

AN API that extracts entities with high precision, tailored to a specific domain.

  • Precise data extraction
  • Increased personalization
  • Increased efficiency
  • Difficulty integrating in AWS-first environments
  • Lack of control over the model lifecycle
  • Incompatibility with custom landing zones

MLOps Platform

Model lifecycle management

A MLOps platform that integrates natively with AWS, enabling monitoring and full control.

  • Native integration with the AWS environment
  • Complete management of the model lifecycle
  • Continuous monitoring of model drift
  • Deployment and pipeline automation
  • Rollback capability and full control over models
  • Generic tools that don’t adapt to specific formats
  • Low precision in sensitive data extraction

Data Extraction

Data extraction automation

A system that extracts data from forms with high precision, tailored to specific formats and standards.

  • Increased precision and efficiency
  • Time savings in record management
  • Operational cost reduction
  • Data centralization

Crombie’s Center of Excellence

Streamline your business operations with Generative AI!

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