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Practice · Data & AI

AI that earns its keep, and its approval.

We find where AI pays off, build it on governed data and run it in production with monitoring, cost control and human oversight that regulators and boards accept.

Data & AI

Artificial Intelligence

Generative, agentic and machine learning solutions taken from proof of concept to governed production.

Core service · Dedicated team

AI Solutions Advisor

Not sure where AI should go first? Our advisors rank use cases by value, feasibility and risk, and our online advisor on the homepage gives you a starting point in three questions.

  • Use case discovery workshops
  • Value and risk scoring
  • Build, buy or partner decisions
  • Ninety-day pilot plans
Try the three-question advisor
Core service · Dedicated team

Generative AI

Assistants, search and content solutions built on your own data with retrieval, access controls and evaluation, so answers are accurate and permission-aware.

  • Retrieval-augmented generation
  • Enterprise assistants and copilots
  • Evaluation and quality monitoring
  • Cost and latency optimization
Discuss Generative AI
Core service · Dedicated team

Agentic AI

AI agents that complete multi-step work with clear permissions, approval points and audit trails, so automation stays under control.

  • Agent design and orchestration
  • Tool and permission boundaries
  • Human-in-the-loop approvals
  • Agent monitoring and logging
Discuss Agentic AI
Service

Machine Learning

Forecasting, classification and optimization models built on governed data and run with practices that keep them accurate over time.

  • Predictive and prescriptive models
  • Feature engineering
  • Model validation and fairness testing
  • Retraining strategies
Discuss Machine Learning
Service

Conversational AI

Voice and chat experiences for customers, citizens and employees that resolve requests and know when to hand off to a person.

  • Virtual agents for service and support
  • Contact center integration
  • Conversation design
  • Containment and satisfaction measurement
Discuss Conversational AI
Service

Data Anonymization

Techniques that let you use and share sensitive data for analytics and AI without exposing the people behind it.

  • De-identification and pseudonymization
  • Synthetic data generation
  • Re-identification risk testing
  • Privacy-preserving analytics
Discuss Data Anonymization

Data & AI

Data & Operations

Governed data platforms, analytics and the operations that keep models and pipelines reliable.

Core service · Dedicated team

Data Science & Analytics

Analysis tied to the decisions your leaders make, from experimentation to advanced statistical modeling.

  • Exploratory and statistical analysis
  • Experimentation and A/B testing
  • Customer and operational analytics
  • Decision support models
Discuss Data Science & Analytics
Core service · Dedicated team

Data Engineering & Platforms

Modern data platforms and pipelines that bring data together reliably, with lineage and quality checks at every step.

  • Data platform architecture
  • Batch and streaming pipelines
  • Data quality and lineage
  • Data governance and cataloging
Discuss Data Engineering & Platforms
Service

Business Intelligence

Dashboards and reporting leaders rely on, with clear definitions, trusted sources and adoption built in.

  • KPI design and semantic layers
  • Dashboard development
  • Self-service analytics enablement
  • Reporting governance
Discuss Business Intelligence
Service

MLOps & LLMOps

The engineering that keeps models and LLM applications reliable in production: deployment, monitoring, evaluation and cost control.

  • Model deployment pipelines
  • Monitoring and drift detection
  • LLM evaluation harnesses
  • Cost and usage governance
Discuss MLOps & LLMOps
Service

Intelligent Automation & Document Processing

Automation that reads, classifies and routes documents and work items, with people approving the decisions that matter.

  • Document extraction and classification
  • Workflow automation
  • Exception handling with human review
  • Throughput and accuracy reporting
Discuss Intelligent Automation & Document Processing

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Better together.

Our practices run as one program with one accountable lead, so security, AI and modernization line up instead of competing for budget.

Speak with a senior consultant

Let's talk

Tell us what is coming: an audit, a contract, a new regulation, an AI launch or an attacker. A senior consultant will reply within one business day.

Prefer email? Write to info@campbellbright.com