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AI Practice & Services

Enterprise AI delivery, from architecture to production

nFolks combines strategic consulting, hands-on implementation, Learning Services, and reusable accelerators to help enterprises build on IBM watsonx and move AI from proof of concept to production-ready systems.

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Enterprise AI Delivery
AI Practice at nFolks

Four capabilities that work as one delivery system

The practice is built around IBM watsonx Orchestrate and watsonx.ai, with the same disciplined delivery model nFolks uses for the hardest data modernization programs.

AI Consulting

AI Consulting

  • Strategic consultants lead architecture deep dives and executive level solutioning.
  • Experts bridge strategy and execution through spec driven development.
  • Teams design and develop POCs, MVPs, and hands on technical delivery plans.
AI Services

AI Services

  • End to end AI native application lifecycle support across development, deployment, and maintenance.
  • Project oversight for enterprise grade scalability, stability, and production readiness.
  • Technical authority and milestone reporting that keeps business goals aligned with engineering progress.
Learning Services

Learning Services

  • Tiered upskilling from AI foundations to advanced agentic AI workflows.
  • Product specific training on architecture playbooks, agentic harnesses, and specialized toolkits.
  • Mentorship, hands on exercises, peer code reviews, and capstone projects.
AI Accelerators & Solutions

AI Accelerators & Solutions

  • Reusable connectors and workflow templates reduce time to value.
  • Semantic layer blueprints support enterprise grade agentic workflows.
  • Specialized solutions target domains such as BFSI and customer support.
Engagement packages

A practical path from POC to production

Each package uses the same core products watsonx Orchestrate for agents and multi-step workflows, and watsonx.ai for model training, testing, fine tuning, and ecosystem integration.

Foundations

Foundations

Rapid proof of concept that demonstrates quick ROI for one high value business task.

  • Single primary agent configuration
  • Three to five core skills
  • One enterprise data source integration
  • Basic evaluation metrics and guardrails
  • Developer led functional testing

Deliverable: A functional POC ready for internal demo and validation.

Enterprise MVP

Enterprise MVP

Operationalized AI inside the existing enterprise software landscape.

  • Two to three interacting agents
  • Advanced SaaS and workflow integrations
  • Prompt chains and custom tools or skills
  • Enterprise evaluation metrics and guardrails
  • UAT, refinement, and pilot readiness

Deliverable: An MVP integrated into daily workflows for pilot user groups.

Production ready

Production ready

Full lifecycle deployment with continuous improvement and enterprise scale operations.

  • Complex multi agent orchestration
  • Enterprise wide connectivity and SSO/security protocols
  • RAG optimization and custom evaluation harnesses
  • Production stability, scalability, and monitoring
  • Stress testing, bias mitigation, and optimization

Deliverable: A production grade AI native application with ongoing maintenance and performance optimization.

IBM Bob readiness

Build the services plan now that IBM Bob is live

nFolks helps teams identify modernization candidates, define governance guardrails, shape pilot paths, and train the people who will operate IBM Bob safely.

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Data foundation services

The data work that makes enterprise AI possible

The AI Practice builds on nFolks' proven IBM data heritage: modernization, migration, governance, health checks, support, and analytics delivery.

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Modernize the IBM data estate

Assess, migrate, and govern the platform work that has to be right before enterprise AI can scale.

DataStage NextGen Modernization

nFolks helps organizations modernize legacy IBM DataStage environments to IBM DataStage NextGen on IBM watsonx.data Integration, enabling a cloud-native, AI-enabled data integration platform.

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IBM Knowledge Catalog Implementation

nFolks helps organizations implement IBM Knowledge Catalog (IKC) to establish a trusted, AI-enabled data governance foundation

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Data Quality Implementation

nFolks helps organizations implement Data Quality using IBM knowledge Catalog to improve the accuracy, completeness, consistency, and reliability of enterprise data.

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Database Modernization

nFolks helps organizations modernize legacy databases and data platforms into scalable, cloud-native database environments.

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Operate and support the platform

Install, monitor, tune, and support the environments that keep trusted data moving.

Installation & Upgrade

IBM CP4D install and upgrades across IBM Cloud, AWS, and Azure with configuration, training, and ongoing maintenance.

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Health Check

Comprehensive infrastructure, security, performance, capacity, and readiness reviews to keep IBM data environments tuned, secure, and compliant.

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Premium Technical Support

Dedicated advisors, prioritized response, proactive monitoring, and technical expertise for complex IBM data environments.

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Extend analytics delivery

Turn governed enterprise data into reporting, dashboards, and decision support that business teams can use.

Power BI Deployment

Deploy Power BI reporting and visual management across ERP, CRM, SSAS, and enterprise data sources with secure data preparation, modeling, and release practices.

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Power BI Implementation

Build practical business intelligence solutions: data models, dashboards, governance, and implementation patterns that help teams turn operational data into decisions.

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Learning Services

Make adoption stick with Learning Services

Learning Services sit alongside every serious AI program: structured upskilling, product specific playbooks, technical mentorship, labs, peer review, and capstone delivery.

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Have an AI initiative that needs a delivery path?

Tell us whether you need a POC, an enterprise MVP, or a production ready AI application. We'll map the right package and the data foundation beneath it.