nFolks NewsNew leadership additions accelerate growth across the AI ecosystemread the announcement →
Products

nFolks Data
Accelerators

An automation suite that modernizes legacy environments to the IBM Cloud Pak for Data fabric eliminating the effort, cost, and risk of manual IBM DataStage rewrites. It's the engine behind the trusted data foundation every AI initiative depends on.

Request a demo →
nFolks Data Accelerators
Flagship product

Data Accelerators - S2P & P2P Converter

Automated Server to Parallel and Parallel to Parallel conversion that accelerates job migration on an aggressive timeline.

S2P and P2P conversion workflow diagram
On prem → cloud in four steps
1
Download legacy jobs

Export current IBM DataStage jobs pointing to existing on prem data sources.

2
Import to Accelerators

Load the IBM DataStage files into the nFolks Data Accelerators application.

3
Run conversion

Accelerators prepare migration job files, replacing existing targets with the new cloud target.

4
Validate output

Automated data validation compares input and output jobs for full integrity.

The benefits of this approach

  • Automated assessment of IBM DataStage jobs with in depth conversion insights
  • Automated, browser based conversion of jobs
  • Auto conversion of UV artifacts (server jobs, routines & more) at 85%+
  • Automated data validation comparing input and output jobs
  • Significant savings on effort and cost
Request a demoGet offering sheets
Accelerator Suite

Purpose-Built Accelerators for Every Stage of Migration

Deep data heritage

CP4D Migrator

Deploy DataStage projects across IBM Cloud Pak for Data environments using automated packaging, configuration, and promotion workflows.

Governance pedigree

Metadata Extractor

Extract technical metadata, dependencies, and lineage from DataStage environments to simplify migration planning and documentation.

Learning Services at scale

Control-M Parser

Automatically analyze Control-M schedules to identify job dependencies, execution flows, and migration sequencing before

Deep data heritage

JobOps Analyzer

Analyze runtime statistics, job activity, and SLA-critical workloads to optimize migration planning and production readiness.

Governance pedigree

ConfigScan Analyzer

Identify hard-coded values, file paths, notification settings, and configuration dependencies that require remediation before migration.

Learning Services at scale

OpsBridge Accelerator

Modernize DSJOB commands, Control-M scripts, and operational utilities into reusable CPDCTL-based workflows for Cloud Pak for Data.

AI accelerators & solutions

Reusable assets for agentic workflows

The Data Accelerators remain nFolks' flagship product line for trusted data modernization. The AI Practice extends that same accelerator mindset into reusable connectors, workflow templates, semantic layer blueprints, and domain specific agentic solutions.

Connectors & Workflow Templates

Connectors & workflow templates

Pre built patterns reduce time to value for common enterprise workflows, integrations, notifications, and approval paths.

Semantic layer blueprints

Semantic layer blueprints

Reusable structures help teams expose business meaning safely to agents and AI applications without starting every project from scratch.

Domain specific solutions

Domain specific solutions

Specialized accelerators target high value use cases in BFSI, customer support, and other knowledge intensive operations.

Explore the AI Practice →
The challenge

Manual migration is slow, costly, and risky

Rewriting IBM DataStage jobs and Universe functions during a migration or upgrade demands rare skills, long timelines, and significant cost with real risk to data integrity.

nFolks Data Accelerators automate this work, running conversion workflows that ensure data integrity and quality while taking the guesswork away. Demonstrated on difficult IBM Cloud Pak for Data and IBM DataStage legacy assets and integral to many successful IBM Expert Labs engagements.

85%+
UV artifacts auto converted
↓60%
typical effort reduction
S2P
server → parallel
P2P
parallel → parallel
Why it matters

Confidence in every migration

The nFolks solution gives teams confidence in every migration and competitive replacement proven tooling and an automation first approach that take the risk out of change.

Accelerated timeline

Accelerated timeline

Automated workflows compress projects that would otherwise take months of manual rewriting.

Lower cost & effort

Lower cost & effort

Automation removes repetitive manual work, delivering significant savings on effort and budget.

Guaranteed integrity

Guaranteed integrity

Built in validation compares source and target so data quality is never left to chance.

See it in action

Watch the Accelerators convert real jobs

Short walkthroughs of nFolks Data Accelerators automated conversion and validation, end to end.

See the Accelerators in action

Book a walkthrough and we'll show you a live conversion against your toughest legacy assets.