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The next shift in how work gets done. Building, modernizing, and migrating — at AI speed.

Whatever’s slowing you down — a migration that never gets prioritised, an agentic AI strategy that hasn’t connected to real systems, or a development backlog that never moves faster — there’s a Prolifics factory team to fix it, running at AI speed.

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The Prolifics Factory Engine — Integration Modernization & Migration, Agentic Modernization, and AI-Powered Development, powered by AI-DLC and IBM watsonx

Same engine, three different jobs

Whatever’s stuck — a migration, an agentic AI strategy, or a development backlog — the same underlying engine is doing the work. AI agent pipelines, directed by people, delivering production outcomes, not consulting hours. What it produces depends on where you point it.

Integration Modernization & Migration
Agentic Modernization
AI-Powered Development
The question it answers
“We know we should move to webMethods/Confluent — why hasn’t it happened?”
“You’re investing in IBM automation and AI, but how do you turn it into agentic workflows that connect to real systems, data, and people?”
“How do we build and ship faster without sacrificing quality?”
What this engine builds here
Profiles your existing estate, designs the target state, transforms code, tests automatically, migrates data — fully production-ready on webMethods + Confluent
Designs and deploys IBM-powered agentic workflows using watsonx, IBM Cloud Pak for Integration, webMethods, MQ, Event Streams, and governed enterprise data, so agents can act with context across your IBM ecosystem while staying connected to human oversight.
Runs development itself as an AI-driven pipeline — agents scoped to roles (BA, developer, tester) working alongside your engineers, with IBM BOB at the point of authorship
The flip
The migration no longer cancels out the value of the destination
IBM AI and automation move from pilots to production — governed, connected, and embedded into real business workflows.
Individual productivity gains become team-level throughput

And the bigger the job, the bigger the payoff. A hundred integrations to migrate, a backlog of fifty stories, an agentic rollout across five business units — none of that is proportionally harder for the engine. So the bigger the scope, the more this approach cuts effort and timeline — and the more it improves the quality and success of your team’s delivery.

Three entry points. One engine underneath.

Whichever one sounds like where you’re stuck is where to start
01 Integration Modernization
& Migration

You’ve already decided to move to webMethods. What’s stopping you?

For years, the ROI of moving to a modern integration platform has been undermined by the cost of getting there: weeks of analysis, months of hand-coded re-implementation, risk of downtime, an unpredictable budget. So the conversation ends before it starts — not because the destination isn’t worth it, but because the cost of the journey cancels out the value of arriving.

That equation has changed.

Prolifics’ AI-Powered Migration Factory runs specialised agent pipelines continuously through your estate:

  • Profile – AI agents analyse what exists, even the undocumented parts
  • Design – agents produce the target-state design on webMethods + Confluent
  • Transform – agents execute code transformation between platforms
  • Test – automated test generation built into the pipeline, not bolted on after
  • Migrate data – its own pipeline stage, with quality gates throughout

Human engineers direct the factory — reviewing output, making judgement calls, applying finishing touches. The result is a structured, de-risked migration at 3–5x the velocity and 40–60% of the cost of a conventional project.

3–5x
faster
40–60%
of the cost

Proof: A Fortune 500 healthcare distributor had made the right call — standardize on IBM webMethods — but faced a large, undocumented MuleSoft estate with hundreds of integrations. The traditional approach would have been multi-year, multi-million, and high-risk. Prolifics’ Migration Factory got them there at 3–5x velocity and 40–60% of the cost. They moved. And they stayed moved.

BeforeComplex. Siloed. Hard to change.
AfterModern. Event-driven. Built for what’s next.
02 Agentic
Modernization

You’re exploring agentic AI. What’s stopping it from becoming real?

Most organizations are experimenting with AI agents, but few are getting them into production. The challenge isn’t the idea. It’s the infrastructure underneath it.

Agents need more than prompts and pilots. They need access to live business events, trusted data, governed workflows, and the ability to act across systems without creating new risk. Without that foundation, agentic AI stays disconnected: impressive in demos, difficult to scale, and hard to trust in the real world.

That is where Prolifics’ Agentic Modernization Factory comes in.

We help you modernize the integration and event backbone your agents will depend on, connecting IBM webMethods, Confluent, Kafka, APIs, workflows, and enterprise data — so agents can sense, decide, and act with context.

In practice, that means building an agent-ready foundation that is:

  • Real-time – so agents act on what is happening now, not yesterday’s data
  • Event-driven – so agents can subscribe to triggers, respond asynchronously, and work without blocking business processes
  • Loosely coupled – so agents, applications, and services can be added or changed without breaking everything else
  • Governed and traceable – so every action has context, lineage, auditability, and control
  • Connected to people and systems – so agents support real workflows, not isolated experiments

Human experts stay in control — defining the right use cases, designing the operating model, reviewing outputs, and applying governance where it matters. The factory engine accelerates the build, but your business stays in charge of how agents operate.

The result: agentic AI moves beyond pilots and becomes part of the way work gets done, connected to real systems, grounded in real-time events, and governed for production.

Build the backbone once. Power your business today. Enable the agents coming next.
03 AI-Powered
Development

Your backlog isn’t waiting. Your team doesn’t need more tools. They need throughput.

Every team has more work than they can deliver. The problem isn’t effort — it’s amplification. Prolifics’ Development Factory uses AI agent pipelines to multiply what your team can ship, without multiplying headcount.

We run development as a pipeline, not a series of handoffs. AI agents work alongside your engineers — not instead of them — scoped to the roles that keep work moving:

  • Business Analyst agents — turn goals and requirements into clear, testable stories
  • Developer agents — generate, refactor, and complete code with guardrails and standards
  • Tester agents — design and execute tests, find issues earlier, raise quality
  • IBM BOB at the point of authorship — the right help in the flow of work

The outcome: more features, fewer defects, faster cycle times, and a team that gets time back to think, solve, and deliver.

From individual productivity gains to team-level throughput.

Find the IBM solution built for your next move

IBM webMethods

Need to connect everything faster?

IBM webMethods helps modernize integrations, APIs, and hybrid application estates, so transformation does not get stuck behind brittle connections.

IBM watsonx

Need AI your business can actually trust?

IBM watsonx helps build, govern, and scale enterprise AI, so pilots become production workflows with control, transparency, and business impact.

IBM Confluent

Need real-time data for apps, automation, and agents?

IBM Confluent helps turn streaming data into an always-on business nervous system, so your teams can act the moment something changes.

IBM Bob

Need to ship better software faster?

IBM Bob helps development teams modernize, code, test, and deliver with AI across the SDLC, so productivity gains become team-level outcomes, not just individual shortcuts.

Not sure where to start?.

Tell us what is blocking your next shift; integration, AI, real-time data, or software delivery and we’ll map the fastest IBM-powered path forward.

  • 30-minute strategic conversation
  • Identify your highest-impact opportunity
  • No slides. No pitch. Just clarity.