Home Insights Case Studies Multi-agent enterprise transformation for Fortune 500 payments leader

Multi-agent enterprise transformation for Fortune 500 payments leader

Virtual agent against pink, yellow and blue background with a credit card overlay to represent multi-agent enterprise workflows for payments leader

A leading global payments technology company needed a practical way to deploy AI agents across regulated business domains without sacrificing control, transparency, or reliability. The organization partnered with Grid Dynamics to implement a production-safe agentic AI platform that standardizes how agents are built, orchestrated, and monitored across functions such as finance, HR, supply chain, sales, and operations, with a focus on multi-agent enterprise workflows rather than isolated pilots.

Download to see how the platform design, shared services, and orchestration patterns make multi-agent enterprise workflows production-ready at scale.

The solution centers on an enterprise agentic AI platform that provides shared RAG services, guardrails, observability, and agent-to-agent coordination, powered by durable workflow orchestration on Temporal. This foundation supports use cases like Supplier 360, Customer 360, interview assistance, analytics and presentation generation, and conversational access to enterprise data. Rather than redesigning every process, the platform makes existing workflows faster, more consistent, and fully auditable, with human-in-the-loop controls where required.

To ensure repeatable outcomes, the team established a structured pipeline from business requirements through solution design, model selection, engineering, testing, and rollout. New use cases can move from concept to production in roughly three months, with built-in cost and latency optimization to keep AI operations sustainable. Early outcomes include an estimated 9–14 million dollars in annual savings and a reduction in analysis cycles from 4–6 weeks to a few hours, along with improved procurement efficiency, unified customer views, better recruiter productivity, and faster decision-making.

Download the case study for a deeper look at the architecture, governance model, and delivery process behind this platform for trusted multi-agent enterprise workflows.

Tags

You might also like

Robot-like businessman looking through a magnifying glass to represent an enterprise deep research agent
Case Study
How a Fortune 500 manufacturer enabled production-ready deep research agents
Case Study How a Fortune 500 manufacturer enabled production-ready deep research agents

As AI agents move from experimentation to enterprise deployment, the real opportunity lies in scaling them with reliability, observability, and governance. A Fortune 500 global manufacturer operating more than 100 plants worldwide recognized this early and set out to turn decades of distributed kno...

AI businessman against a blue digital background
Case Study
Are you prepared for AI business reimagination?
Case Study Are you prepared for AI business reimagination?

If you haven't realized that artificial intelligence is fundamentally reshaping business models, from the way we leverage technology for core operations to the rapidly increasing pace of change and innovation, it's beyond time to face the current reality. This new reality dictates: Adapt or fad...

Optimizing serverless with FaaS
Case Study
How a global manufacturer functions faster with serverless FaaS
Case Study How a global manufacturer functions faster with serverless FaaS

To meet the need for faster deployments and a scalable, cost-efficient infrastructure, a leading global manufacturer of electronic components worked with us to reach those goals faster. They needed a modern application to track component lifecycles, demands, and delivery timelines, and calculate co...

Large-scale android application modernization
Case Study
Large-scale Android application modernization
Case Study Large-scale Android application modernization

In the current on-demand marketplace, customers dictate the rules of engagement. And with the rapid rate of cool new features becoming available, businesses need to be ever-present and just as rapid in development and delivery. Our client, one of the largest department store chains in the US, en...

Teal and orange virtual foodservice delivery truck with digital blocks to represent grocery search and catalog enrichment
Case Study
A recipe for deep search understanding and catalog enrichment
Case Study A recipe for deep search understanding and catalog enrichment

Discover how this Fortune 100 foodservice distributor increased average revenue per customer by 4% after modernizing its digital search and catalog systems. With over 600,000 clients and hundreds of thousands of SKUs, the company relied heavily on its e‑commerce channel but struggled with low searc...

Futuristic humanoid figure made of blue particles wearing VR goggles and headphones, using a smartphone representing an AI retail search assistant
Case Study
The AI search and shopping assistant behind a 17% conversion lift
Case Study The AI search and shopping assistant behind a 17% conversion lift

See how a leading omnichannel sleep retailer used an AI retail search assistant to make online discovery feel as guided as an in-store consultation. In this case study, you’ll learn how Grid Dynamics designed a triage-first discovery platform that blends fast facet search with a conversational shop...

Magnifying glass overlaying collaged ocean and abstract imagery representing AI-powered WhatsApp search technology.
Case Study
GenAI-powered search for 40M+ auto parts on WhatsApp: A case study
Case Study GenAI-powered search for 40M+ auto parts on WhatsApp: A case study

Delivering customer service at the speed of today’s expectations is not optional anymore. See how a leading automotive retailer restructured its e-commerce search and customer support by implementing a conversational AI agent on WhatsApp and achieved response times as fast as 3 seconds, enablin...

Let's talk

    This field is required.
    This field is required.
    This field is required.
    By sharing my contact details, I consent to Grid Dynamics process my personal information. More details about how data is handled and how opt-out in our Terms & Conditions and Privacy Policy.
    Submitting

    Thank you!

    It is very important to be in touch with you.
    We will get back to you soon. Have a great day!

    check

    Thank you for reaching out!

    We value your time and our team will be in touch soon.

    check

    Something went wrong...

    There are possible difficulties with connection or other issues.
    Please try again after some time.

    Retry