AI-led Application Integration Services AI-led Application Integration Services

AI-led Application Integration Services

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Overview

Powering Future Enterprises with AI-led Integration and Orchestration

As enterprises move from AI experimentation to enterprise-wide adoption, success depends on more than deploying intelligent models. It requires a trusted digital fabric that connects applications, data, events, partners and business processes along with an orchestration layer that turns insights into governed, business-driven action.

HCLTech’s AI-led Integration services help modernize enterprise integration estates using modern iPaaS, APIs, messaging, events and B2B/Electronic Data Interchange. By embedding AI across discovery, documentation, migration, development, testing and operations, we simplify complex landscapes, accelerate change and expose enterprise capabilities securely to people, applications and AI agents.

Beyond integration, the orchestration services coordinate processes, decisions, people and specialized agents across business boundaries. By combining process orchestration with Model Context Protocol (MCP) Engineering, Agent-to-Agent coordination (A2A), AI Gateway controls and human oversight, HCLTech helps enterprises evolve from fragmented workflows to adaptive, auditable and outcome-led operations—while extending the value of existing technology investments.

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Overview
Capabilities

Building the Agent-Ready Enterprise on Proven Foundations

Transformation in the agentic era needs more than disconnected technology upgrades. It requires a clear engagement path that aligns strategy, modernization, delivery, platform simplification and AI-led integration and orchestration around measurable business outcomes.

These capabilities are designed to meet organizations wherever they are in their transformation journey. From shaping the roadmap to modernizing legacy estates, scaling delivery, consolidating platforms and embedding intelligence across operations, each motion helps create a practical path toward more connected, adaptive and agent-ready ways of working.

Advisory and agentic readiness

Advisory and agentic readiness

Set the right direction for enterprise transformation with value-stream mapping, platform rationalization and ROI-led roadmaps that assess integrations, process and automation maturity. Build agentic readiness from the outset with APIs, EDI, B2B, MFT, MQ and Kafka capabilities, while laying the foundation for scalable AI through Model Context Protocol, multi-agent orchestration and AI governance.

Modernization of legacy estates

Modernization of legacy estates

Modernize legacy systems, integration services, BPM workflows and B2B/EDI platforms without interrupting business. AI-powered documentation, migration and EDI agents assist in making traditional estates more flexible, supported and self-healing.

Factory-led

Factory-led

Scale delivery through an AI-assisted/enabled factory for new developments and migrations, backed by reusable frameworks, standardized governance and consistent throughput. AI-generated code scaffolding, automated code reviews and CI/CD pipelines shorten delivery timelines.

Partner-enabled acceleration

Partner-enabled acceleration

Deep partnerships with MuleSoft, IBM, Workato, Boomi and Appian help accelerate modernization, migrations and industry-specific solutions. Each engagement is backed by the right platform alliances, domain-centric tooling and go-to-market expertise.

Platform consolidation

Platform consolidation

Simplify fragmented iPaaS, API, B2B/EDI and automation landscapes by consolidating overlapping tools into a federated, governed control plane. This reduces cost while improving consistency, security and developer experience.

AI as a built-in differentiator

AI as a built-in differentiator

GenAI and Agentic AI are embedded across discovery, migration, process orchestration and operations, making intelligence the default across every transformation motion.

Services

Reimagine Application Integration for an AI-led Transformation

In an AI-native world, competitive advantage depends on how quickly systems, processes and decisions can work together. Application integration and intelligent automation create the connected foundation needed to move data, orchestrate work and respond to change with speed and confidence.

By combining modern integration patterns, BPM, RPA and Agentic AI, organizations can shift from fragmented workflows to intelligent, coordinated operations. AI-powered accelerators help automate repetitive work, improve process visibility and give teams more time to focus on innovation, customer experience and business growth.

The result is a more adaptive digital backbone that simplifies complexity, strengthens resilience and enables faster value delivery across the organization.

MCP engineering

MCP engineering

Design, build and manage MCP servers that give AI agents secure, governed access to enterprise applications, data, integration flows and business logic as reusable tools.

Multi-agent orchestration (A2A)

Multi-agent orchestration (A2A)

Enable multi-agent orchestration where specialized AI agents discover one another, delegate tasks and coordinate across platforms. With human-in-the-loop checkpoints and built-in audit trails, agents become part of governed enterprise workflows.

AI gateway design and management

AI gateway design and management

Create a centralized AI control plane to govern how models and agents interact across the enterprise. This includes model routing, cost and token management, prompt safeguards, identity and access control and unified observability.

Federated integration

Federated integration

Help enterprises bring consistency to fragmented integration and B2B/EDI estates across AWS, Azure, Google Cloud Partner and private environments. A federated control plane enables unified governance, security, policy enforcement and lifecycle management.

Domain AI accelerators

Domain AI accelerators

Deploy industry-specific accelerators that combine prebuilt Model Context Protocol servers, domain AI models and agentic workflow templates. These help transform high-value processes across various industries into intelligent, outcome-led workflows.

AI compliance

AI compliance

Embed explainability, traceability, data lineage and human oversight into integration and process architectures. This helps enterprises align with evolving AI regulations and build responsible, auditable agentic operations from the start.

Our Success Stories

Thoughts and Insights

Discover Our Latest Thinking

Awards and Recognition

HCLTech wins 2024 Pega Partner Industry Excellence Award

Won the TIBCO Enterprise Partner of the Year award, 2022

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Related Capabilities

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How we transform your business with data and AI

HCLTech helps organizations identify AI opportunities, develop strategies and create roadmaps for implementing data and AI solutions

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Our approach to application management

We leverage intelligent automation and contextualized application support operations to deliver your desired business outcomes

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HCLTech’s SaaS: Software-as-a-Service

We redefine your definition of success by helping you effectively power agility and navigate change

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Partner Ecosystem

Appian
Automation Anywhere
Blue Prism
Boomi
IBM
MuleSoft
Pega
Software AG
TIBCO
UiPath
Whatfix
Workato
DBS Modern Applications Service Intelligent Automation and Integration