Custom AI built around your hardest problems
<p>EXL engineers bespoke, production-grade AI solutions built around your workflows and domain.</p>
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"Generic AI tools struggle with industry regulations and operational edge cases."
"Off-the-shelf models lack the domain context and vocabulary your processes need."
"Custom builds stall without governance, traceability, and change readiness."
Why the most strategic AI work demands a custom approach. Prebuilt solutions speed workflows. Your edge lies in what they can't solve.
"Scale AI across regulated environments with security and compliance built in."
"Point solutions fail without integration across platforms, data, and workflows."
How we help modernize actuarial operations/value framework
Agentic workflow design
Map tasks, roles, and human oversight to define how AI and people work together.
Tailored multi-agent workflows
Build multi-agent systems across platforms, data, tools, and security with ease.
Omnichannel CX agents
Deploy compliant CX agents with sentiment awareness and real-time guidance for high-stakes environments
Legacy modernization
Extend existing systems with agentic AI, including code migration.
Ongoing outcome management
Continuously monitor and tune AI after launch to sustain performance as your business evolves.On small screens, swipe horizontally or use the left and right arrow keys to browse solutions.
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Custom-built AI solutions FAQs
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Custom AI solutions are bespoke, production-grade systems engineered around your specific workflows, data, vocabulary, and regulations—rather than configured from generic templates. They fit the complex, domain-specific work that defines how you compete. EXL builds custom agentic AI solutions on proven foundations, extending 500+ pre-built agents and 100+ accelerators to solve problems off-shelf tools can't reach.
Choose custom AI development when a process is core to your differentiation, operates in a complex regulatory or data environment, or can't be served by off-the-shelf tools. Pre-built solutions and accelerators remain the right choice for common, well-understood workflows where speed matters most. Most enterprises use both—roughly 43% of generative AI projects require bespoke development, while 47% use existing accelerators.
Agentic AI solutions use coordinated, autonomous AI agents to complete multi-step work with human oversight where it matters. Unlike single-task tools, they map tasks, roles, and decision points across a process. EXL designs agentic AI solutions using its AgentiX methodology, which decomposes processes into atomic tasks, assembles specialized agent teams, and builds in governance and traceability.
EXL delivers enterprise AI solutions engineered for production in data-sensitive environments, with security, compliance, and observability built in from day one. We build on the platforms you already run—ServiceNow, Salesforce, Appian, Microsoft Power Platform, AWS, Google Cloud, and Microsoft—and have delivered 2,000+ unique workflows across regulated, high-complexity industries with domain ontologies and client-specific vocabularies.
Custom AI development services deliver measurable outcomes when applied to high-value, domain-specific work. For a leading US insurer, EXL built a custom agentic AI solution to automate more than 1 million letters a year across thousands of templates. The result: 50%+ efficiency gains, 90%+ accuracy, and automated AI-driven knowledge-base creation.
Still have questions?
Talk to our AI team about moving your initiatives from pilot to production.
Connect with our experts
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Partner with EXL to engineer and govern agentic AI that scales from pilot to production.
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