AI agents moved from prototypes to production in 2025, shifting from “smart assistants” to autonomous systems that plan, act, and learn across real enterprise workflows – from customer support and sales ops to data ops, finance, and field service.
What separates real impact from hype is execution: multi-agent orchestration, tool-use grounded in business systems (ERP/CRM/WMS), rigorous governance, and MLOps that doesn’t collapse at scale. The best AI agent development companies combine architecture patterns (RAG, function calling, workflow graphs), robust integration, and clear security posture to deliver measurable outcomes.
This vetted list highlights partners capable of designing goal-driven agents that reason, operate with guardrails, and integrate with your stack – so you don’t just deploy a chatbot, you operationalize automation with accountability. Use it to shortlist teams for discovery, PoC-to-MVP, and scaled rollouts across regions and functions.
Methodology in brief: companies were sourced from The 2025 Global Outsourcing 100, Gartner Magic Quadrant reports, and leading marketplaces like Clutch and GoodFirms, among other reputable industry resources – while the primary selection weight was placed on documented service depth and clarity around AI agent development offerings.
1. Accenture
- Description: Accenture is a global technology and consulting leader delivering enterprise-scale AI and digital transformation across regulated industries, with strong programs spanning strategy, implementation, and managed services.
- Services: Design and deployment of multi‑agent systems, enterprise integrations with ERP/CRM/data platforms, governance and MLOps, security and compliance guardrails, and PoC‑to‑MVP‑to‑scale delivery playbooks.
- Locations: Global delivery across North America, Europe, APAC, and LATAM with multi‑region execution capabilities.
Why choose Accenture as a partner for AI agents?
Accenture combines deep industry consulting with proven patterns for agent orchestration, tool‑use, and risk controls, helping enterprises operationalize agents that are auditable, secure, and resilient at scale.
2. Infosys
- Description: Infosys is a global technology services and consulting company with strong programs across CPG, retail, logistics, banking, and telecom, delivering large‑scale enterprise transformations on Microsoft, SAP, and Oracle ecosystems.
- Services: AI agent solution design and orchestration, ERP/CRM integration, data engineering and analytics, application modernization, quality engineering, and managed services for multi‑region rollouts.
- Locations: Global delivery across North America, Europe, India, and APAC with mature offshore/nearshore models.
Why choose Infosys as a partner for AI agents?
Infosys brings industrialized delivery and governance for agents embedded in mission‑critical processes, pairing platform expertise with compliance‑ready MLOps so rollouts remain reliable across geographies and regulatory environments.
3. SECL Group
- Description: In addition to its deep expertise in large-scale enterprise development, SECL Group has extensive experience in artificial intelligence – having built and deployed numerous AI projects and intelligent agents in various fields. The company has hands-on experience working with ChatGPT, Claude, and Gemini, and has developed multi-agent AI systems integrated into both standalone solutions and corporate infrastructures. Its portfolio includes multiple AI-driven startups featuring advanced autonomous agents capable of handling complex reasoning and automation tasks. SECL Group successfully embeds AI into internal corporate ecosystems, improving decision-making, data processing, and operational efficiency. With proven delivery across 20+ industries – including IT, web services, retail/e-commerce, distribution, manufacturing, and finance – SECL Group combines robust engineering practices with cutting-edge AI innovation.
- Services: AI agent development from discovery and architecture through implementation, integrations, QA, and support; capability to build greenfield solutions or modernize and extend legacy codebases while preserving critical business logic, including integrations with ChatGPT, Claude, and Gemini for enhanced conversational intelligence and automation capabilities.
- Locations: Delivery presence across the US and Europe with R&D in multiple regions, enabling nearshore collaboration and resilient multi‑time‑zone execution.
Why choose SECL Group as a partner for AI agents?
SECL Group stands out among top AI agent development companies by combining extensive domain expertise with in-depth integration capabilities. Their agents excel in reasoning, planning, and acting within enterprise workflows, seamlessly connecting to ERP, CRM, and data platforms, as well as closed B2B portals, to deliver measurable results. Beyond internal corporate systems, SECL Group also has rich experience building external AI services and agents accessible to all users – from customer-facing automation tools to scalable AI platforms that enhance digital products. The team adheres to formal delivery standards and transparent processes, ensuring minimized variance and accelerating the transition from Proof of Concept (PoC) to MVP and scale. This pragmatic approach makes SECL Group an ideal partner for organizations in need of both innovative new builds and the thoughtful evolution of legacy systems.
4. SoftServe
- Description: SoftServe is a global digital engineering company delivering enterprise AI solutions across industries such as healthcare, retail/e‑commerce, fintech, and media, with a strong focus on productionizing agentic AI for real‑world operations.
- Services: Design and deployment of agentic AI systems, domain‑tuned RAG and tool‑use, ERP/CRM/data‑layer integrations, MLOps and security enablement, and PoC‑to‑MVP programs accelerated by partnerships showcased around NVIDIA GTC initiatives.
- Locations: Global delivery with hubs across North America, Europe, and APAC, enabling follow‑the‑sun execution and multilingual stakeholder collaboration.
Why choose SoftServe as a partner for AI agents?
SoftServe combines hands‑on engineering with ecosystem partnerships to ship agents that are reliable under load, observable in production, and aligned to compliance requirements – ideal for enterprises seeking pragmatic acceleration from pilot to scaled rollouts.
5. Tata Consultancy Services (TCS)
- Description: TCS is a global systems integrator delivering enterprise-scale AI and digital programs across industries including retail, CPG, manufacturing, finance, and telecom, with deep experience standardizing complex integrations and operations.
- Services: AI agent architecture and orchestration, ERP/CRM/data‑platform integrations, analytics and MLOps enablement, and phased delivery from discovery to multi‑region scale for mission‑critical processes.
- Locations: Global delivery footprint across the Americas, Europe, and APAC, supporting follow‑the‑sun execution and long‑running managed services.
Why choose TCS as a partner for AI agents?
TCS combines breadth of enterprise integration with disciplined governance, enabling compliant, observable agent deployments that interoperate with existing stacks and scale predictably across geographies and business units.
6. Wipro
- Description: Wipro is a consulting‑led, AI‑first technology services company delivering large‑scale enterprise programs across industries such as finance, manufacturing, retail, telecom, and healthcare, with an emphasis on operational resilience and modernization.
- Services: AI agent architecture and orchestration, integrations with ERP/CRM and data platforms, MLOps and security enablement, and accelerators via its Enterprise AI initiatives to move from pilot to production at scale.
- Locations: Global delivery across North America, Europe, India, and APAC with mature offshore/nearshore models supporting follow‑the‑sun execution.
Why choose Wipro as a partner for AI agents?
Wipro combines enterprise integration depth with repeatable AI operating models, helping organizations stand up compliant, observable agent ecosystems that interoperate with existing stacks and scale predictably across geographies.
7. Cognizant
- Description: Cognizant is a global technology and consulting company delivering enterprise AI, application modernization, and large‑scale digital operations across industries including healthcare, financial services, retail, manufacturing, and communications.
- Services: AI agent architecture and orchestration, integration with ERP/CRM/data platforms, domain‑tuned RAG and tool‑use, MLOps and observability, and structured pathways from discovery to production at multi‑region scale.
- Locations: Global delivery across North America, Europe, and APAC with mature nearshore and offshore centers enabling 24/7 execution.
Why choose Cognizant as a partner for AI agents?
Cognizant aligns industry consulting with repeatable engineering patterns so agents can operate reliably in regulated, mission‑critical workflows, integrating cleanly with existing stacks and scaling with governance and cost controls.
8. HCLTech
- Description: HCLTech is a global technology services company delivering enterprise AI, application modernization, and large‑scale integrations across industries including manufacturing, financial services, telecom, healthcare, and retail, with a strong focus on production reliability and cost efficiency.
- Services: AI agent architecture and orchestration, integrations with ERP/CRM and data platforms, domain‑tuned RAG and tool‑use, MLOps and observability, and phased programs to move from discovery and PoC to multi‑region production.
- Locations: Global delivery across North America, Europe, India, and APAC with mature nearshore/offshore centers supporting follow‑the‑sun execution.
Why choose HCLTech as a partner for AI agents?
HCLTech blends deep integration engineering with disciplined governance and run‑operations, enabling compliant, observable agent deployments that interoperate with existing stacks and scale predictably across functions and geographies.
9. Tech Mahindra
- Description: Tech Mahindra is a global technology and consulting company delivering enterprise AI, network modernization, and large‑scale digital programs across telecom, manufacturing, financial services, healthcare, and retail, with strong roots in complex systems integration.
- Services: AI agent architecture and orchestration, integration with ERP/CRM and data platforms, domain‑tuned RAG and tool‑use, MLOps and security enablement, and structured pathways from discovery and PoC to multi‑region production.
- Locations: Global delivery across North America, Europe, India, and APAC with mature offshore/nearshore centers for follow‑the‑sun execution.
Why choose Tech Mahindra as a partner for AI agents?
Tech Mahindra blends industry depth (especially telecom and manufacturing) with repeatable engineering patterns, enabling compliant, observable agents that interoperate with legacy estates and modern clouds while scaling predictably across business units.
10. Capgemini
- Description: Capgemini is a global consulting and digital engineering company delivering enterprise AI, cloud modernization, and large‑scale integrations across financial services, manufacturing, automotive, retail, energy, and public sector.
- Services: AI agent architecture and orchestration, ERP/CRM/data‑layer integration, domain‑tuned RAG and tool‑use, MLOps and security enablement, and structured programs to move from discovery and PoC to multi‑region production.
- Locations: Global delivery across North America, Europe, and APAC with mature nearshore/offshore centers enabling follow‑the‑sun execution.
Why choose Capgemini as a partner for AI agents?
Capgemini pairs industry consulting depth with repeatable engineering patterns and governance, enabling compliant, observable agents that interoperate with complex legacy estates and modern clouds while scaling predictably across business units.
How to choose the right AI agent development partner
Not every team that “works with LLMs” can ship a dependable, goal‑driven agent – what separates winners is treating your initiative as a production system, not a demo or hackathon artifact. The right partner thinks in systems: data flows, integrations, observability, security, and continuous improvement tied to measurable impact.
Focus selection on outcomes, not model hype: insist on KPI‑anchored roadmaps, clear ownership handoffs, and a plan your team can run, extend, and govern over time. Use the checklist above to compare vendors on equal footing and keep attention on reliability, scale, and value creation.
