AI Agent Services
AI agents are transforming how enterprises operate — automating complex workflows, making decisions, and acting autonomously across your systems. Opsio designs, builds, deploys, and manages production-grade AI agents on AWS Bedrock, Azure AI Foundry, and Google Vertex AI. We handle the full lifecycle so your team focuses on business outcomes, not infrastructure.
Trusted by 100+ organisations across 6 countries
$183B
AI agents market by 2033
171%
Average AI agent ROI
57%
Of orgs have agents in production
40%
Of enterprise apps will use agents by 2027
Part of Data & AI Solutions
Enterprise AI Agents Built for Production
The AI agents market is growing at 49.6% CAGR — from $7.6 billion in 2025 to $183 billion by 2033 (Grand View Research). Enterprises that deploy AI agents report 171% average ROI and 55% higher operational efficiency. But Gartner predicts 40% of agentic AI projects will be canceled by 2027 due to underestimated complexity. That's where Opsio comes in. We're not a platform vendor or a research lab. We're cloud engineers who build and operate production AI agent systems on AWS, Azure, and GCP. We handle architecture, LLM selection, tool integration, guardrails, observability, and ongoing management — so your agents work reliably at enterprise scale.
Whether you need a single customer service agent or a multi-agent system that orchestrates across departments, we take you from use case identification to production deployment with managed operations included. Related Opsio services: Industrial Vision Inspection Solutions, and IoT Supply Chain Solutions for India.
Service Deliverables
AI Agent Strategy & Assessment
We identify high-impact use cases, evaluate build-vs-buy decisions, and design agent architectures aligned with your tech stack and business goals.
Agent Design & Development
Custom AI agent development using LangChain, CrewAI, AutoGen, Claude Agent SDK, or AWS Bedrock AgentCore — matched to your requirements, not our preferences.
Multi-Agent Orchestration
Design and deploy multi-agent systems with role-based specialization, shared memory, and coordinated workflows for complex enterprise processes.
LLM Selection & Optimization
We benchmark Claude, GPT-4, Llama, Mistral, and Gemini against your use case for quality, latency, cost, and compliance — then optimize continuously.
Tool & Integration Development
Build the tools your agents need — API connectors, database access, file processing, web browsing, code execution — with proper authentication and rate limiting.
Guardrails & Safety
Implement input/output filters, PII detection, hallucination checks, human-in-the-loop approval flows, and audit logging to keep agents safe and compliant.
Observability & Monitoring
Full-stack agent observability — trace every decision, monitor quality metrics, track costs, alert on anomalies, and maintain detailed audit trails.
Managed Agent Operations
24/7 monitoring, incident response, model updates, performance tuning, and continuous improvement — we operate your agents so you don't have to build an AI ops team.
Ready to get started?
Book AI Agent AssessmentPricing & Investment Tiers
Transparent pricing. No hidden fees. Scope-based quotes.
Assessment & Strategy
$5,000 – $15,000
2-4 week engagement
Single Agent Development
$50,000 – $100,000
6-10 weeks
Multi-Agent System
$100,000 – $200,000
12-20 weeks
Managed Operations
$2,000 – $8,000/month
24/7 monitoring + optimization
Transparent pricing. No hidden fees. Scope-based quotes.
Questions about pricing? Let's discuss your specific requirements.
Get a Custom QuoteAI Agent Services
Free consultation