End-to-End AI Services

Our core platform for deploying, managing, and scaling AI agents across your enterprise. The Harness provides multi-agent orchestration, real-time observability, and secure, seamless integration with your existing systems — enabling you to move from POC to production in weeks, not months.

• Multi-agent orchestration with intelligent routing
• Built-in RAG pipelines and tool execution
• Enterprise-grade security and access control
• Real-time monitoring and performance analytics

Custom agent development and integration consulting tailored to your specific business needs. Our team designs, builds, and deploys purpose-built AI agents that automate complex workflows — from document processing to multi-step decision support.

• Custom agent design and development
• Workflow automation and process mapping
• System integration and API development
• Training and knowledge transfer

Transform legacy systems into AI-native architectures without disrupting operations. We assess your current infrastructure, identify modernization opportunities, and systematically introduce agentic capabilities — converting monolithic processes into intelligent, composable workflows.

• Legacy system assessment and AI readiness audit
• Incremental modernization roadmap
• API-first architecture redesign
• Zero-downtime migration strategies

End-to-end data strategy and AI adoption roadmap for enterprises beginning their transformation journey. We align your data infrastructure, governance, and AI capabilities to business outcomes — ensuring every investment drives measurable value.

• Data strategy and governance framework
• AI use case prioritization and ROI modeling
• Data pipeline architecture and implementation
• Organizational readiness and change management

Connect, cleanse, and activate your enterprise data for AI consumption. We build the data fabric that enables your AI agents to reason over structured and unstructured data sources — turning siloed information into actionable intelligence.

• Data cataloging and quality assessment
• Vector database setup and embedding pipelines
• Knowledge graph construction
• Real-time data synchronization

Managed hosting for multi-agent systems with auto-scaling, load balancing, and enterprise SLAs. We operate and maintain your agentic cloud infrastructure — including token usage, agent memory, server management and GenAI model management — so your team can focus on building intelligent workflows rather than managing infrastructure.

• Dedicated agent hosting with 99.9% uptime SLA
• Auto-scaling based on workload patterns
• Multi-region deployment options
• 24/7 monitoring and incident response

Dedicated Model Context Protocol (MCP) server hosting and orchestration. We deploy and manage MCP servers that enable your AI agents to securely access tools, data sources, and APIs — providing a standardized interface for agent-to-system communication.

• Managed MCP server deployment and maintenance
• Custom tool and resource server development
• Secure authentication and authorization
• Performance monitoring and scaling

Full-stack managed GenAI infrastructure — from LLM routing and GenAI model management to vector databases, observability, and token cost optimization. We provide a turnkey, enterprise-ready cloud environment purpose-built for production AI workloads.

• LLM gateway with intelligent model routing
• Vector database cluster management
• Observability stack (Langfuse, Grafana)
• Cost optimization and usage analytics

Pre-built, trusted AI workers for common enterprise tasks — ready to deploy and customizable to your workflows. Each worker is a specialized agent that handles specific tasks like document processing, data reconciliation, report generation, and compliance monitoring.

• Pre-built agents for common enterprise tasks
• Customizable behavior and business rules
• Plug-and-play integration with existing systems
• Usage-based pricing with no upfront commitment