Consulting

We help product teams design, build, and deploy production-grade LangGraph agents.

What We Do

We work with startups and established companies to turn AI agent prototypes into production systems. Our focus is on the messy middle — the gap between "it works in a notebook" and "it's running reliably in production."

We specialize in LangGraph-based agentic AI systems that need to handle real workflows, not just demos. Think multi-step agents with quality gates, state management, error handling, and observability.

Services

Architecture Review & Design

Review your existing agent architecture or design a new one from scratch. We'll help you choose the right patterns, avoid common pitfalls, and set up for scalability.

  • Agent workflow design (LangGraph state machines)
  • Prompt engineering strategy
  • Quality gate implementation
  • Infrastructure planning (AWS CDK, serverless)

Implementation Support

Hands-on help building your agent system. We can work alongside your team or take ownership of specific components.

  • LangGraph agent development
  • Integration with existing systems (APIs, databases)
  • Testing and quality validation
  • Deployment and CI/CD setup

Production Readiness

Get your agent system ready for production with proper observability, error handling, and monitoring.

  • Observability and logging setup
  • Error handling and retry strategies
  • Performance optimization
  • Cost monitoring and optimization

Who We Work With

  • Startups building AI-first products who need to move fast without breaking things
  • Enterprises adding agentic AI capabilities to existing platforms
  • Technical founders who need a second pair of eyes on their agent architecture
  • Agencies delivering AI solutions to clients and need specialized expertise

How It Works

1. Discovery call: We'll discuss your project, challenges, and goals. We'll assess if we're a good fit and provide initial recommendations.

2. Scope & proposal: We'll send a clear proposal outlining deliverables, timeline, and pricing. No surprises.

3. Engagement: We work together via async communication (Slack, email) and scheduled calls. We provide regular updates and documentation.

Most engagements are project-based (2-8 weeks) or retainer-based (ongoing support). We're also available for one-off architecture reviews (1-2 days).

Get in Touch

Interested in working together? Send us an email with:

  • What you're building
  • Where you're stuck or what help you need
  • Your timeline and budget range
Email us: contact@thiruailabs.com