Agent Architecture & Design

We design multi-agent systems that actually work in production. This includes:

  • Agent topology design (single agent, multi-agent, hierarchical)
  • Tool and function calling architecture
  • Memory systems (short-term, long-term, episodic)
  • Orchestration and coordination patterns
  • Error handling, fallbacks, and graceful degradation
  • Human-in-the-loop workflows

LLM Integration & Optimization

Connect your systems to the right models with production-grade reliability:

  • Model selection and benchmarking (Claude, GPT-4, Gemini, open-source)
  • Prompt engineering and optimization
  • Cost optimization and token management
  • Latency optimization and caching strategies
  • Multi-model routing and fallback strategies
  • Fine-tuning evaluation and implementation

Workflow Automation

Build AI agents that handle complex business processes:

  • Process analysis and automation opportunity identification
  • Agent workflow design and implementation
  • Integration with existing systems (CRM, ERP, ticketing, etc.)
  • Monitoring, logging, and observability
  • Testing and quality assurance frameworks

Technical Advisory & Strategy

Expert guidance for your AI initiatives:

  • Build vs. buy analysis
  • Vendor and platform evaluation
  • Technical due diligence
  • Architecture reviews and audits
  • Team training and capability building
  • Roadmap development

Engagement Models

Advisory Retainer

Ongoing strategic guidance and technical advisory. Ideal for teams building in-house capabilities who need expert oversight.

Project-Based

End-to-end delivery of a specific agent or system. We design, build, and deploy working solutions.

Architecture Sprint

Intensive 2-4 week engagement to design your agent architecture and create implementation blueprints.

Team Augmentation

Embed our expertise with your team to accelerate delivery and transfer knowledge.

Discuss Your Project

Tell us what you're building.