Agentic AI

Crafting intelligent agents that scale

In recent years, whilst building a number of AI solutions for clients, I have been crafting a fully Agentic AI platform called Iteri

AI Consulting

Project in USA

Fortune 200

Built an end-to-end automated pipeline for processing 100,000 invoices per month, integrating multiple large language models and OCR tools. The project included high accuracy data extraction and human-in-the-loop validation. Outcome: $2m cost reduced to $50k; process lead time improved from 2 weeks to 2 days; error rates dropped by 90%.

Impact: Created sustainable, auditable savings for AP department.

Invoice processing AI Consultant / 2024 - 2025 GPT4 - Claude - AWS - TS - Node Vision - Tools - Workflows
Project in UK

Industrial hardware supplier

Implemented real-time anomaly detection and material traceability using vision systems and AI to monitor warehouse and manufacturing inputs. Outcome: Reduced unplanned machine downtime by 60%; improved incident reporting quality; provided actionable operator insights.

Impact: Increased daily throughput and minimized waste.

Machine supervision AI Consultant / 2024 - 2025 GPT4 - Gemini - AWS - TS - Node Vision - PLC - SCADA
Project in Australia

Branding agent

Developed a multi-agent AI workflow to generate, test, and shortlist creative brand names for new product lines. Incorporated feedback loops with client stakeholders. Outcome: Reduced ideation cycle from 2 weeks to 2 days; improved name uniqueness and market fit.

Impact: Enhanced creative capacity for clients at scale.

Brand name generation AI Consultant / 2023 - 2024 Claude - AWS - TS - Node Prompt engineering + Workflow

iTeri

What is Iteri?

Iteri is a Agentic AI platform I built in order to:

  • Learn
    • about agentic AI
  • Experiment
    • with agentic patterns
  • Integrate
    • with all LLMs
  • Innovate
    • without vertical constraint
  • Demonstrate capability
    • of agentic AI and of myself

What did Iteri teach me?

I now have a full-stack grasp of:

  • Agent cognition
    • The inner world of agents
  • Agent orchestration
    • Flows and workflows
  • Skills + tools
    • Model level control and handling
  • Knowledge integration
    • Context management
  • Self-constructed workflows
    • Created an ASL workflow engine
  • Enterprise infrastructure
    • Terraform -> AWS

Iteri is NOT a released product. The world of Agentic AI is moving at an extremely fast pace. Bringing an Agentic AI PaaS to market is a huge undertaking and a big risk in a market containing Google, Microsoft, OpenAI, Anthropic, LangChain/Graph, and many more.

Find out more