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How we deliver · Factory 1 of 6

AI agents and agentic workflows

Agents and assistants that plan, answer and act across your tools, with a human in the loop.

IAC.ai: AI agents and agentic workflows

The problems it solves

Clients come to us with one of these problems. This is what we build to solve them.

In our clients’ words.

Our pilots never reach productionWhere this sits in your journey →
Our costs are too highWhere this sits in your journey →
Our processes are too slowWhere this sits in your journey →
What it looks like
  • High-volume manual work, error rates above 5%, and rework.
  • Teams lose productive hours to repetitive tasks, with no scalable fix.
  • Compliance and audit need a consistency manual work cannot give.
What we buildAI agents and agentic workflows
  1. AI agents on your tools. Agents on Claude, GPT or Gemini, connected to your systems through MCP.
  2. Multi-agent workflows. Agentic process automation and multi-agent systems, built with LangGraph or CrewAI.
  3. A human in the loop. A human approves what matters. Agents act inside the limits you set.
  4. Invoice, claims and returns agents. Intake, validation, approval routing, claims and returns.→ 80–100% straight-through
  5. AI assistants on your content. Answers, search and drafts grounded in your documents. Onboarding and KYC run by agents (CS 05).→ 70% faster onboarding
  6. Ready to run, ready to scale. Runbooks, exception handling and a scale roadmap. Blueprints reused from one client to the next.→ 4 to 12 weeks a build

Proof

What clients got, in numbers.

The case studies that prove it, then related cases from the same pillar. Clients anonymized under NDA.

All nine case studies →

How you buy it

Delivered through two offers, in pillar 2 Build and pillar 3 Run.

What we build is not how you buy. Each offer has its own page, with the full detail.

Whatever the factory, you can advise first and optimize on top. See the map: six factories, ten offers →

Technologies we use

The tools our team builds with, for this factory.

Tech-agnostic: no licenses to sell. We recommend what fits your architecture, and build on what you already own where it makes sense.

ClaudeOpenAI GPTGeminiLangChainLangGraphCrewAIMCPCopilot Studio

All four layers and the tools we cover →

How it is delivered

Every solution goes through the same five steps, with your sign-off at each gate.

STEP 1DiscoverFind and rank the use cases, on your data.
STEP 2DecideYou approve: business case, owner, acceptance criteria.
STEP 3BuildDesign, build and test with your team.
STEP 4Go liveYour sign-off, then release to production.
STEP 5Run & improveSupport, monitor, measure the value, scale.

How it runs, in this factory: Process discoveryAgent buildTest and your sign-offPhased go-liveRun and improve

The five steps, in detail →

Six solution factories

The other five factories we build, deploy and run.

All six on one page →  ·  The map: factories, offers and proof →

AI agents and agentic workflows. Built with you or for you, then run and improved. You keep the code and the know-how.

Bring us one problem

One working session on your problem. A proposal follows within 5 working days.

Bring us one problem