IntegritiCore · AI agent development company

We build AI agents that get work done.

IntegritiCore designs, builds and runs agentic AI: multi-agent systems, RAG and generative AI assistants, plus the web platforms that put them to work for your teams and customers.

See our client work Start a project
Trusted by Jigsaw Insurance PhlOneiron
01 · Client work

Agents already at work for our clients.

Two AI products we have designed, built and delivered, each one built around how our client’s team actually works.

Jigsaw Insurance

Insurance · GenAI · RAG

An insurance broker specialising in protecting people and what matters to them. From car and pet insurance through to breakdown cover, customers and their needs come first.

What we built

An AI-Powered Insurance Policy Document Assistant: an agent that answers questions directly from policy documents, so answers come from the real policy wording rather than guesswork.

  • Natural-language answers drawn straight from policy documents
  • Policy wording embedded and searched in a vector database
  • Served through FastAPI, ready to plug into existing systems
PythonLangChainLarge Language ModelsEmbeddingsVector DatabaseFastAPI
Read the case study

PhlOneiron

Recruitment · AI · Automation

Technology & AI solutions to unleash human potential.

What we built

An AI solution for recruitment that makes hiring more effective, helping the team find the right people faster and spend less time on repetitive screening work.

  • Smarter candidate and role matching
  • Streamlined, more effective recruitment workflows
  • More time for people, less for manual admin
AIRecruitmentCandidate matchingAutomation
Read the case study
02 · Services

Agentic AI, end to end.

From a single assistant to a team of cooperating agents, we take AI from idea to production, along with the software around it.

Multi-agent systems

Teams of specialised agents that plan, delegate and check each other’s work, orchestrated with LangChain to handle tasks too big for a single prompt.

AI agent development

RAG & document intelligence

Agents that read your documents and policies and answer with the source, not a guess.

RAG development

GenAI assistants

Conversational assistants for customers and staff, grounded in your data and written in your voice.

Generative AI solutions

Workflow automation

Agents that take on repetitive screening, triage, summarisation and admin, so your people can focus on people.

AI workflow automation

Machine learning

Custom, data-driven models built with PyTorch, TensorFlow and scikit-learn when an LLM isn’t the right tool.

The web platforms that deliver them

An agent is only useful if people can reach it. We build the high-quality, scalable web apps and APIs that put AI in front of your users.

Web development
PythonFastAPIDjangoFlaskReactJavaScriptHTML
03 · Anatomy of an agent

Every agent we ship runs the same disciplined loop.

Every agent follows the same steps, so its work is predictable, easy to check and easy to trust.

  1. 01

    Understand

    Read the request and work out what’s really being asked.

  2. 02

    Retrieve

    Pull the right context from your documents and data with RAG.

  3. 03

    Plan

    Break the task into steps and choose the tools and agents for each.

  4. 04

    Act

    Call your systems, APIs and other agents to get the work done.

  5. 05

    Verify

    Check the result against sources, and hand off to a person when unsure.

GroundedAnswers come from your sources, and agents show where they found them.
Human in the loopPeople stay in control of the decisions that matter.
Built to integrateAgents fit into the systems and workflows you already have.
04 · How we work

From first conversation to agent in production.

01 / Discover

Understand

We work closely with you to learn your vision, goals, data and the workflow worth automating.

02 / Design

Prototype

We shape a tailored agent design and prove it against your real documents and cases.

03 / Build

Engineer

We build with the latest tools and frameworks, keeping you involved at every stage.

04 / Deliver

Launch & improve

We launch, refine and support, so the solution keeps driving growth.

05 · Stack

Modern tools. Proven frameworks.

Agents & GenAI

Agentic AIMulti-Agent OrchestrationLangChainLLMsGenAIRAGEmbeddingsVector Databases

Machine learning

PyTorchTensorFlowscikit-learnPython

Web & APIs

FastAPIDjangoFlaskReactJavaScriptHTML

Put an AI agent to work in your business.

Tell us about the workflow you want to automate or the question your customers keep asking. Let’s explore what an agent could do for you.

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