LLM applications and RAG
Large language model features that answer from your own documents and data using retrieval-augmented generation (RAG), with sources you can check.
AI development and AI agent development for real business workflows
MyLoginn designs and builds generative AI features, AI agents and automation that fit into the software and processes your team already uses.
01
Understand
agent-run · pricing-enquiry
Task: reply to a new pricing enquiry
- Understand the requestLLM
- Search your documentsRAG
- Look up the customerCRM API
- Draft a replyLLM
- Wait for human approvalPerson
- Send the replyEmail API
Understand the request
LLM apps and RAG
Answers from your own documents.
Language model features that answer from your documents and data, with sources you can check. Pick a question to see a sample answer.
- Sources you can check for every answer
- 02Generative features embedded in your product
- 03Evaluation and monitoring after launch
assistant · answers from your documents
What is the refund policy?
Source: Policy.pdf · p.2
Sample answer with source
Workflow automation
Automate the repetitive work.
Enquiry triage, data entry, reporting and follow-ups handled across the tools you already use. Select a step to see what happens.
- CRM, ERP and API integration
- 02Approval points where a person should stay in control
- 03Added to your existing software without a rebuild
workflow · enquiry-triage
New enquiry
A form, email or chat message arrives.
Repetitive work handled automatically; people stay in control of important actions.
New enquiry
Chatbots and assistants
Support that knows when to hand over.
Website and messaging assistants that answer from approved content and pass the conversation to your team when needed.
- Answers from approved content only
- 02Handover to a person when the assistant is unsure
- 03Channels and escalation rules agreed up front
AI
Support assistant
answers from approved content
Support assistant
What we deliver
What we can build and deliver
Generative AI features
Content, summarisation, question answering over your own documents, and assistants embedded in your product.
AI agents and multi-agent orchestration
Agents that use tools and APIs to complete multi-step tasks, and several cooperating agents for larger workflows, with approval points where a person should stay in control.
CRM, ERP and API integration
Connect AI features to the CRM, ERP, databases and internal tools you already run.
AI workflow automation
Automate repetitive work such as enquiry triage, data entry, reporting and follow-ups across the tools you already use.
Chatbots and support assistants
Website and messaging assistants that answer from approved content and hand over to your team when needed.
AI integration into existing software
Add AI capabilities to a current web, mobile or internal application without rebuilding it.
Testing and monitoring of AI features
Evaluation of answers, guardrails and usage monitoring so AI features stay reliable after launch.
Technologies we work with
- OpenAI API
- LLM APIs
- RAG
- Python
- Next.js
- Node.js
- PostgreSQL
- REST APIs
- Retrieval over your documents
FAQ