What we do
AI & Automation
Put AI and automation where the volume and the rules justify it — drafting, extracting, classifying, routing, deciding — with a person on the exceptions.
The problem
Where organizations get stuck
There is pressure to adopt AI and no shortage of pilots, but little has reached production inside a real workflow with governance around it. Meanwhile staff still spend hours on repetitive, multi-step work that spans several systems.
The outcome
A measurable reduction in repetitive work and error, with AI running in production against a baseline and people in control of the decisions that matter.
How Ayeim approaches it
A deliberate path, not a big-bang programme
- Find the work where volume and clear rules make automation worth doing.
- Prove it on real work, measured against a baseline.
- Wire it into the systems and data people already use.
- Keep human checkpoints before anything irreversible, with logging and governance.
What's included
Where Ayeim helps
Generative AI grounded in your own content, with sources
AI agents that carry out multi-step tasks against your systems
AI assistants embedded in the tools people already use
Document intelligence — extraction, classification, semantic search
Predictive analytics for forecasting, risk and prioritization
Workflow and process automation with people on the exceptions
AI governance — human oversight, monitoring, defined accountability
Technology
What we build with
Technology supports the outcome. We choose it to fit your estate and your team, not the other way round.
- LLMs (provider-flexible)
- RAG and vector search
- Agent frameworks and tool calling
- Python and Node.js
- Evaluation harnesses
- Audit logging and RBAC
Proof
Case studies: ai & automation in practice
AI Agents for Enterprise Back-Office Operations
Governed agents completing multi-step back-office tasks across systems, with human checkpoints.
- AI & Automation
- Data & Integration
- System Integration
AI-Ready Data Foundation for Retail
A governed data platform consolidating storefront, ERP and warehouse data for analytics and AI.
- Data & Integration
- AI & Automation
- System Integration
Document Intelligence for Operations Teams
Extracting and classifying high-volume operational documents to remove manual data entry and speed exception handling.
- AI & Automation
- Data & Integration
- System Integration
Frequently asked questions
Either. We can run a full engagement or take a defined scope inside your existing team and roadmap.
With a short assessment — the Sense stage of how we work — to understand the business, systems, data and the highest-value opportunity.
Yes. Integration is core to how Ayeim works — APIs, events and standards such as FHIR and HL7 where relevant.
Next step
Talk to Ayeim about ai & automation
Tell us where complexity is slowing you down. We will help you work out what should change, what should stay, and where technology creates real value.