Will AI hallucinate and embarrass us?

We mitigate hallucination with retrieval grounding, structured outputs, evaluations and guardrails — and add human-in-the-loop where stakes are high.

Which models do you use?

We're model-agnostic and select based on quality, latency and cost — including Claude, GPT and open models, often blended per task.

Can you integrate AI into our existing app?

Yes — that's a core offering. We add AI features to existing products with clean APIs and minimal disruption.

AI Development & Integration

Put AI to work inside your product.

We help companies ship AI features that actually move the needle — not demos. From LLM-powered assistants and retrieval-augmented generation to autonomous agents and workflow automation, we build evaluated, guard-railed AI that integrates cleanly with your product and data.

Start a project See our work

Tech & tools

Claude APIOpenAILangChainVector DBsPythonTypeScriptNext.js

What you get

AI feature / assistant
RAG pipeline over your data
Evaluation & guardrails
Prompt & model strategy
Monitoring & cost controls

Why Einsov

The Einsov approach to ai development & integration

Outcome-driven

We start from a business problem and a measurable target — not the hype.

Grounded & accurate

RAG over your data with evaluations and guardrails to control hallucination.

Agentic workflows

Tool-using agents that automate multi-step tasks across your systems.

Cost & latency tuned

Model selection, caching and streaming for fast, affordable AI at scale.

Process

How we deliver

A clear, collaborative process from kickoff to launch — with demos every step of the way.

Use-case discovery

Identify high-ROI AI use cases and define success metrics.

Prototype & evaluate

Build a prototype with an evaluation harness to prove value.

Productionise

Guardrails, observability, caching and human-in-the-loop where needed.

Integrate & iterate

Embed into your product and improve with real usage data.

Selected work

Projects in this space

AI Development2025

Atlas: an AI support copilot that deflects 62% of tickets

Built a RAG-powered support copilot that resolves most tickets automatically — with guardrails.

62%Tickets deflected-90%First-response time

FAQ