Part 3 of our document processing series is out — how we scaled our pipeline from French insurance docs to three countries and multiple use cases, without rewriting everything.
This wraps up the series. Thanks for following along! buff.ly/9cQL4F3

We think we built the best Python caching library in the world!

RAM+Redis, atomic writes, distributed invalidation, async refresh, warmup, observability...

Dive into this 5-part series, packed with diagrams, code snippets, dashboards, and numbers!

medium.com/alan/alan-ca...

Lessons from Running an LLM Document Processing Pipeline in Production We evolved from text-only to multimodal, built curated reference datasets for RAG and developed an evaluation framework

Few-shot examples are only as good as their labels. Ours were hallucinating values from memory. The LLM learned to do the same.

Part 2 of the doc processing series: curated datasets, backtesting every change and separating parsing from human knowledge

medium.com/alan/lessons...

How we reached 70% document processing automation at Alan We replaced our classic ML pipeline with a unified LLM-based approach using Markdown Transcription and few-shot RAG extraction

Ever wondered how Alan reimburses health claims so fast? Spoiler: we automated 70% of document processing.

We just dropped the first article of our document processing series — stay tuned for more on how we're scaling this across other countries and use cases. buff.ly/2Lu7aWD

Eng Hiring Day at Alan - 2026/03/17

📣 We’re doing something a bit different at @alan:
an on-site Engineering Recruitment Day!

🗣️ Meet the team
👨‍💻 Technical and fit stages in 1 day
🚀 Clear checkpoint and quick next steps

📍 Paris (Alan HQ)
🗓️ Tue, March 17
⏳ Apply by Wed, March 11

👉 jobs.ashbyhq.com/alan/a8b3fe4...

From Gut Feeling to AI assisted: How We Automated Flaky Test Investigation Over the last year, we’ve improved our flaky tests investigation process, moving from manual debugging to an AI first solution. This…

"Claude did it almost on its own while I was boiling water for my tea"

That's how our engineers now fix flaky tests at Alan.

Read more about our journey from manual debugging to AI-powered investigation in our latest article 👇

medium.com/alan/from-gu...

Benchmarking AI Agents: Stop Trusting Headline Scores, Start Measuring Trade-offs Don’t chase leaderboards. Run the benchmark yourself and map your score–latency–cost frontier to choose models for production.

Don't chase leaderboards. There's always a score-latency tradeoff, and LLM providers often hide it.
We reproduced Tau-bench to see for ourselves. Here's what we learned:

medium.com/alan/benchma...

Benchmarking AI Agents: The Challenge of Real-World Evaluation AI agents need stateful benchmarks. Unlike LLMs, agents interact with databases and users. We explore why and how to evaluate them…

There are many LLM benchmarks such as MMLU and GSM8k, but they're useless for AI agents.
Real agents need to handle database state, tool calling, and multi-turn conversations. Stateful benchmarks show the path forward.

New post on agent evaluation 👇

Our ISO 27001 journey: From security blueprint to certification success Hey 👋 I’m Maxime, the ISMS lead at Alan, and I’d like to tell you about our ISO journey 🗺️

You've heard of the recent ISO27001:2022 certification of Alan by SGS, but want to know more about our journey towards certification? Head up to Maxime's post and enjoy the read!
medium.com/alan/our-iso...

Here's how we did it 👇
medium.com/alan/inside-...

Static chatbots couldn't handle complex support tickets about insurance claims. So we built something different with tool calls and the ReAct framework.

Our Claim Agent investigates dynamically - just like human agents, but faster. Now automating 30% of tickets it receives.

How I found my security calling at Alan This is the story of my journey from engineering to security at Alan, and what I’ve learned about building security that scales with our…

After four years at Alan from Engineering to Security, I’ve seen what makes security succeed and here is what I learned: medium.com/alan/how-i-f...

From Chaos to Consistency: How Alan Transformed Developer Experience with Devbox

🛠️ How we tamed the "works on my machine" chaos at Alan Engineering!

Our new blog post reveals how Devbox transformed our dev experience, slashed onboarding time, and created consistent environments across our entire team.

Check it out: medium.com/alan/from-ch...

DeepSeek R1: Demystifying LLM’s Reasoning Capabilities DeepSeek shocked the world by dropping an open-weight successor to OpenAI’s o1: R1. This post summarizes our learnings from the tech…

In late January, DeepSeek shocked the world by dropping an open-weight successor to OpenAI's o1: R1. Their tech report discusses how to incentivize reasoning capability in LLMs. We share our learnings at:

How We Built Alan’s AI Assistant for Customer Support At Alan, exceptional customer care isn’t just a service — it’s a core part of what sets us apart in the insurance industry.

In 2024, we automated 20% of customer contacts with AI while maintaining the same customer satisfaction (the number is still growing!) 🚀
Learn about our journey: