Most AI tools almost fit your workflow.
We build the one that does — custom document intelligence designed around how your team actually works.
Why we exist
Most AI tools are built for the average use case. They are flexible enough to demo well and rigid enough to disappoint in production. We started Wallin Labs because we kept seeing the same problem: organisations with valuable, complex document workflows and no tool that could handle them properly.
We are software engineers first. We design and build the full pipeline from scratch, around how your team actually works. Ingestion, parsing, analysis, structured output. No resold platforms, no thin wrappers, no compromises.
FundMemo, Surfaced, and Ryder are tools we built to solve real problems for real clients. Proof of what we do, not the limit of it.
What we believe
AI should fit your workflow
Not the other way around. We build around your process, not around what is easiest to build.
The best tool is one your team actually uses
Adoption beats sophistication every time. We design for the person doing the work.
You should own what we build
Custom builds are yours. The code, the models, the data. We don't hold your workflow hostage after handover.
Complexity should be invisible
Powerful systems should feel simple to use. The engineering lives under the surface.
Proof of work
We have built three tools that demonstrate what this looks like in practice. See FundMemo, Surfaced, and Ryder.
Work with us
Tell us what you are sitting on. We will tell you what we can build.
Book an AI Discovery Call