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Custom AI software that turns your data & expertise into an asset

Off-the-shelf AI doesn't know your business, subscription SaaS didn't do the trick, and building your own only got you so far. We turn what only your company knows into production software you own, fast, by people who do this every day.

Timothy O'BrienTesting and validating dataCleaning outliersNormalising features
ScoreExperiment

Run #847 · Churn Prediction

Timothy O'Brien
Grid search CV
Feature selection
Random forest ensemble
Cleaning outliers
Bayesian optimisation
Cross-validation fold
Model complete
ScoreExperiment

Run #847 · Churn Prediction

What you get

What you get

Designed for your business, not businesses like yoursShipped as working software, not a proof of conceptOwned outright, code and IP included

Designed for your business, not businesses like yours

We start with how your business actually runs: the workflows, the data it touches, and the judgment calls only your people can make.

Mapping the workflow
Designing the interface
Connecting your data
Testing with your team
Reviewing permissions
Deploying to production
Training your people
Handing over the code
Watching the first runs
Fixing what we find

Shipped as working software, not a proof of concept

Secure production software with AI built in, designed around how your business should work and built with the people who'll use it.

Owned outright, code and IP included

The product is yours from day one, and it gets sharper every day it runs on your business. Code, data, and IP grow with you. Deploy it yourself or let us host it.

Software that works
the way you do

Our dedicated team works directly with you to connect fragmented systems, automate manual work, and forecast what's coming.

Why Lyco

We stand on quality & speed

We cap active engagements so delivery stays weekly. You're reviewing working software after month one, and scope changes turn around in days, not months.

Tech agnostic

We build around the languages, models, and systems you already run. We'll consult on best practices wherever needed. No preferred platform or markups on model accounts.

You talk to the builders

You talk to the people writing the code, designing the interface, and building the models. Nothing gets lost in translation.

Security and privacy from day one

Rigorous permissions from the first line of code, adhering to your security policies.

What we build

Your own software

AI-powered applications built specifically for your business and people, and yours to own.

Document extraction & validation

Turn PDFs, scans, and filings into structured data, every field traced back to the page it came from.

Search & retrieval

Plain-English answers across every system, permission-locked, with the source attached.

Workflows & automation

Replace manual, repetitive processes, and route the judgment calls to the right people.

Consolidation & migration

Port between CRMs, ERPs, or legacy systems, or consolidate into a new database, for a single source of truth.

Forecasting & prediction

Know demand, risk, price, and conversion before you commit.

Training & consulting

We assess how your team uses AI today, then get your people and systems ahead of the curve.

Something else?

Wave your magic wand. If it runs on your data and processes, we can probably build it!

Tell us how the work gets doneWe'll build the software that does it