KeelShift reads customer event history, ranks the behaviours actually driving churn, and puts a cost against each one, in plain business language rather than a score nobody can question. Pick your industry and we will email you the full report.
Get my sample reportFree, no account, no data upload. Report arrives by email in about a minute.
No upload, no setup, nothing to install. Pick your industry and we send you a complete diagnostic report produced on a synthetic dataset built to behave like a business in that space.
Telco subscriptions or VAS mobile gaming. Each one has its own realistic, deliberately noisy synthetic dataset behind it.
Each report came out of the same pipeline a Design Partner engagement uses: data validation, behavioural feature engineering, model selection against held-out customers, then per-driver attribution so the output ranks causes instead of scoring customers.
A branded PDF with churn drivers, risk cohorts and prioritized recommendations, written for a commercial audience. If it holds up, the next step is running it on your data.
Not a dashboard dump. A short, readable diagnostic built for a business audience.

What "explainable" means here. The model does not just score customers. For every prediction, the contribution of each behavioural feature is measured and reported, so the chart above is a ranking of causes with evidence attached to each line. Your data team can interrogate it. Your commercial team can act on it.
Three things worth being clear about.
No customer of ours appears in these reports. Each dataset is generated to reproduce the messiness of a real book of business: probabilistic churn, uneven engagement, decoy signals. It is not toy data tuned to make the model look good.
We send the report, and one follow-up asking whether you want this run on your own data. That is it. No newsletter, no sharing with anyone, and replying "no thanks" ends it.
If you go further than the sample, work runs on hashed identifiers by default, is processed in the EU, and the data is deleted after analysis. On-premise is available where policy requires it.
Pick an industry, enter your email, and the matching diagnostic PDF is on its way in about a minute.
Design Partners get the same diagnostic run on their actual data at first-mover terms. We then seal the prediction of who lapses next, declare the accuracy we expect in writing, and open it against your real churn 30 days later, before you commit to anything ongoing.
Book a 30-minute callPrefer to write first? contact@keelshift.com