Automate messy data prep, visual cohort BI, and predictive churn modeling — with 100% deterministic code transparency and zero black-box risk.
No credit card required • Instant CSV staging • Local container execution
30-Day Cohort Retention Matrix
Predicted Churn Risk
4.2%
Deterministic Code & Audit Terminal
duckdb> SELECT cohort_month, retention_rate
FROM cohorts WHERE plan_tier <> 'trial';
pii.mask customer_email → SHA-256 [redacted]
pii.mask ip_address → xxx.xxx.12.4
seed.lock random_state=42 · run 7f3a21
audit.write governance_trail ✓ 100% verified
Powered by enterprise multi-model routing & secure engines
Product demo
Watch raw customer rows become a cleaned dataset, a set of charts and a ranked model leaderboard — the same workflow that normally takes a team most of a week.
Built from the ground up to replace fragmented data workflows with a unified, deterministic analytics pipeline.
Upload messy CSVs or connect live warehouses. Kairos automatically imputes nulls, flags anomalies, and redacts sensitive PII (SHA-256) before data touches any model.
Ask questions in plain English to render interactive retention heatmaps, MRR waterfalls, and customer lifetime value charts — complete with full SQL execution transparency.
Benchmark XGBoost, LightGBM, and Random Forest models in seconds. Identify at-risk subscribers 30 days in advance with clear SHAP feature importance explanations.
One engine, five specialized modes. Kairos Pro AI automatically routes every task — code generation, executive insights, statistical math, large-context queries, or air-gapped privacy. Seed-locked execution guarantees 100% reproducible runs for SOC2 compliance.
See how much annual recurring revenue (ARR) Kairos AI recovers by detecting subscriber churn risk 30 days before it happens.
Total subscription revenue billed each month.
Share of recurring revenue lost every month.
Used to estimate how many accounts that recovery represents.
Estimated ARR Recovered with Kairos AI
$15,000 / year
Based on a 25% average churn reduction — roughly 5 retained accounts at $250/mo.
32 Hours / Month
Time saved per analyst in manual data prep & SQL.
Calculations based on 100% deterministic predictive cohort modeling. No black-box estimations.
Time returned
Most analytics time disappears before any insight appears — renaming columns, chasing nulls, rebuilding the same chart for a new quarter, waiting on a data scientist for a model. Kairos absorbs all of it and shows its work, so you keep the trust and lose the wait.
Connect your data
Upload a file or point us at your warehouse. We profile every column the moment it lands.
Let the engines work
Cleaning, charting and model training run for you — the legwork that normally eats a week of analyst time.
Decide with confidence
Read the explanations, re-run any pipeline deterministically, and hand the board a number you can defend.
Based on the bundled telecom churn workload: 142,500 rows, 28 columns, five benchmarked models and a full SHAP explanation.
Governance
Every run is seed-locked and hashed, and can be re-executed line for line months later.
Automatic PII redaction, sandbox containerization and an on-prem engine with zero data retention.
Timestamp, pipeline, user, model and data hash recorded for every action in the workspace.
Load a dataset and Kairos will profile it, clean it, chart it and model it while you read this sentence twice.