Data & Analytics
Getting a question answered from data without waiting for a queue.
- Natural-language querying
- Dashboarding
- Data cleaning
- ETL
- Anomaly detection
Asking the data warehouse a question in plain language
Someone without SQL types a business question — revenue by state last quarter, repeat-purchase rate by acquisition cohort — and the system writes a query against the warehouse, runs it and returns a table or chart. The generated SQL is shown alongside the answer so it can be checked by somebody who reads SQL.
- Effort
- Weeks of work
- Organisation size
- Mid-market
Alerting when an operating metric leaves its normal band
Daily orders, payment decline rate, warehouse pick time, cloud spend: a detector learns the ordinary shape of each series, weekly and festival-season rhythm included, and raises an alert when a point or a window departs from it, attaching recent history so a person can judge the alert quickly.
- Effort
- Weeks of work
- Organisation size
- Mid-market
Deduplicating and standardising a customer master list
Two records — same person, different spelling, a rearranged address, one stale phone number — are judged to be the same entity or not, and the survivor is written in a standard shape. The model scores each candidate pair; a threshold decides which pairs merge automatically and which go to a human queue.
- Effort
- Weeks of work
- Organisation size
- Small business