Prism sits on top of your database, recognizes when different values mean the same thing, and keeps every table standardized — automatically, around the clock.
< 5 minutes to onboard < 1 minute setup per table
Works with 22 databases — more coming soon · Data security comes first
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Prism
standardizing continuously
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New values are standardized the moment they land — zero manual work
Why Prism
Inconsistent naming quietly breaks everything built on top of your database. Prism fixes it at the source — and keeps it fixed.
When JPM, JPMorgan and J.P. Morgan become one name, dashboards stop double-counting and revenue by customer finally adds up.
No more CASE WHEN blocks, regex one-offs, or mapping spreadsheets. Prism standardizes every new value the moment it lands — your team stops doing janitorial work.
LLMs and analytics are only as good as their inputs. Consistent, standardized values mean accurate answers from every model, metric, and tool downstream.
How it works
Prism plugs into the systems your data already lives in — no re-architecting, no new pipelines to maintain. Setup takes less than a minute per table; staying clean is automatic. 22 databases supported today, from Snowflake and SQL Server to Excel and Google Sheets.
01 —
Point Prism at any source table and pick the columns to standardize. Prism watches them continuously for new values.
02 —
AI groups variant spellings under one standardized name. You review the first pass — one approval, and the mapping is locked in.
03 —
Prism maintains a live standardized table, view, or lookup that updates itself as new data arrives. You never do this work again.
Your standards
Tell Prism how your data should look. Naming conventions handle the formatting; standardization rules handle the judgment calls. Set them once, and Prism applies them to every value — current and future.
Naming convention
lowercase
Standardization rule
Group subsidiary companies under the parent company name.
Integrations
Prism connects straight to the systems your data already lives in.
Your database system isn't here? Just tell us — we'll add it at no extra cost.
Demo
Watch a full pipeline go from messy source table to live standardized output in less than a minute.
Pricing
One plan with everything in it. No setup fees, no usage tiers, no surprises.
All databases, unlimited pipelines, automated standardizations — all included.
Get PrismQuestions about pricing? Contact sales
Connect your first table and see clean, standardized data in less than a minute — not sprints.