Cleans raw data
Works with data as it actually exists in your systems today — not a warehouse you still have to build.
Verified analytics
Turn messy data into verified analytics.
Datonorm cleans and reconciles fragmented data, continuously learns your organizational context, and returns formally verified decisions — with the audit trail to prove how every number was reached.
Sales-led. No public SKU page. Email founder@datonorm.icu.
Messy
CRM bookings$12.4M
ERP revenue$14.1M
Warehousestale T-3
Prompt outputuntested
Verified
Reconciled$14.2M
Evalspass
CI / versionv18
Audit trailattached
Is it verified?
The question every enterprise needs to be asking.
Datonorm answers with specialized agents that plan, refine, execute, and verify analyses — a self-learning cognitive layer behind better business decisions.
Learning layer
Structured the way a brain synthesizes knowledge from information. Context compounds. Answers get durable.
Rival agents
Multi-model agents argue the analysis, then you keep the verified number — not the first draft from a prompt.
A prompt is not a product
Skipping the lifecycle is technical debt with a delivery date.
When a foundation model generates code, you still own verification, evals, versioning, and audit. Datonorm does not skip that work.
| Prompt → code | Datonorm | |
|---|---|---|
| Verification & testing | You own it | Built into every answer |
| Evals & change management | After the fact | Continuous |
| Versioning & CI/CD | Optional | Required |
| Audit trails | Missing | How every number was reached |
How Datonorm is different
Data, learning, verification — one desk.
Cleans raw data and reconciles fragmented sources. NetSuite next to Snowflake next to a spreadsheet that never made it into the warehouse.
The self-learning cognitive layer. Organizational context is stored, not re-prompted. Every answer becomes durable intelligence.
Plan, execute, and verify every step. Formal checks, evals, and an audit trail — so finance can sign the number.
Existing landscape
NetSuiteSnowflakeBigQuerySalesforceRipplingQuickBooks
Solutions
Where numbers have to match.
Finance
Reconcile faster and forecast smarter.
Banking
Strengthen liquidity and risk decisions.
Insurance
Improve loss-ratio decision-making.
Logistics
Turn delivery data into action.
Healthcare
Reconcile clinical data for outcomes.
CPG
Improve trade spend and margins.