Corporate Operations
Operations, finance, and leadership teams need answers from ERP, CRM, data warehouses, tickets, and documents, but every non-standard question turns into a manual request. Dotnitron builds governed workflows that turn recurring questions and fragmented processes into validated operating answers.
Start with the work that needs to improve. We learn where your team is losing time, margin, confidence, or speed, then build an AI product or system around the way your business actually operates.
Where AI can help
What you seeRevenue leakage, vendor changes, overdue invoices, margin movement, and operational exceptions require analysts to pull data manually.
What it costsLeaders wait days for answers, data teams get interrupted, and definitions drift across spreadsheet versions.
What could changeCreate governed natural-language workflows over approved data scopes with visible SQL, result tables, charts, and validation checks.
What you seeThe same workflow touches ERP, CRM, email, ticketing tools, PDFs, shared drives, and spreadsheets.
What it costsTeams copy data across systems, miss exceptions, and lose the audit trail for who changed what.
What could changeUse workflow orchestration to extract, validate, route, and update records through approved APIs with human checkpoints.
What you seeA generic assistant may answer from stale data, unauthorized records, or the wrong business definition.
What it costsTrust collapses quickly if leaders cannot inspect source tables, filters, permissions, and logic.
What could changeDesign role-aware answer paths with approved data scopes, visible SQL, business glossary context, and audit logs.
What we can build
Operations teams waste time jumping between ERPs, CRMs, warehouses, and internal databases. We build answer workflows around approved data scopes, business context, and reviewable SQL.
We implement SemeLabs to connect to approved data warehouses such as Snowflake, BigQuery, or PostgreSQL. The workflow uses explicit business definitions and semantic context to produce inspectable SQL, result tables, and charts that data owners can validate.
Moving beyond analytics, we build workflow orchestrators that read unstructured inputs such as support emails or vendor invoices, extract the necessary fields, route exceptions for review, and trigger approved API actions in systems such as Salesforce, SAP, or Jira.
Internal assistants are risky without access control. We integrate workflows with identity providers such as Okta or Entra ID so user permissions, approved data scopes, and audit logs are part of the answer path.
FAQ
We integrate with existing enterprise tools (ERP, CRM, data warehouses) using secure, standard APIs and read-only connectors.
Technology partnership
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