The model that speaks fluent SQL.
Mantra LLM is our in-house model, trained for one job: translating business questions into precise SQL across industries. It's the query layer behind every CloudMantra product — specialized, governed, and running where your data lives.
Talk to an EngineerSELECT c.customer_name,
AVG(i.paid_date - i.due_date) AS avg_days_late,
SUM(i.amount) AS exposure
FROM invoices i
JOIN customers c ON c.id = i.customer_id
WHERE i.paid_date > i.due_date
AND i.due_date >= date_trunc('quarter', current_date)
GROUP BY c.customer_name
ORDER BY exposure DESC;A specialist beats a generalist at its specialty.
Mantra LLM reads your actual schema through the knowledge graph — your custom fields, your naming conventions, your business rules — so queries fit your ERP, not a textbook example.
Fine-tuned on query patterns from manufacturing, distribution, finance, healthcare, and services — it already speaks the data shapes your industry runs on.
Generated SQL is validated before it runs: read-only by default, permission-scoped through role-based access, and logged with full lineage on every query.
Every Mantra SDK agent that needs data uses Mantra LLM as its query engine — while Claude and GPT handle general reasoning through the same secured model layer.
A specialized small model beats a general giant at its specialty — lower latency and a fraction of the cost per query, which matters at millions of queries.
Self-hostable by design: Mantra LLM runs inside your environment, so business questions and query results never leave your infrastructure.
The query engine behind the whole platform.
Powers Enterprise Pulse queries and every module's data access across your ERP.
Behind the CFO Copilot — "What's our DSO trend?" becomes governed ledger queries.
Lets voice agents check order status and balances live, mid-call.
Ready to add a brain to your ERP?
A live 30-minute demo. No slides — your data, your decisions, your ROI.