Understand · Offline, private LLM for BI
Kashi-ka
Ask your data anything. It never leaves.
An offline, private LLM business intelligence tool. Ask in plain English across TXT, CSV, PDF, Excel and your databases, using the LLM you choose.
Which warehouses had the most stock-outs last quarter?
- Read inventory.csv
- Queried the warehouse database
- Wrote the answer locally
Warehouse C had the most, with 41 stock-outs. That’s more than the bottom three combined.
Show the query it wrote
SELECT warehouse, COUNT(*) AS stock_outs FROM inventory_events WHERE event = 'stock_out' AND quarter = 'last' GROUP BY warehouse ORDER BY stock_outs DESC;
Summarise the penalty clauses in our top supplier contracts.
- Read 3 contracts, 412 pages
- Found the relevant clauses
- Wrote the answer locally
All three contracts charge late-delivery penalties, and they differ in how they’re capped.
- Supplier A: 0.5% per week, capped at 5% of order value. Contract A, p. 41
- Supplier B: 1% per week, capped at 10%, and a termination right after 6 weeks. Contract B, p. 87
- Supplier C: no cap stated, so this one is worth a legal review. Contract C, p. 112
How has overtime cost moved against output this year?
- Read overtime_2026.xlsx
- Queried the finance database
- Wrote the answer locally
Overtime cost is up 52% since April, while output is up only 5%.
Both indexed, April = 100
Sample questions and figures, for illustration.
Why Kashi-ka
Ask your data anything. It never leaves.
- 01
Private by design.
Fully offline and air-gapped operation. No prompts and no data leave your perimeter, so sensitive questions stay yours.
- 02
Bring your own LLM.
Run the model you choose on your own infrastructure, and change it when something better arrives.
- 03
Built for very large documents.
Extremely efficient cost-saving measures for managing very large documents, alongside files and multiple databases.
Capabilities
What it does.
Plain-English questions
No SQL or technical knowledge required. It understands context and generates the query.
Every source in one place
TXT, CSV, PDF and Excel files, and connections to multiple databases.
Charts and summaries
Answers come back as charts, tables and written summaries you can act on.
Automated reporting
Schedule regular reports and executive summaries, and export them.
Role-based access
Control who can see what, and audit every query for compliance.
Deploy where your data is
In your own data centre, or at the network edge for telecom operators.
Where it fits
Where it fits.
- TelecommunicationsKashi-ka Telco answers OSS, BSS, CRM and data warehouse questions in plain English.→
- Banking & FinanceQuery financial data and generate reports without sending sensitive information to the cloud.→
- Retail & E-commerceAsk about customers, demand and stock across every source.→
- HealthcareKeep patient and claims data inside your own environment while you analyse it.→
On your ground
No prompts leave your perimeter.
Offline
Works with no internet connection at all.
Your LLM
Bring your own model, running on your own hardware.
Your data
Files and databases stay exactly where they are.
Ask your own data a question.
Tell us what you need answered, and we’ll show you Kashi-ka running on your side of the firewall.