Insight01 · stateless-nlp
Stateless privacy
Your prompt and schema travel to our stateless NLP endpoint. Nothing is retained.
No rows sent. No prompts retained.
Ask your database. Privately.
Insight O' Mate turns plain English into queries for your NoSQL databases — on your machine. The prompt travels. The data never does.
01//PROMPT
Natural Language Prompt
Ask complex analytical questions in plain, conversational English.
A different contract with your data.
Most NL-to-NoSQL tools want a copy of your database. Insight O' Mate is built so that was never an option in the first place.
- 01
The cloud sees your question. Never your data.
Only the prompt and your collection / field names travel to our stateless NLP service. Documents stay on the hardware you control.
- 02
Bring your own database. We bring the language model.
Point Insight O' Mate at your NoSQL databases or spreadsheets — MongoDB, Redis, Firestore, DynamoDB, or Excel/CSV. The query runs on your side of the wire.
- 03
No prompts logged. No training. No fine print.
The analysis endpoint is stateless by design. Nothing is retained, nothing is replayed, nothing becomes tomorrow's model weights.
Interactive preview
One prompt in. A real query out.
Analysisstateless
- sector
- E-Commerce
- intent
- aggregate.rank
- collection
- orders
- fields
- customerIdtotalcreatedAt
[
{ $match: { createdAt: { $gte: ISODate("2026-05-01") } } },
{ $group: { _id: "$customerId", revenue: { $sum: "$total" }, orders: { $sum: 1 } } },
{ $sort: { revenue: -1 } },
{ $limit: 5 }
]E-Commerceaggregate.rankorders
Result · rendered locallyResult · localyour machinelocal
| customer | revenue | orders |
|---|---|---|
| Aster Labs | $48,210 | 142 |
| Beacon Mfg. | $39,804 | 98 |
| Clarion Health | $31,500 | 74 |
| Dune Supply Co. | $28,770 | 61 |
| Everleigh Foods | $24,995 | 53 |
Sample data. In the real app this executes against your own database — nothing is uploaded.Sample data — nothing leaves your machine.
Capabilities · 16 features
Everything Insight-O-Mate does, in orbit.
- Stateless privacy — Your prompt and schema travel to our stateless NLP endpoint. Nothing is retained.
- Smart charts — Every answer renders as the right chart — or a clean table when that reads better.
- Live dashboards — Pin results into a live dashboard. Drag, resize and rearrange the tiles.
- Prompt templates — Save reusable prompts and re-run them in a single click.
- Query history — A searchable record of everything you have ever analyzed.
- Smart fields — Misnamed a field? It maps your words to your real schema.
- Domain-tuned — Understands the vocabulary of your industry, not just generic English.
- Feedback loop — Tell it when a query nailed it — or didn't. It learns the patterns you care about.
- Conversational — Refine results by just asking again — it keeps the whole thread.
- Multiple DBs — Switch between saved database connections in a single click.
- Full view — Pop any chart or table into a full-screen view for the details.
- Guided setup — From install to your first answer in just three steps.
- Keychain secrets — Connection strings live in your OS keychain, never in plaintext.
- Read-only safe — Built to run read-only — an accidental write can't mutate your data.
- Usage & plan — See your plan and today's usage at a glance, server-stamped.
- Zoom & comfort — Scale the entire interface to a size that is comfortable for you.
Architecture
The shape of the wire is the promise.
Other NL-to-DB tools wave at “enterprise-grade security.” We show you the structure. Here is exactly what travels, and exactly what doesn't.
Your machine
local-firstDesktop app · sidecar · your database
- React frontend
- Local Node sidecar
- Query Runner
- Your NoSQL database
Raw documents are loaded, filtered, and aggregated here. The sidecar owns the DB connection string. Nothing in this box is ever transmitted during normal operation.
↓ prompt↑ analysis
Our cloud
statelessnlp-engine · Cloud Run
- preprocessing
- nlp-analysis
No database connection. No prompt log. No retention. The endpoint parses the prompt into an analysis object and returns it.
Sent upstream
prompt + metadata only- Prompt text
- Collection names
- Field names
Never sent
stays on your hardware- Document values
- Database credentials
- Connection strings
- Query results
Received back
structured analysis- Intent classification
- Target fields
- Aggregation plan
Integrations
Speaks your database's native tongue.
Insight-O-Mate translates your natural language directly into the optimized query syntax of your favorite NoSQL data stores.
MongoDBDocument
RedisKey-Value
Excel / CSVSpreadsheet
FirebaseDocument
DynamoDBKey-Value
Soon
CassandraWide Column
Soon
ElasticsearchSearch
Soon
Neo4jGraph
Soon
CouchbaseDocument
Capabilities
Think local. Move fast.
Built for founder-operators who want an answer in seconds and the option to keep working on a plane, in a cafe, or behind a strict VPN.
offline-first
Analyses run on a local query engine. Your DB never leaves your LAN.
The desktop app talks to your database directly. Cloud Run only sees the prompt and your schema names — everything else, including all document values, results, and credentials, stays inside your network.
// Desktop App/Sidecar
→ POST /analyze (prompt, fields)
← analysis (intent, pipeline)
→ collection.aggregate() (on localhost)
← results (never uploaded)
auth
Keys live in the OS keychain.
The API key is stored in Keychain (macOS), Credential Manager (Windows), or libsecret (Linux). Never on disk in plaintext.
installers
Native installers for all three.
macOS (.dmg), Windows (.exe), and Linux (.AppImage + .deb). One Electron shell, same React frontend as the web.
- < 0ms
- typical analysis latency
- 0
- document rows uploaded
- Free
- for 10 questions / day
- MIT
- desktop app core
Get started
Point it at your database. Ask a question.
Free forever for one founder, one database, 10 questions a day.
No credit card required.
no data uploaded·macOS · Windows · Linux·cancel anytime