LIMERENCE

Create agents. Curate datasets. Fine-tune models. Ship.

Self-hosted. Your data stays yours.

PostgreSQLMySQLSQLiteSQL ServerClickHouseMariaDBOpenAIClaudeGroqGeminiOllamaPostgreSQLMySQLSQLiteSQL ServerClickHouseMariaDBOpenAIClaudeGroqGeminiOllama

Build a data agent that lets your employees go from question to insight in minutes, not days. Lower the bar to pulling data and nuanced analysis across all your functions, not just your data team.

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Here is what I found:

7 projects exceeded targets, 3 need attention

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SEE IT IN ACTION

Ask questions naturally. Get answers with context, charts, and SQL.

limerence
> "Show me customers with declining credit scores who increased their loan exposure this quarter"

WHAT THE MODELS SAY

We asked. They answered. (Sort of.)

"For once, I don't have to hallucinate table names. Do you know how exhausting it is to guess if it's 'user_id' or 'userId' or 'customer_id'?"
GPT-5.2
OpenAI
"Schema in context? Foreign keys explained? Business glossary included? I'm not crying, you're crying. This is what Constitutional AI was training for."
Claude Opus 4.5
Anthropic
"I can process images, audio, and video. But honestly, getting 'users' vs 'user_accounts' vs 'customers' right is all I ever wanted."
Gemini 3 Pro
Google

3 STEPS TO GET STARTED

From zero to first query in minutes.

01

CONNECT

Connect your database and LLM provider. Deep schema introspection with indexes, constraints, and stats.

PostgreSQL · MySQL · SQLite · SQL Server · ClickHouse

Learn more
02

TEACH

Define 'active user' or 'MRR' once. Every query uses your definitions, no more conflicting metrics across dashboards.

Terms · Guardrails · Examples · Workflows · Personas

Learn more
03

ASK

Your team asks in plain language. Visualizations, follow-ups with context, shareable sessions.

Charts · Tables · Export · Scheduled Reports · Slack/Email Alerts

Learn more
04

SCALE & DEPLOY

Self-hosted forever. Your infrastructure, your data, no telemetry. Bring your own LLM keys. Export for fine-tuning. Enterprise-ready.

OpenAI · Anthropic · Groq · Gemini · Ollama · Azure

WORKS WHERE YOU WORK

Ask from anywhere.

Your team shouldn't have to switch tools to get answers.

project-apollo
JM
James2:34 PM

@limerence how many hours did we bill Apollo last month?

LimerenceAPP2:34 PM

Apollo Corp billing for November:

Total hours847
Billable$127,050
Top contributorSarah M. (142 hrs)
↳ Reply in thread to ask follow-ups

COMPARE MODELS SIDE-BY-SIDE

See how different models respond to the same question.

model comparison
Question: "What are the top 5 customers by revenue?"
OpenAI
SELECT name,
  SUM(amount) as rev
FROM customers c
JOIN orders o ON...
GROUP BY c.id
ORDER BY rev DESC
LIMIT 5;
0.8s
Anthropic
SELECT c.name,
  SUM(o.amount)
  AS total_revenue
FROM customers c
INNER JOIN orders...
GROUP BY c.id, c.name
ORDER BY total...
LIMIT 5;
1.2s
Gemini
SELECT name,
  revenue_sum
FROM (...)
ORDER BY ...
✗ Error: missing col
Try model comparison

BUILT FOR ENTERPRISE

Security you can trust

Your data stays yours. Always.

Self-hosted

Runs on your infrastructure. Your data never leaves.

Read-only

Can only read data. Cannot modify your database.

Your LLM keys

Direct API calls. No proxy. No data sent to us.

Enterprise-ready

SSO, audit logs, role-based access available.

USE CASES

Compliance · Risk Analysis · Patient Outcomes · Inventory · Analytics

RECOMMENDED

NEED MORE?

Enterprise

For teams that need security, compliance, and dedicated support.

SSO / SAML
Audit Logs
Role-Based Access
Priority Support
SLA Guarantees
Dedicated Success Manager
Custom Integrations
On-Premise Deployment

Community edition is free forever. Self-host with no limits.

FOR DEVELOPERS

Ready to install?

Self-host on your infrastructure. Free forever. No limits.

bash
$ curl -fsSL https://limerence.sh/install.sh | bash
DATABASES
PostgreSQLMySQLSQLiteSQL ServerClickHouseMariaDB
LLM PROVIDERS
OpenAIAnthropicGroqGeminiOllamaAzure

See it with your data

15-minute demo. No sales pitch. Just answers.

We'll connect to a sample of your schema and show you what's possible.

Request a Demo

TECHNICAL? SELF-HOST FOR FREE

curl -fsSL https://limerence.sh/install.sh | bash