dashLM — Enterprise AI Analytics

Core Features

Everything your analytics team needs.
Nothing they don't.

dashLM pairs large language models with a battle-tested visualization engine — replacing hours of dashboard work with a single sentence.

Natural Language to Dashboard

Describe what you want in plain English. dashLM maps supported analytics workflows into live Chart.js visualizations.

Multi-Database Connectivity

PostgreSQL, MySQL, SQL Server, SQLite, Oracle, MongoDB, Snowflake, Redis, Cassandra — all supported on your infrastructure.

Flexible AI Backends

Cloud AI providers or private LLMs via OpenAI-compatible APIs — Ollama, LM Studio, OpenRouter — for full data sovereignty.

Version History & Restore

Every graph change is versioned. Browse full prompt and code history, restore any previous version with a single click.

SSO & Embedded Analytics

Embed dashLM in your existing platform. Server-to-server token exchange keeps API keys out of the browser.

Export & Sharing

Export any dashboard to CSV, Excel, or PDF. Share read-only access via role-scoped ephemeral tokens.

In-Browser Code Editor

Fine-tune generated HTML, CSS, and JavaScript in an embedded Monaco editor — directly inside the dashboard.

Date Range Filtering

Per-dashboard date filters automatically parameterize every query — zero SQL rewrites needed.

Conversational AI Chat

Ask follow-up questions, iterate on charts, and explore your data through a persistent chat with full session history.

Custom Themes & Dark Mode

Built-in colour themes or create your own with custom accent colours. Applies instantly to every chart.

Drag-and-Drop Layout

Rearrange charts by dragging and dropping cards. Positions saved automatically per user.

Multi-Language Interface

UI available in English, Italian, German, French, Spanish. Admins set the default; users switch instantly.

SSH Tunnel Connectivity

Connect to databases behind firewalls via SSH tunnels with key-based authentication.

VPN & WireGuard Profiles

Manage WireGuard VPN profiles from the admin panel. Encrypt all dashLM-to-infra traffic.

Scheduled Reports & Email

Recurring PDF reports with embedded charts delivered via email. Daily, weekly, or monthly cadences.

File Upload (CSV & XLSX)

Upload CSV or Excel files as data sources. Perfect for ad-hoc analysis or spreadsheet workflows.

Audit Logging & Compliance

Every action written to an immutable audit trail. Filter by actor, action, resource, or date.

API Key Management

Create, revoke, and rotate server-to-server API keys with scoped permissions from the admin panel.

SQL Sandbox & Validation

Built-in validator protects all databases. Only SELECT on permitted tables — no writes or schema changes.

Dashboard Access Control

Per-dashboard access for specific users or roles. Combine with SSO for secure embedded analytics.

Table & Schema Management

Browse, enable, disable tables; set date columns for filtering — without writing any SQL.

Custom AI System Prompts

Tune AI behaviour by editing system prompts in the admin panel — no code changes needed.

Database Health Monitoring

Live status dashboard shows connection health — see which databases are online or degraded.

Workspace Overview

Central home page with key metrics, data source health, recent activity, and getting-started guide.

How It Works

From question to insight
in under 30 seconds.

dashLM handles supported analytics workflows end to end — interpreting intent, mapping it to your data, and rendering interactive visualizations.

01Connect

Link your data sources

Add PostgreSQL, MySQL, SQL Server, SQLite, Oracle, MongoDB, Snowflake, Redis, or Cassandra credentials once. dashLM centralizes metadata across your connected sources.

# Supported in parallel (showing 3 of 9):
postgres: prod-db.internal:5432
mysql: warehouse.internal:3306
mssql: reporting.internal:1433

02Ask

Describe your chart in plain English

Type what you want to visualize. The AI maps your request to the right data path and returns a live Chart.js visualization.

"Show monthly revenue by product
category as a stacked bar chart
for the last 12 months"

03Share

Publish & embed anywhere

Organize graphs into dashboards, export to Excel, or embed live analytics with the SSO token-exchange API.

// Server-side token exchange
POST /api/auth/token
{ name, role, dashboard_ids }
→ redirect #token=<jwt>

Enterprise Grade

Built for the demands
of enterprise scale.

Designed from the ground up for security-conscious organisations. Your data stays on your infrastructure. Your credentials never leave your backend.

Role-Based Access Control
Granular viewer / member / admin roles with per-dashboard access lists. Integrate with your SSO using API key token exchange.
Full Audit Logging
Every action — dashboard creation, query execution, login, export — written to an immutable audit trail for compliance.
On-Premise & Private Cloud
Deploy with Docker on any infrastructure — your cloud, data centre, or VPC. No data sent externally without your consent.
API Key Management
Create, revoke, and rotate server-to-server API keys from the admin panel. Keys are never exposed to browser clients.
Private LLM Support
Use Ollama or LM Studio locally — no business data ever reaches a third-party AI provider. Full data sovereignty, guaranteed.
Customisable AI System Prompts
Admins can tune the AI's behaviour by editing system prompts directly in the admin panel — no code changes required.

Team & Permissions

Jordan Smith

jordan@enterprise.com

Admin

Maria Andersen

maria@enterprise.com

Member

Chen Liu

chen@enterprise.com

Viewer

Elena Petrov

elena@partner.com

Viewer

Permission

Admin

Member

Viewer

View dashboards

✓

Create & edit graphs

✓

—

Manage team & settings

✓

—

Ask your data anything.
See the answer instantly.

Everything your analytics team needs.
Nothing they don't.

From question to insight
in under 30 seconds.

Link your data sources

Describe your chart in plain English

Publish & embed anywhere

Built for the demands
of enterprise scale.

Connects to the tools
your team already uses.

Ready to transform
your analytics workflow?

Ask your data anything.See the answer instantly.

Everything your analytics team needs.Nothing they don't.

From question to insightin under 30 seconds.

Link your data sources

Describe your chart in plain English

Publish & embed anywhere

Built for the demandsof enterprise scale.

Connects to the toolsyour team already uses.

Ready to transformyour analytics workflow?

Ask your data anything.
See the answer instantly.

Everything your analytics team needs.
Nothing they don't.

From question to insight
in under 30 seconds.

Built for the demands
of enterprise scale.

Connects to the tools
your team already uses.

Ready to transform
your analytics workflow?