Controlled Self-Serve Analytics

Ask Your Data.
Get Trusted
Answers.

Mepository helps business teams ask questions in plain language and get governed, accurate answers from their Snowflake data — in seconds, not days.

Get a Demo
Snowflake Native
SOC2 (Soon)
Role-Based Access
No SQL Required
mepository — chat
You
What was our revenue last quarter?
$2.4M+18%
revenue_model
snowflake
Ask a follow-up question...
10x

Faster Time-to-Insight

80%

Fewer Ad-Hoc Analyst Requests

5 min

Setup to First Answer

100%

Role-Based Access Coverage

The Analytics Layer Missingfrom Your Data Stack

Just like dbt is the transformation layer for your warehouse, Mepository is the analytics layer for your business teams.

Business questions wait days for analyst bandwidth

Dashboards go stale and nobody trusts the numbers

No visibility into who accessed what data

Mepository solves this with natural language analytics powered by semantic models — governed, auditable, and always up-to-date.

How It Works

Simple for Users. Powerful for Admins.

1

Ask Questions in Plain Language

Business users ask questions like "What was our churn rate last quarter?" and get instant, accurate answers with visualizations — no SQL, no waiting for the data team.

mepository — ask
Which region had highest churn last month?
EMEA↑ 4.2% churn
Source: customer_health model · Snowflake
2

Admin Control Center

Add users, configure Snowflake connections, define semantic models, assign role-based access, set business logic guardrails, and monitor audit trails — all from one workspace.

Admins can validate behavior in a built-in demo chat before going live
admin — control center
Users
24 active
Data Integrations
Snowflake ✓
Semantic Models
6 defined
Access Policies
12 rules
MCP Servers
2 configured
Audit Trail
1,240 events
3

Semantic Models That Define Your Business

Define business logic once — revenue, churn, pipeline — and enforce consistent definitions across every team. No more conflicting metrics or stale dashboards.

semantic models
Revenue Model3 tables · 12 metrics
revenue, mrr, arr, churn_rate
Customer Health4 tables · 8 metrics
nps, csat, ticket_volume, retention
Pipeline Analytics2 tables · 10 metrics
deals, stage, conversion_rate, forecast
4

Role-Based Access You Can Trust

Every user only sees data they’re permitted to access. Assign roles to specific semantic models, enforce organization-level policies, and maintain a complete audit trail.

access policies
Access PolicyActive
Sales TeamRevenue, PipelineRead
FinanceRevenue, BillingFull
CS TeamCustomer HealthRead
jane@acme.comShow Q4 pipeline
✓ Allowed
bob@acme.comShow billing data
✗ Blocked
5

Extend with MCP Servers

Add and configure MCP servers to extend the platform’s capabilities — connect AI tools, integrate workflows, and build custom data pipelines that fit your stack.

MCP server config
MCP Servers
analytics-mcpConnected
slack-notificationsConnected
MCP connected to analytics-mcp — accessing revenue data via semantic model...

Built for Every Role in Your Organization

From business users to admins to data leaders

Business Users Love It

  • Ask questions in plain language
  • Get instant answers with charts
  • No SQL or technical skills needed
  • See only data you’re allowed to access
Primary Buyer

Data & Operations Leaders Rely On It

  • Faster decisions, fewer bottlenecks
  • Reduce ad-hoc reporting requests by 80%
  • Measurable time-to-value from day one
  • Better alignment across teams

Admins & Governance Owners Trust It

  • Full control over access and permissions
  • Complete audit trail for all queries
  • SSO and enterprise security (Enterprise plan)
  • Policy enforcement without complexity

Enterprise-Grade Governance Without the Complexity

Give admins confidence through controls, visibility, and auditability — without slowing down business users.

Role-Based Access Control

Assign users to specific semantic models with granular permissions. Every query is scoped to what each user is allowed to see.

Organization Policy Enforcement

Set organization-level guardrails and business logic rules. Policies apply automatically to all users and queries.

Complete Audit Trail

Full history of queries, access patterns, and retrieved data activity. Know who asked what, when, and what data was returned.

governance dashboard
Users
24 Active
Policies
12 Rules
Violations
0 This Month
sarah@acme.comQ4 revenue by region
RevenueAllowed
tom@acme.comCustomer churn details
HealthAllowed
newuser@acme.comAll billing data
BillingBlocked

Connect Your Data, Your Way

Snowflake-first integration with enterprise-grade connection options. Respect your data governance from day one.

Data Warehouse

Snowflake

Connection Methods

Snowflake OAuth
Service Account

Authentication

Google SSO
Enterprise SSO (SAML)
Email + Password

Extensibility

MCP Servers
Custom Integrations

Coming Soon

BigQuery
Databricks
Redshift
PostgreSQL

Frequently Asked Questions

Faster Answers.
Stronger Governance.

Give your teams self-serve analytics they can trust — with the controls and visibility your organization demands.

Get a Demo

No credit card required · Set up in 5 minutes · Snowflake native