Insights·Product Guide·PG701

Latttice

Latttice Product Guide.

An executive-level guide to Latttice — the governed Data Product Workbench that turns business intent into trusted, AI-ready data products.

Download the Executive Asset Talk with Data Tiles

Executive summary

Latttice is a governed Data Product Workbench. It is where business teams define data products, connect them to source data, apply semantics and policies, execute logic and publish trusted outputs that any consumer — BI, application or AI agent — can rely on.

This guide is for executives evaluating where Latttice fits, what it does and does not do, and how it works with existing investments in cloud data platforms and governance tools.

Why it matters

Latttice closes the structural gap between governance, data platforms and AI. Without that layer, trusted data does not reach the point of decision reliably. With it, trusted data becomes a repeatable enterprise capability.

What leaders should understand

It is a workbench, not a platform

Latttice activates Snowflake, Databricks, Microsoft Fabric and Collibra. It does not replace them.

Business teams lead the lifecycle

Definition, governance and publication of data products is business-led, with engineering involved where it adds value.

Governance is active by design

Policies travel with the data product and apply automatically when it is created, served and consumed.

Outputs are AI-ready

Every published data product is contextualized, semantically explicit, lineage-aware, policy-enforced, trust-visible and execution-consistent.

Positioning

The Governed Data Product Workbench.

Latttice is the governed Data Product Workbench that helps organizations create, govern, execute and publish trusted data products for analytics, AI agents and operational decisions.

It does not replace Snowflake, Databricks, Microsoft Fabric, Collibra or your existing cloud data platforms. It activates those investments by turning governed business intent, metadata, policies, source data and business logic into reusable, trusted data products.

The workflow

What Latttice actually does.

A single, governed lifecycle from business intent to trusted output — reusable across BI, APIs, applications and AI agents.

Step 01
Business intent
Step 02
Define data product
Step 03
Connect data sources
Step 04
Apply semantics and policies
Step 05
Execute logic
Step 06
Publish trusted output
Step 07
Consume through BI, APIs, applications and AI agents

AI-Ready Data Products

What makes a data product AI-ready?

AI systems need more than access to data. They need data that is interpretable, governed, traceable and fit for purpose.

Contextualized

Tied to a real business question, decision or use case.

Semantically explicit

Meaning, terms and relationships are declared, not inferred.

Lineage-aware

Provenance, transformations and dependencies are traceable.

Policy-enforced

Access, privacy and usage policies apply at runtime, not on paper.

Trust-visible

Quality, freshness and stewardship signals travel with the product.

Execution-consistent

Same logic, same answer — every time, for every consumer.

Clear positioning

How Latttice complements your existing data stack.

Latttice does not replace your existing platforms. It helps business and data teams turn trusted enterprise data into governed, reusable data products for the decisions that matter most.

Existing Technology

What It Typically Does

Where Latttice Adds Value

Data Catalog

Organizes metadata, definitions and governance context.

Turns governed metadata into executable data product rules and business-ready data products.

Data Warehouse

Stores and processes enterprise data.

Activates trusted enterprise data as reusable, governed data products for business teams and AI.

ETL / Pipeline Tools

Moves, transforms and prepares data.

Manages the business data product lifecycle beyond technical pipelines, including ownership, governance, reuse and consumption.

Semantic Layer

Defines consistent business meaning and metrics.

Embeds business semantics into governed data products that can be reused across decisions, analytics and AI.

AI Platforms

Runs models, agents and AI-assisted workflows.

Supplies trusted, governed, fit-for-purpose data products that AI systems can safely consume.

No rip and replace

Latttice works alongside your existing platforms, including Snowflake, Databricks, Microsoft Fabric, Collibra and other enterprise data investments. It helps activate trusted data for business use without forcing organizations to rebuild their technology landscape.

Where Latttice fits

Enterprise Data Platforms

Snowflake · Databricks · Fabric · Collibra · Other Sources

↓

Latttice

AI-powered Data Product Workbench

↓

Trusted Data Products

Governed · Reusable · Business-led · Fit for purpose

↓

Consumption

Business Decisions · Analytics · Applications · AI Agents

How it fits into the Decision-Driven Enterprise

Latttice is the operating engine of the Decision-Driven Enterprise. The Insights explains the methodology. Latttice and Lenz are how that methodology is delivered in practice — turning trusted data products into better decisions at scale.