The Data Product Workbench, enabling the AI-native enterprise
Latttice is the operational, governance-aware workbench where enterprise teams design, govern, publish, and activate trusted data products, beyond catalogs, beyond mesh, beyond stand-alone AI.
Business teams are still waiting for trusted data.
Enterprises have invested heavily in cloud platforms, governance tools, analytics, and AI. But business teams still depend on technical delivery queues, governance often remains disconnected from day-to-day use, and AI initiatives struggle without trusted, reusable data products.
Business teams wait too long
Every new metric, dashboard, or dataset funnels through engineering and analytics queues, slowing decisions and frustrating the people closest to the business.
Governance is passive
Catalogs, policies, and lineage live in tools no one opens. Governance becomes a paperwork exercise instead of a guardrail applied at the moment data is used.
AI lacks trusted inputs
Copilots and agents are only as good as the data behind them. Without curated, governed data products, AI initiatives stall on quality, ambiguity, and risk.
The problem is no longer finding data. The problem is making it decision-ready.
Latttice turns governed data into decision-ready data products.
One AI-native workbench for the entire data product lifecycle, from raw enterprise data to trusted products that business teams can actually use.
Reach existing enterprise platforms, cloud warehouses, lakes, on-prem systems, SaaS apps, without rip-and-replace.
Surface trusted, relevant data across the enterprise with AI-assisted search and lineage.
Model and assemble data products visually with AI assistance, no SQL, no pipelines, no tickets.
Embed quality, privacy, purpose, and policy directly into the product lifecycle, enforced by default.
Release versioned, certified data products to a marketplace built for reuse across teams.
Activate products wherever work happens, AI, BI, APIs, Slack, and conversational interfaces.
Trusted data products meet users where they already work.
Explore the data product lifecycle, stage by stage.
Hover or select a stage to see the workflow, governance enforcement, and operating signals at each step.
Quality, privacy, and purpose enforced by default.
Embed RBAC, ABAC and fine-grained controls directly in the product. Policies evaluated at query time with full lineage and auditability.
Latttice in action
Short demos of the workbench at work, building data products, governing them in real time, and querying them in natural language.
Rapid Data Product Creation
Watch a live demonstration of how easily business users can define, integrate, and deploy trusted data products in minutes, without writing a single line of code. Even on the cell!
Empowering Business Decisions
Now you can analyze your trusted, and governed data wherever you work, using LattticeGPT.
Data Products + AI Models
Is your organization deploying AI models in varying technologies and various degrees of governance? How do you enable these to be used effectively? Easy. Register the model in Latttice, and include in data products with ease. Check out the demo.
Complex Transformations
A feature that is constantly requested from our customers is the ability to add components to a data product that are not available in the source data or source pipelines. By providing this feature also ensures that these new elements can be centrally governed, rather than being "lost" in the user layer. Check out the demo.
A category-defining workbench for the AI-native enterprise.
Latttice unifies design, governance, publishing, and activation of trusted data products in one operational workbench — not another catalog, mesh layer, or AI bolt-on.
Replace fragmented tooling with a single workbench.
Deliver trusted data products in minutes, not months.
Cut the cost of building and operating data products.
Measurable impact on the way your enterprise delivers data.
Latttice is evaluated against the outcomes that matter to data, governance, and AI leaders, delivery effort, time-to-trust, and the reuse of certified data across the enterprise.
Outcomes reflect ranges observed across enterprise engagements where Latttice replaces fragmented authoring, governance, and access workflows with a single operating layer for data products. Realized impact varies by domain maturity, data landscape, and governance model.
Consolidate fragmented modeling, governance, and publishing work into a single workbench operated by the teams closest to the data.
Replace multi-quarter engineering cycles with guided, governed authoring, production-ready data products in a single working session.
Policy, lineage, and ownership are applied at creation, so consumers, and AI agents, get access on day one without compliance trade-offs.
Eliminate the long tail of pipeline, modeling, and access requests that consume central data teams without producing differentiated value.
Certified, contextual data products replace one-off extracts, the same trusted source powers analytics, applications, and AI consistently.
One workbench. Everything you need to publish a trusted data product.
Latttice unifies discovery, modeling, governance, sharing, and AI access into a single AI-native workbench, so business teams can move from question to trusted data product in minutes.
Design, build, and govern data products without code.
A familiar, AI-assisted experience for the people who own the questions, analysts, product owners, and domain experts. No SQL, no pipelines, no waiting on engineering.
Quality, privacy, and policy enforced at every step.
Active Governance turns metadata and policy into executable behavior, so every data product is trusted, compliant, and ready for analytics and AI by default.
Governance built into every data product.
Latttice turns governance from documentation into execution, policies are enforced where data is produced, shared, and consumed, not stored in a catalog no one reads.
- Policies execute at point of use, every query, every API, every share.
- Audit-ready evidence generated automatically for every access.
- Aligned with SOC 2, GDPR, HIPAA, and internal compliance frameworks.
Clear accountability for every product, domain, and dataset.
End-to-end traceability from source systems to point of use.
Role-based access tied to identity providers and org structure.
Attribute-based policies that adapt to user, context, and purpose.
Row, column, and cell-level controls, enforced at query time.
Active policies executed in real time, not buried in a catalog.
Automatic tagging of PII, PHI, financial, and regulated data.
Quantified confidence based on quality, freshness, and usage signals.
Signals that flag whether a product is safe and reliable for AI use.
Lifecycle stage and adoption metrics for every published product.
AI starts with trusted data products.
AI agents and models need governed, contextual, reusable data to deliver reliable outcomes. Latttice helps enterprises create AI-ready data products with ownership, lineage, quality, trust, policy, and governance built in.
Curated, contextual, and certified, designed to be consumed by models and agents, not just dashboards.
Every input to a model carries policy, purpose, and consent, enforced at query time.
Trace every AI output back to the data products, sources, and transformations behind it.
Quantified confidence so teams know which products are safe to ground AI on.
Shared, versioned context that AI agents can call, instead of re-built for every use case.
Built for every team responsible for trusted data outcomes.
One workbench, five teams, aligned around the same trusted data products.
Business domain teams
Long waits for engineering tickets and brittle spreadsheets to answer everyday questions.
Create and own trusted data products in a no-code, AI-assisted workbench.
Self-serve answers in minutes, with confidence in the numbers.
Governance teams
Policies live in catalogs and slide decks, disconnected from how data is actually used.
Embed ownership, classification, and access policies directly into every product.
Active enforcement and audit-ready evidence by default.
Data platform teams
Endless backlog of one-off requests for pipelines, models, and access changes.
Standardize delivery on data products so business teams self-serve safely.
Reduced backlog and a scalable foundation for reuse.
Analytics teams
Recreating the same datasets across dashboards and tools, with no single source of truth.
Discover, certify, and reuse trusted products across BI, notebooks, and APIs.
Faster insights and consistent metrics across the business.
AI teams
AI initiatives stall without trusted, well-governed inputs models can rely on.
Feed agents and models with AI-ready data products that carry trust and lineage.
Production-grade AI built on data the business already trusts.
Powering high-value decisions across regulated industries.
From the boardroom to the front line, trusted, AI-ready data products built for the industries where every decision counts.
Patient-centric decisions with governed clinical data.
Better outcomes and faster, compliant access to sensitive data.
Trusted customer data for every channel and model.
Personalized experiences and AI decisioning grounded in audited data.
Accelerate research with governed scientific data.
Faster discovery cycles with full lineage and compliance.
Smarter underwriting and claims with reusable data products.
Lower loss ratios and faster, fairer decisions powered by AI.
Operational intelligence across assets, sites, and supply.
Safer, more efficient operations driven by trusted operational data.
Real-time decisions across networks, fleets, and shipments.
Reduced cost-to-serve and predictive, AI-powered routing.
Walk a real scenario through Latttice with our team.
Pick a use case, bring your governance posture, and see the full lifecycle, connect, create, govern, publish, use, in one session.
Built for the modern enterprise ecosystem.
Latttice works with the platforms you already have, no rip-and-replace, no migration. Connect to your existing data, governance, and analytics stack and start producing trusted data products from day one.