Latttice — the Data Product Workbench for Collibra, now on the Collibra MarketplaceLatttice — the Data Product Workbench for Snowflake70% Less Complexity with LattticeDeliver Trusted Data 80% FasterLower the Cost of Building and Operating Data Products by 70%Latttice is available where business teams work — Slack, Excel, LattticeGPTLatttice the Data Product Workbench brings trusted, fit-for-purpose data to the point of decisionsLatttice the Data Product Workbench is the bridge between the Business and Data TeamsLatttice delivers active governance at the point of data access, so trusted data products are created, controlled, and used with confidenceDesigned in North Carolina, USA
Industries/Manufacturing
Manufacturing Data Product Platform

When a machine fails, everything stops. Turn data into answers, instantly — before issues become problems.

From machine signals to supply chain events, Latttice brings your manufacturing data together into trusted data products so teams can detect issues earlier, respond faster, and keep operations running smoothly.

Latttice turns your data into answers, instantly.

Before issues become problems.

It usually starts the same way.

A machine fails without warning and everything stops. A delay ripples through production, impacting everything downstream, while a recall takes longer than it should because the root cause isn't immediately clear.

The data was there. But not when it mattered.

Proven Business Impact

What changes when data becomes usable

See issues as they happen, not after the fact

Understand what's going wrong across machines and systems instantly

Automated Data Access

Bring machine and system data together in seconds

Self-Service Analytics

Ask questions and get answers, without waiting

See the workbench

Reduce machine failures before they happen

This is where it starts. Machine data is everywhere — SCADA systems, PLC logs, sensors — but it rarely comes together in time to act.

Supply Chain Traceability, End-to-End Recall Readiness

Latttice unifies supplier shipments, production records, and IoT telemetry into a single trusted supply chain data product. LattticeGPT lets manufacturing teams surface high-risk batches from quality, temperature, and delay signals and trace any batch across every location and event in seconds — for faster recalls and complete operational visibility.

Predictive Maintenance, Reduce Downtime by 20%+

Latttice unifies SCADA systems, PLC logs, and vibration sensor data into a trusted machine health data product. LattticeGPT lets teams detect anomalies early, identify failure risks, and analyze results in natural language — cutting unplanned downtime by more than 20% and keeping operations running reliably.

Why manufacturing leaders choose Latttice

From fragmented systems to clear, actionable answers — without changing your stack.

No complex rebuilds. No disruption. Latttice connects to your existing systems and brings your data together into a single, trusted layer that teams can access, combine, and turn into answers instantly.

See Issues As They Happen

Understand what's going wrong across machines and systems instantly — not after the fact.

Automated Data Access

Bring machine and system data — SCADA, PLC, sensors, ERP — together in seconds across every plant.

Self-Service Analytics

Ask questions and get answers without waiting on engineering or IT backlogs.

From fragmented manufacturing systems to clear, actionable operational decisions
Manufacturing use cases

Trusted data products. Real outcomes across the plant floor.

Predictive Maintenance

Machine data is everywhere — SCADA, PLCs, sensors. But it rarely comes together in time to act. Reduce machine failures before they happen.

Data sources
  • SCADA historian
  • PLC logs
  • Vibration sensors
How it works

Connect → Data Product → Anomaly Detection → Agent → Alert Dashboard. Bring machine and system data together into a unified asset health data product, then let AI agents detect anomalies and trigger proactive maintenance before failures occur.

Outcome

20%+ reduction in downtime — before failures happen.

Supply Chain Visibility & Traceability

From blind spots to full supply chain visibility. When something goes wrong, teams don't need more dashboards — they need answers.

Data sources
  • Supplier TMS feeds
  • On-prem databases
  • IoT tags
How it works

Federated data mesh across plants → real-time batch-level traceability. Identify high-risk batches instantly, trace any product across its full journey in seconds, and respond faster with complete confidence.

Outcome

No more digging through dashboards. No more manual investigation. Just answers.

Quality Optimization

Improve quality and reduce defects across production with AI-powered quality data products.

Data sources
  • Quality inspection images
  • Batch records
  • ERP history
How it works

Automated data ingestion → model integration → exception reporting. Bring inspection, batch, and ERP data into a unified quality data product and let AI agents monitor quality across production in real time.

Outcome

15% fewer defects through AI-powered quality optimization.

Plant Performance & OEE

Connect production, equipment, and operations data into a single trusted layer for real-time plant performance visibility.

Data sources
  • Production schedules
  • Equipment telemetry
  • Operations logs
  • ERP and MES systems
How it works

Connect plant systems into a unified performance data product → monitor OEE, throughput, and bottlenecks in real time → surface improvement opportunities with LattticeGPT in natural language.

Outcome

Consistent performance across plants and faster operational decisions.

What's powering this behind the scenes

Built to work with your existing systems — not replace them.

Latttice connects across your data ecosystem to deliver trusted, governed data products, without changing your existing systems. From fragmented systems… to clear, actionable answers.

Pre-Built Connectors

ERP and manufacturing systems, production and quality platforms, and real-time data streams and IoT devices.

Workbench Core

Connect and organize data across systems, maintain trusted, governed data products, and ensure consistency and control across teams.

AI Agents

Detect risks and anomalies early, monitor quality across production, and identify opportunities to improve performance.

Security & Compliance

Role-based and attribute-based access controls, fine-grained data permissions, built-in data quality checks, and privacy automation.

Consumption Layer

Ask questions in natural language and get answers instantly, automated alerts for critical events, and API integrations for downstream tools — secure, governed, and designed for real-world use.

Latttice manufacturing data product architecture — connectors, AI agents, and consumption layer

Latttice connects to your existing enterprise, cloud, and operational data systems, then turns manufacturing data into governed data products that support plant performance, predictive maintenance, quality traceability, supply chain visibility, and digital / AI operations.

Customer success story

Tier-1 Automotive Parts Manufacturer — bringing visibility across 4 plants.

A unified Pin Board gives plant managers, maintenance, and operations teams one place to monitor equipment health, production performance, and supplier risk across every plant — on any device.

Latttice Pin Board shown on laptop and mobile — plant performance, equipment health, supplier risk, production output, quality trends, and maintenance actions in one governed view
Latttice Pin Board brings plant performance, equipment health, supplier risk, production output, quality trends, and maintenance actions into one governed view across every plant.
The Challenge
  • Data trapped across disconnected systems
  • Inconsistent performance across plants
  • Days lost to manual reporting
What Changed
  • Connected data across plants using Latttice
  • Enabled predictive maintenance across equipment
  • Created a unified, trusted data layer
The Results
  • 35% increase in uptime
  • ROI achieved in 4 months
  • From disconnected data to clear answers across every plant
Business value

Unified plant visibility, less downtime, and faster, more confident decisions — delivered with enterprise-grade governance and measurable ROI in months, not years.

Executive engagement

Assess Your Manufacturing Data Readiness

Where is your organization on the journey from fragmented manufacturing systems to trusted data products driving confident operational decisions?

Manufacturing transformation starts by understanding where operational data breaks down, how much time is spent reconciling data across systems, and whether teams can trust the data quickly enough to act across production, maintenance, quality, supply chain, plant performance, and leadership decisions.

Use this executive assessment to identify where your organization sits today and what becomes possible when operations, plant managers, maintenance teams, quality leaders, supply chain teams, leadership, and data teams work from trusted, governed manufacturing data products.

Executive Visual Journey
Executive Visual Journey — from fragmented manufacturing systems to trusted operational decisions

From Fragmented Manufacturing Systems to Trusted Operational Decisions

A downloadable internal briefing asset for executives, plant leaders, operations teams, maintenance teams, quality leaders, supply chain teams, transformation sponsors, and data leaders to explain how Latttice moves manufacturing teams from fragmented systems to trusted, governed data products and confident operational decisions.

Free download.No form. No email required.
Executive briefing PDF
Freely downloadable. Share internally with operations, maintenance, quality, supply chain, plant leadership, transformation, governance, and data teams.
Download Manufacturing Executive BriefingView Manufacturing Solution
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  1. 1

    Can your manufacturing teams access the operational data they need without relying on repeated manual extracts, reports, spreadsheets, or handoffs?

  2. 2

    Is your manufacturing data unified across SCADA, PLC logs, MES, ERP, quality systems, supplier feeds, batch records, maintenance logs, and equipment telemetry?

Executive reflection tool. Do not include sensitive, confidential, personal, customer, financial, or regulated information in your answers. Responses may be used in aggregated, non-identifiable form to help Data Tiles understand common industry challenges and improve future resources for our community and customers.

Deeper conversation

Want to Discuss Your Results?

Your assessment result is a starting point. If you would like to explore what this could look like inside your organization, you can request a deeper conversation with our team.

Speak with John Goode
Global Chief Revenue Officer

Best for executive conversations on strategy, commercial framing, and how Latttice supports manufacturing operations, operational resilience, governance, AI readiness, cost reduction, productivity, and leadership priorities across the enterprise.

Speak with Lili Marsh
Head of Partner & Customer Success

Best for practical conversations on adoption, onboarding, and how plant teams, operations, maintenance, quality, supply chain, leadership, and data teams work day-to-day with trusted manufacturing data products in Latttice.

Please do not include sensitive, confidential, personal, customer, financial, or regulated information in your email. Your details will only be used to respond to your inquiry.

Ready to Transform your Manufacturing Operations?

See Latttice Solutions in Action

Reducing delays, improving efficiency, this is just the start. See how Latttice is helping organizations turn fragmented data into trusted, decision-ready data products across every part of the business.

Explore Industry Solutions

From aviation to supply chain, manufacturing, and finance, see how teams are reducing delays, improving efficiency, and making faster, more confident decisions with trusted data.

Watch Industry Demo Series

Latttice Demonstration Series

See how Latttice enables business teams to access, govern, and use data instantly — without complexity, delays, or technical barriers.

Watch Latttice Demo Series

No complex setup. No rip and replace. Just access your data, and begin building trusted data products in minutes. Zero code needed.

Ready when you are

See Latttice with your own use case.

Bring us a business challenge, decision or data product idea. We'll show how Latttice can bring it to life using realistic synthetic data, without requiring access to your private data.

No sales pitch. Just a tailored demonstration for your scenario.

Start a Data Conversation

See what becomes possible when your data is finally accessible.

If your business could access trusted data instantly, what decisions would move faster?Latttice puts data products directly into the hands of the people who use them.

Start a Latttice Trial

Want to talk through your data product challenge?

Share where you are, what's blocking progress, and how trusted data products could help — we'll connect you with the right person on the Latttice team.

Let's Talk