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/Aviation
Latttice for Aviation

Run airline operations with clarity across every moving part.

Unify fleet, maintenance, crew, fuel, weather, flight, and operational data into trusted data products that help aviation teams reduce disruption, improve reliability, and make faster decisions.

Move from fragmented systems and delayed reporting to governed, reusable data products ready for operations, analytics, and AI.

Potential aviation outcomes

Trusted operational data products, applied where aviation decisions happen.

Illustrative outcomes when governed operational data products are applied at the point of decision.

30%
Fewer AOG events

Support predictive maintenance with reliable aircraft health data products.

5%
Fuel savings per flight

Bring fuel, weather, route, and aircraft performance signals together to identify efficiency opportunities.

15%
Fewer crew delays

Give operations teams a unified view across schedules, crew availability, and disruption signals.

The aviation data problem

Aviation does not lack data. It lacks trusted data at the moment decisions need to be made.

Airlines and aviation operators rely on complex networks of systems across maintenance, flight operations, crew scheduling, fuel management, customer disruption, safety, compliance, and partner operations. The challenge is that these signals often sit in different platforms, formats, and ownership models.

When teams cannot access reliable data quickly, decisions slow down. Maintenance becomes reactive. Crew disruption becomes harder to manage. Fuel optimization relies on partial information. Compliance preparation becomes manual. AI initiatives struggle because the underlying data is not connected, governed, or ready for use.

Latttice helps aviation teams turn fragmented operational data into governed, reusable data products that can be accessed, shared, analyzed, and used by AI with confidence.

From fragmented aviation systems to clear, actionable operational decisions
Why aviation leaders choose Latttice

A reliable data foundation for faster decisions across the operation.

Latttice gives aviation teams a governed data foundation for faster decisions across operations, maintenance, planning, governance, and AI.

Faster operational decisions

Let aviation teams ask questions, access decision-ready data products, and act without waiting for long reporting or data engineering cycles.

Unified fleet visibility

Bring aircraft health, MRO, telemetry, flight, fuel, and operational data into reusable data products that support planning and reliability.

Self-service for operations teams

Empower operations, maintenance, and planning teams to create and use data products without needing to be data engineers.

Governance built into use

Apply lineage, ownership, access rules, and policy controls directly to the data product so data can move safely across teams and partners.

Aviation data products built with Latttice

Trusted data products across the operational areas where decisions matter most.

Create governed, decision-ready data products across maintenance, fuel, crew, and compliance.

Predictive maintenance and aircraft health

Aircraft on Ground events create costly disruption, lost capacity, customer frustration, and operational pressure.

Data sources
  • ACMS and FDPS telemetry
  • Vibration and temperature sensors
  • Maintenance records
  • MRO data
How it works

Latttice unifies ACMS, FDPS, sensor telemetry, vibration and temperature signals, maintenance records, and MRO data into a governed aircraft health data product.

With LattticeGPT, teams can ask
Which aircraft are showing early risk signals?Which components need attention before the next maintenance window?Which maintenance events are most likely to cause disruption?
Outcome

Fewer AOG events, improved fleet reliability, and better maintenance planning.

Fuel optimization and flight efficiency

Fuel is one of aviation's largest operating costs, yet fuel decisions depend on data spread across many systems.

Data sources
  • Flight plans and routes
  • Aircraft performance data
  • Fuel burn logs
  • Weather, wind, and ATC conditions
How it works

Latttice brings these signals together into a governed fuel optimization data product. Operations and planning teams can analyze route efficiency, altitude patterns, fuel burn variation, and weather impact.

With LattticeGPT, teams can ask
Which routes are showing unnecessary fuel burn?How did weather and wind conditions affect fuel usage this week?Which aircraft or routes offer the greatest efficiency gains?
Outcome

Improved fuel efficiency, better route planning, and stronger operational cost control.

Crew scheduling and operational performance

Crew scheduling is one of the most complex operational areas in aviation, with disruption coming from many directions at once.

Data sources
  • Crew rosters and availability
  • Flight schedules
  • Disruption and delay data
  • Fatigue and compliance rules
How it works

Latttice unifies crew rosters, schedules, disruption data, availability, location, and operational performance signals into a governed crew scheduling data product.

With LattticeGPT, teams can ask
Which flights are at risk due to crew availability?Where are crew delays creating the largest operational impact?What patterns are causing repeated scheduling disruption?
Outcome

Fewer crew-related delays, stronger disruption management, and better operational resilience.

Regulatory compliance and traceability

Aviation organizations need traceable evidence across maintenance, safety, parts, operations, partner activity, and regulatory reporting.

Data sources
  • Maintenance logs and aircraft records
  • Parts traceability
  • Audit evidence
  • Safety events and operational history
How it works

Latttice creates governed compliance and traceability data products from maintenance logs, aircraft records, audit evidence, parts traceability, safety events, and operational history.

With LattticeGPT, teams can ask
Where is the audit evidence for this maintenance event?What is the traceability chain for this part?Which safety events need follow-up this period?
Outcome

Faster audit preparation, stronger traceability, and more confidence in the evidence behind operational and regulatory decisions.

See the workbench

See Latttice for Aviation in action

Explore how Latttice helps aviation teams create decision-ready data products for operations, AI, and governance.

Crew scheduling optimization

See how governed crew, schedule, and disruption data can support better operational decisions.

Fuel optimization

See how flight, fuel, weather, and aircraft performance data can be brought together to identify efficiency opportunities.

Predictive maintenance

See how aircraft health, sensor, and MRO data can support proactive maintenance planning.

How Latttice works

Built to connect across the aviation data ecosystem.

Latttice is designed to work with the aviation systems and data environments organizations already rely on. It helps teams create governed data products without a rip-and-replace approach.

Connect

Bring together maintenance, telemetry, crew, fuel, weather, flight, operational, and enterprise data.

Govern

Apply ownership, access rules, lineage, sensitivity controls, and policy at the data product level.

Activate

Use aviation data products through LattticeGPT, APIs, Excel, BI tools, operational workflows, and AI agents.

Scale

Reuse governed data products across maintenance, operations, safety, finance, planning, and partner ecosystems.

Latttice Data Product Workbench platform capabilities connecting source systems to governed aviation data products

The Latttice Data Product Workbench sits across your existing aviation, cloud, operational, and enterprise systems, providing the workbench capabilities to create, govern, share, and activate trusted data products for analytics, AI agents, collaboration, and operational decision-making.

Trusted data for aviation AI

AI in aviation needs trusted operational context.

AI can only support better aviation decisions when it is grounded in trusted, governed, contextual data. Latttice creates the data product foundation aviation teams need before AI can reason, recommend, or act with confidence.

By turning fragmented aviation data into governed data products, Latttice gives teams an AI-ready foundation for assisted analysis, operational questions, predictive workflows, and future AI agents.

Trusted inputs

AI works from governed data products, not disconnected extracts or unreliable reports.

Business context

Data products carry meaning, ownership, lineage, and operational relevance.

Governed access

Policies and controls are applied at the point of use, helping data move safely across teams and partners.

Decision-ready outputs

Teams move from asking questions to acting on operational data faster.

Governance and safety-critical trust

Governance built for safety-critical data decisions.

Aviation data is operationally sensitive, commercially valuable, and often safety-critical. Latttice helps aviation teams apply governance where it matters most: at the point of access, use, and decision.

Apply role-based access, attribute-based rules, lineage, auditability, data product ownership, and usage controls — so aviation organizations share data responsibly while maintaining confidence in who can access what, under which conditions, and for what purpose.

Role-based and attribute-based access controls
Data product ownership and stewardship
Lineage and traceability
Policy enforcement at the point of use
Secure sharing across teams and partners
Audit-ready evidence for operational and compliance needs
Illustrative aviation scenario

From disruption to decision-ready operations.

A low-cost carrier is experiencing recurring disruption across maintenance, crew scheduling, and fuel performance. Data exists across MRO platforms, aircraft telemetry, crew systems, flight plans, fuel logs, and operational reporting, but teams cannot easily bring it together in time to support daily decisions.

Using Latttice, the airline creates governed data products for aircraft health, crew scheduling, and fuel optimization. Operations teams can ask questions in plain language, maintenance teams can identify aircraft risk earlier, and planning teams can monitor fuel efficiency across routes.

Latttice Pin Board for aviation operations on laptop and mobile
Challenge
  • Recurring AOG disruption
  • Variable fuel performance across routes
  • Complex, reactive crew scheduling
Approach
  • Governed aircraft health data product
  • Crew scheduling data product
  • Fuel optimization data product
Potential outcomes
  • Fewer AOG events
  • Reduced crew-related delays
  • Improved fuel visibility and faster decisions
Illustrative scenario

This scenario is illustrative and is not a verified customer case study.

Executive engagement

Assess Your Aviation Data Readiness

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

Aviation 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 maintenance, crew scheduling, fuel optimization, operations, safety, and compliance.

Use this executive assessment to identify where your organization sits today and what becomes possible when operations, maintenance, planning, safety, compliance, leadership, and data teams work from trusted, governed aviation data products.

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

From Fragmented Aviation Systems to Trusted Operational Decisions

A downloadable internal briefing asset for executives, operations leaders, maintenance teams, safety teams, transformation sponsors, and data leaders to explain how Latttice moves aviation 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, crew planning, fuel, safety, compliance, leadership, and data teams.
Download Executive Visual JourneyView Aviation Solution
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  1. 1

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

  2. 2

    Is your aviation data unified across maintenance, aircraft telemetry, crew scheduling, fuel, flight operations, weather, safety, compliance, and enterprise systems?

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 aviation operations, operational resilience, governance, AI readiness, and leadership priorities across the enterprise.

Speak with Lili Marsh
Head of Partner & Customer Success

Best for practical conversations on adoption, onboarding, and how operations, maintenance, fuel, crew planning, safety, compliance, and data teams work day-to-day with trusted aviation 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.

Get started

Turn fragmented aviation data into trusted operational decisions.

Aviation is just one example of how Latttice transforms data access, governance, and decision-making across the enterprise.

Explore industry solution demos

Watch how Latttice supports real industry use cases across aviation, regulatory reporting, supply chain, healthcare, compliance, finance, and more.

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Trial Latttice free for 14 days. No credit card required. No payment during the trial. See how easy it is to unify aviation data, apply governance, and create data products your teams can use with confidence.

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Ready when you are

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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.

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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.

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