Maxa
Aviation MRO Data Integration

Turn your Aviation MRO data into decision fuel

Maxa harmonizes your MRO data with your fianancial and operational systems to give aviation MRO and aftermarket businesses a single, trusted source of truth

Trusted by regional airlines and aviation MROs

SK AeroSafety Group
AJW
Safran

How Maxa Works

A single source of truth across locations and systems surrounding your MRO data

When your MRO operations, parts distribution, and compliance workflows sir in silos apart from your financial data living in accounting platforms, your parts pricing sitting in spreadsheets, and your operational KPIs being rebuilt manually every month, decisions slow down

Concentric semicircle diagram centered on the logo, illustrating its integration ecosystem with ten partner logos arranged in radiating arcs: Salesforce and Infor in the outermost arc, Workday and SAP in the next, Oracle NetSuite and Intuit QuickBooks on the far edges, Syncron and Arcadium in an inner arc, and Samsara and Paylocity in the innermost arc.

Unify & Harmonize

Unify & harmonize your MRO data and your other operational systems into a single source of truth. Power your reporting, dashboards and AI analytics.

Karmak Income Statement dashboard with a P&L summary table comparing Actual versus Prior Year across Sales, Cost of Sales, Gross Profit, Other Revenue, Other Expenses, and Net Profit, two donut charts for Gross Profit and Net Profit composition, and a Sales Over Time bar and line chart tracking monthly Actual, Prior Year, Gross Profit percentage, and Net Profit percentage across 2025, filterable by Fiscal Period, Region, Branch, Department, and Category levels 2–4.

Maxa Dashboards

Turn MRO systems data and surrounding systems into clear, reliable dashboards your team can actually use. Give finance, ops, and leadership a shared view of performance across locations, departments, and workflows.

Karmak AI-powered Aged Inventory Analysis response showing a natural language answer to the question 'How much cash is trapped in aged or slow-moving inventory,' with inline Calculated and Reasoned badges highlighting data-derived versus AI-reasoned insights, Key Findings, and a Recommendation section, with tabs to switch between Answer, Chart, and Table views.

Maxa Analyst

All your important data on speed dial. Get robust, auditable analysis in seconds, with the financial and operational acumen you expect.

Built for every role in your organization

Executive Leadership

Enterprise visibility across locations, profitability, and execution

CFO / Controller / FP&A

Close faster, report with confidence, and stop reconciling financials against spreadsheets. Maxa gives you one model with your revenue, cost, and margin logic baked in.

Parts & Distribution Manager

Understand inventory exposure, aging stock, and customer demand patterns.

Operations Director / MRO Manager

Track turnaround time, shop capacity, work order profitability, and parts availability across locations.

IT / Data Teams

Governed access with fewer ad hoc requests

Maxa and Karmak branded collage of four truck dealership professionals posing in a showroom, service bay, and office setting.

Unify & Harmonize

Bring your MRO data together with all your financial and operational systems.

Maxa's AI ready data model creates one source of truth powering all of your reporting, analytics and AI.

Diagram showing MRO data integration ecosystem, with partner logos including Salesforce, Workday, SAP, Oracle NetSuite, Syncron, Arcadium, Procede, Intuit QuickBooks, Samsara, and Paylocity arranged in a semicircle.

Unify & harmonize your MRO data with your other operational systems for a single source of truth.

Data Harmonization

Bring ERP, CRM, finance, and operational systems together by restructuring transactions and events to mirror how your business actually runs.

No more consolidating different versions of "bookings," "margin," or "inventory" across teams. The logic you sweat over in spreadsheets (joins, mappings, definitions... ) gets embedded in the model once, instead of being rebuilt for every new ask.

4D Business Data Model

Our 4D data model is designed for all financial and operational systems of record: it is easier to understand for business users and is extremely well suited for Generative AI Large Language Models.

LLMs need context to reason properly, and need a mechanism to rapidly understand business processes captured in data.

Dashboard & Reports

See Maxa in action with your MRO data

Explore dashboards and reports built for regional airlines and aviation MROs.

Balance Sheet Account Details dashboard for 2023, showing a 'Total Actual by Branch' bar chart with 11 branches on the left, and a transaction detail table on the right with columns for Transaction ID, Category, GL Account, Post Date, Fiscal Period, Branch Name, Department, Previous Month Actual, and Amount, filterable by Year, Month, GL Account, Branch, and Department.

Balance Sheet Account Details

Explore individual balance sheet transactions at the GL account level with full facility, department, fiscal period, and amount detail, alongside a facility-level summary bar chart for quick context across your MRO network.

Karmak Balance Sheet dashboard with summary tiles for Assets, Liabilities, Equity, and Liabilities & Equity, an itemized Assets panel, a Liabilities & Equity breakdown by branch, and an Actual Trending bar chart at the bottom, filterable by Year, Month, Region, Branch, Department, and GL Account.

Balance Sheet Summary

Monitor your dealership's financial position with a consolidated assets, liabilities, and equity summary, a 13-month asset trending chart, and a branch-level liabilities breakdown.

Customer Service Charges drill-through table showing individual revenue transactions with columns for Transaction ID, Post Date, Branch, Department, Account Type, Category levels 2–4, GL Account, and Journal Reference, filtered to 2025 across multiple branch regions.

Direct Maintenance Cost Insights

Break down direct maintenance cost with headline KPIs and an interactive Sankey-style view by cost type (labor, parts, outside services), facility, and work order category, plus a bubble chart plotting cost against labor hours by location.

Karmak Financial Trend dashboard with KPI summary tiles on the left for Sales, Cost of Sales, Gross Profit, Other Revenue, Other Expenses, Net Profit, and related percentages, a Net Profit line chart trending across fiscal quarters at the top, and a branch-segmented flow chart below, both spanning November 2024 through October 2025, filterable by Fiscal Period, Region, Branch, Department, and Category levels 2–4.

Financial Trend

Track the monthly trajectory of key financial metrics including sales, costs, gross profit, and net profit, with a dynamic trend line and a Sankey-style flow chart showing revenue distribution across branches and departments.

Karmak GL Transaction Details drill-through table listing journal entries with columns for Journal Reference, Transaction Date, Post Date, Branch, Department, Category levels 2–4, GL Account, and Transaction Description, filterable by Fiscal Period, Region, Branch, Department, and Category levels 2–4.

GL Transaction Details

Access a complete general ledger transaction log with journal reference, dates, branch, department, category hierarchy, and GL account to support reconciliation and compliance across the organization.

Karmak Inventory Dashboard showing KPI tiles for on-hand value, quantities on hand, committed, available, on order, and backorder, an Inventory Breakdown sankey chart segmented by Part Type, Branch, and Supplier, and an On Hand Inventory bubble chart plotting quantity versus value by branch, filterable by Backorder, Region, Branch, Supplier, Part Number, Part Type, and Stock Status.

Inventory Optimization

Analyze parts inventory aging across six time-based thresholds by facility, with a detail table of individual parts by supplier, part type, and stock status — surfacing slow-moving, obsolete, and write-down candidates before they hit the balance sheet.

Inventory Value Details dashboard with a stacked bar chart showing on-hand inventory by branch segmented by age threshold, and a parts detail table listing Supplier Name, Part Number, Description, Part Type, Branch, and Stock Status, filterable by Backorder, Region, Branch, Supplier, Part Number, Part Type, Stock Status, and inventory age range.

Maintenance Management

Monitor open and recently-closed work orders with KPIs on turnaround time, labor hours, parts consumption, and outside-service spend, with drill-down from the shop floor view to the individual task card and technician.

Margin Analysis

Review margin at the work order, customer, service line, and facility level — with drill-through into the labor, parts, and outside-service costs that drive each job's contribution, so you can spot unprofitable programs and price with confidence.

Karmak P&L Detail View dashboard with a Net Profit breakdown by branch panel on the left, and an expandable account-level table on the right showing Actual, Prior Year, Variance, and Variance Percentage columns across Sales, Cost of Sales, Other Revenue, Other Expenses, and Net Profit tabs, filterable by Fiscal Period, Region, Branch, Department, and Category levels 2–4.

P&L Detail View

Explore P&L performance at the facility and GL account level with an expandable income statement that lets you toggle across revenue, expenses, and profit views to pinpoint exactly where variances are occurring — by base, service line, or customer program.

Karmak Income Statement dashboard with a P&L summary table comparing Actual versus Prior Year across Sales, Cost of Sales, Gross Profit, Other Revenue, Other Expenses, and Net Profit, two donut charts for Gross Profit and Net Profit composition, and a Sales Over Time bar and line chart tracking monthly Actual, Prior Year, Gross Profit percentage, and Net Profit percentage across 2025, filterable by Fiscal Period, Region, Branch, Department, and Category levels 2–4.

P&L Summary

Review your full income statement with actual vs. prior-year variance analysis, gross and net profit donut charts, and a monthly trend chart tracking revenue and profitability percentages across the MRO operation.

Karmak Parts Invoice Details dashboard with a transaction table showing Invoice Number, Order Number, Creation Date, Invoice Date, Parts Accounting, Channel, Source, Branch, and Invoice User columns, a filter panel on the left for Creation Date, Order Number, Source, Parts Accounting, Region, and Branch, and a top filter bar with options for Invoice Period, Invoice Number, Invoice User, Sales Person, Supplier, Part Numbers, Customer, Order Status, Order Type, Industry Type, Part Type, Item Type, and Customer Price Type.

Parts Invoice Details

Drill into every parts invoice at the transaction level with full billing detail, filterable by region, facility, order number, customer, and parts accounting category: ready for AR review, audit, or customer dispute resolution.

Karmak Parts Sales Order dashboard with a Year-over-Year and Month-over-Month comparison table for Part Numbers, Total Pieces, Total Sales, Total Cost, Gross Profit, and Gross Profit percentage, month and fiscal year progression bars, and a Total Sales Month Over Month bar chart comparing MTD versus Prior Year with Gross Profit percentage overlay, filterable by Order Status, Invoice User, Sales Person, Supplier, Part Numbers, Customer, Invoice Month, Invoice Year, Branch, Order Type, Industry Type, Part Type, Item Type, and Customer Price Type.

Parts Sales Summary

Track year-over-year and month-over-month parts sales performance with KPIs across sales, cost, gross profit, and margin, with monthly trend charts and real-time fiscal year pacing indicators.

Karmak Truck Sales geographic heatmap showing Gross Profit by Sale Type plotted as color-coded bubbles across a US map, with a Sale Type legend on the left, a Ship To Region ranked table on the right, and metric toggle tabs for Units Sold, Sales, Cost, Gross Profit, and GP%, filterable by Invoice Date, Branch, Department, Customer, Sales Rep, Sale Type, Inventory Type, Model, Deal Number, VIN, Item Description, Item Type, Ship to Region, Availability Status, and Make.

Sales Heatmap

Visualize gross profit geographically across a global map with color-coded overlays by service line and customer region, complemented by a ranked regional summary table to identify high-value markets and underperforming territories.

Karmak Truck Sales Summary dashboard for 2024 with category tiles for New Truck, Trailer, Used Truck, and Wrecker Sales, and three side-by-side horizontal bar charts breaking down Sales by Sale Type, Sales by Make, and Sales by Model, with metric toggle tabs for Units Sold, Sales, Cost, Gross Profit, and GP%, filterable by Invoice Date, Branch, Department, Inventory Type, Customer, Sales Rep, Sale Type, Make, Deal Number, Item Type, VIN, Item Description, Ship to Region, Model, and Availability Status.

Sales Summary

See total service and component revenue segmented by service line — heavy maintenance, line maintenance, component MRO, engine work, parts distribution — with breakdowns by customer, aircraft/platform, and service type to pinpoint where revenue is coming from.

Karmak Truck Sales Trend dashboard for 2024 with KPI tiles for Units Sold, Sales, Cost, Gross Profit, and GP%, a monthly Sales by Branch area chart across 2025 with rolling average, a Sales Rep Performance table showing Units Sold, Sales, Gross Profit, GP%, Monthly Average, and R12 Average, and a Customer Sales table with the same metrics, filterable by Invoice Date, Branch, Department, Customer, Sales Rep, Sale Type, Inventory Type, Model, Deal Number, VIN, Item Description, Item Type, Ship to Region, Availability Status, and Make.

Sales Trend

Analyze monthly truck sales by branch with a rolling average trend chart, plus side-by-side Sales Rep Performance and Customer Sales tables showing units sold, gross profit, GP%, and R12 averages.

Compare estimated vs. actual labor hours across facilities and work order types,

Technician Efficiency

Compare estimated vs. actual labor hours across facilities and work order types, with headline KPIs on clock hours, bill hours, and productivity ratios, plus a breakdown by shop and work center to surface capacity and utilization issues.

Rank technicians by billable hours, efficiency vs. estimate, and warranty rework rate,

Technician Performance

Rank technicians by billable hours, efficiency vs. estimate, and warranty rework rate, with a detail table of individual work orders and task cards to guide coaching, scheduling, and staffing decisions.

Track warranty claim volume, cost recovered, and rejection rate by part, vendor, customer, and facility,

Warranty Management

Track warranty claim volume, cost recovered, and rejection rate by part, vendor, customer, and facility, with a status pipeline showing claims in-process, approved, and rejected — so revenue doesn't leak through uncollected warranty.

Monitor open work orders across facilities by status, aging, and turnaround time,

Work in Progress

Monitor open work orders across facilities by status, aging, and turnaround time, with a detail table surfacing jobs at risk of overrun and the labor, parts, and outside-service cost already committed against each.

Work Order Inflow and Outflow

Compare work orders opened versus work orders closed by facility and period, with estimated vs. actual hours shown side-by-side — revealing capacity constraints, backlog build-up, and scheduling gaps before they impact customer turnaround.

Maxa Analyst

Answers with receipts. Across all your systems. In under 60 seconds.

Your AI-powered analyst that delivers instant, auditable insights from all your MRO data. No SQL, not waiting, just evidence-backed answers in seconds.

Decisions backed by facts, not hallucinations.

Maxa Analyst interface responding to a natural language question about aged inventory, displaying an Aged Inventory Analysis with Key Findings and a Recommendation, inline Calculated and Reasoned badges distinguishing data-derived from AI-interpreted insights, and Answer, Chart, and Table view tabs.

Maxa doesn't just giving you the numbers, it gives you finance-driven contextual insights.

Find answers to your MRO Data integration questions

No. Maxa sits alongside your MRO platform and enhances it. Whether you run Trax, AMOS, Quantum Control, Ramco Aviation, CORRIDOR, or another aviation M&E system, it remains your system of record for work orders, parts inventory, airworthiness records, and compliance transactions. Maxa unifies that data with your financials and surrounding operational systems, then puts a harmonized, AI-ready analytics and reporting layer on top of the combined data.

Maxa unifies your MRO platform with your other financial and operational systems into a single source of truth — including accounting platforms (QuickBooks, Sage Intacct, NetSuite, Microsoft Dynamics, SAP, Workday), parts marketplaces (ILS, PartsBase, Aeroxchange), CRM (Salesforce, HubSpot), and any additional data sources you rely on. This means cross-system reporting without manual exports or custom integration work.

Most aviation MRO customers are in production in approximately 60 days. Maxa's implementation team handles the data harmonization and embeds your business logic, your finance and operations teams validate, they don't rebuild. No custom data pipelines, no multi-quarter consulting engagement.

Maxa unifies, harmonizes, and enriches your MRO and financial data inside your own Snowflake account. Raw transactions are restructured to mirror how your business actually runs, your KPI definitions and business logic are embedded once, and the resulting AI-ready data model powers dashboards, automated reporting, and conversational analytics. Your data never leaves your environment. No third-party storage, no data sharing.

The integration supports pre-built dashboards and reports (P&L, balance sheet, financial trend, work order profitability, parts inventory and optimization, technician performance, warranty management, work in progress, direct maintenance cost, and more), conversational AI analysis via Maxa Analyst, automated report generation, and ad hoc queries across your MRO platform and any connected financial or operational system.

The integration is designed for aviation MROs, regional airlines, and aftermarket distributors running any major aviation M&E platform — Trax, AMOS, Quantum Control, Ramco Aviation, CORRIDOR, and others. It delivers value to Executive Leadership (enterprise visibility across locations, profitability, and execution), CFOs / Controllers / FP&A (faster close, defensible reporting), Parts & Distribution Managers (inventory exposure, aging stock, demand patterns), Operations Directors / MRO Managers (turnaround time, shop capacity, work order profitability, parts availability), and IT / Data teams (governed access with fewer ad hoc requests).

Maxa tracks the KPIs aviation MROs care most about: turnaround time, shop capacity and utilization, work order profitability and margin, labor hours (estimated vs. actual), technician efficiency, direct maintenance cost, parts availability and aging, inventory value and turns, warranty performance, customer on-time performance, and the full financial picture (revenue, COGS, gross profit, net profit, balance sheet) — all harmonized across facilities and entities regardless of the underlying MRO platform.

Yes. Every KPI, chart, and AI-generated answer in Maxa is auditable and drillable. A user can start at a group-level P&L or a turnaround time metric and click all the way down to the individual work order, part number, GL transaction, or invoice that drives it — with full data lineage and supporting records.

Yes. Maxa Analyst is a conversational AI analyst that lets finance, operations, and MRO leaders ask free-form questions and get evidence-backed answers in under 60 seconds — no SQL, no waiting on a pre-built report. Answers come with supporting data and visualizations that export to spreadsheets, slides, or shared dashboards with a single click.

Yes. Maxa Analyst is deterministic and fact-based, not generic LLM guesswork. Every number it surfaces is traceable back to the source transaction with full data lineage and supporting records. Auditable, finance-grade reasoning is a core design principle — which is why regional airlines, MROs, and aftermarket distributors use Maxa for answers they can defend in front of auditors, boards, and customers.

Your MRO platform's native reporting is powerful for operational views inside the system itself. Maxa goes further in three ways:

1. It unifies your MRO system with your financial systems and other operational data for a single, consolidated view across the business.

2. It embeds your KPIs, margin definitions, and business logic once — so every user sees the same numbers, the same way.

3. It lets any user ask free-form questions and get auditable, drill-through answers in seconds, without waiting on a pre-built report or a SQL expert.

Yes. Maxa was built for MROs running multiple shops, line stations, subsidiaries, and legal entities across regions — including organizations running different M&E systems at different sites (for example, Trax at one base and AMOS at another). It standardizes charts of accounts, normalizes currencies, and harmonizes work order and inventory data across sites — giving leadership a single, enterprise-wide view with full drill-down to a specific facility, work order, part number, or GL entry.

Not a blocker. Maxa's implementation team can assist with landing your MRO and surrounding system data into Snowflake as part of the engagement. You do not need a pre-existing Snowflake environment to get started.

See Maxa in action with your MRO data