AI-driven data observability that stabilizes fast-moving retail processes with reliable, quality data, pipeline, and models.

[AI]nsure Trust
[AI]nsure Trust
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Unshakable Data Trust Across Tier-1 Enterprises
Helps maintain quality in pharmaceutical and compliance data
Improves manufacturing data monitoring for better process control
Monitors healthcare analytics for accuracy and compliance
Supports direct-to-consumer data pipelines in the winery space
Used by a global media company for maintaining analytics reliability
Ensures consistent viewer and media metrics
Enables reliable ecommerce analytics and operational reporting

AI Eyes On Every Data Incident, Signal, Shift, Pattern

Qualdo's agentic intelligence validates live data behavior, preventing unnoticed reliability gaps across cloud systems.

01
Inventory Signals

Qualdo verifies stock-level updates instantly to prevent mismatches across connected fulfillment systems.

02
Predictive Logic

Agentic AI anticipates suspicious data movements, identifying anomalies before they trigger incidents.

03
Schema Health

Qualdo continuously checks schema alignment, ensuring field structures stay consistent during every pipeline run.

Inventory Signals

Qualdo verifies stock-level updates instantly to prevent mismatches across connected fulfillment systems.

Predictive Logic

Agentic AI anticipates suspicious data movements, identifying anomalies before they trigger incidents.

Schema Health

Qualdo continuously checks schema alignment, ensuring field structures stay consistent during every pipeline run.

Channel Insight

Cross-channel data is validated in real time, keeping pipelines stable and dashboards accurate.

Alerts & Triage For Instant Data Clarity

Qualdo classifies issues by impact and urgency, guiding teams with analytics or AI-prioritized actions instantly.

Rank Issues
Rank Issues

Unified Dashboards With Reliability Scorecards

Qualdo consolidates pipeline health, data quality scores, and system-wide reliability into one coherent view.

Open Dashboard
Open Dashboard

Critical Events Deserve Intelligence, Not After-The-Fact Fixes

Observe high-velocity transactions at the source, preventing subtle defects from cascading across dependent systems.

Without Qualdo

Event:A customer makes a purchase

Sale is logged
Inventory mismatch
Duplicate profiles
Wrong dashboard
With

Event:A customer makes a purchase

Reliability Engineered For Velocity - In Minutes.

Retail-specific metrics to observe rapid pricing, inventory, and order updates for clean downstream signals during peak retail activity.

Strengthen Your Signals
Strengthen Your Signals

Data Reliability That Speaks for Itself

Largest Retail Chain
Real-Time Retail Data Control

After years of data discrepancy struggle between e-commerce and physical stores, we caught over 230 pricing mismatches in the first month, saving millions in revenue leakage.

Director of Data Engineering
Global Manufacturing Firm
Smart Manufacturing Monitoring

Qualdo-MQX across 12 facilities reduced material wastage by 23% and production downtime by 15%. The real-time validation rules helped our production efficiency

VP of Operations
Fortune 500 CPG Brand
Precise Demand Forecasting

The backbone of our demand planning infrastructure data is Qualdo-DRX; we identified seasonal data drift patterns and improved our forecast accuracy.

Data Science Lead
Global Manufacturer
ERP Data That Syncs

Our ERP used to be a mess, duplicate entries, mismatched invoices, and missing orders. With Qualdo-DRX, we detected them fast. Now, every department finally sees the same numbers, and the month-end close is stress-free.

Head of IT
Martech SaaS Company
Marketing Attribution Excellence

By monitoring 50+ ad platform data streams, Qualdo-MQX caught critical attribution errors that would have skewed our Q1 campaigns.

Head of Data Analytics
Global Logistics Provider
Supply Chain Precision

We instantly spot inconsistencies in shipment data, ETAs, and inventory levels, aiding in real-time data trust, from inventory tracking to logistics.

Supply Chain Director

Trust Layer Enabling Revenue-Critical Collaboration

Align cross-functional retail teams around consistent numbers, eliminating conflicting interpretations during revenue-critical moments.

Price Integrity

Detect conflicting price updates across POS, online channels, marketplaces, and promotions instantly.

Stock Accuracy

Identify incorrect stock counts before they escalate into costly stockouts or overstocks.

Forecast Stability

Highlight shifting demand signals that mislead planning, replenishment, and allocation decisions.

Identity Cleanliness

Correct duplicate, incomplete, or outdated profiles impacting personalization and CRM-driven experiences.

Price Integrity

Detect conflicting price updates across POS, online channels, marketplaces, and promotions instantly.

Stock Accuracy

Identify incorrect stock counts before they escalate into costly stockouts or overstocks.

Forecast Stability

Highlight shifting demand signals that mislead planning, replenishment, and allocation decisions.

Identity Cleanliness

Correct duplicate, incomplete, or outdated profiles impacting personalization and CRM-driven experiences.

Catalog Consistency

Validate product attributes, images, and availability across channels, ensuring updates are correct and in sync.

Order Reliability

Ensure every order event maintains accurate totals, statuses, and fulfillment readiness across systems.

Return Accuracy

Verify refund calculations and return events, preventing misreported revenue or inventory discrepancies.

Promo Alignment

Catch incorrect or expired promotions propagating through channels before customers see mismatches.

Unifying Retail Execution Through Data Readiness

Qualdo checks if operational updates move cleanly across systems, enabling smoother execution during high-impact retail moments.

Release Confidence

Support launches and rollouts with stable data flows, ensuring execution stays uninterrupted.

Process Continuity

Keep merchandising, supply, and service updates aligned, preventing breakdowns in execution timing.

Change Readiness

Prepare every connected retail system for upstream changes without last-minute operational surprises.

Stronger Retail Data Governance Through Unified Control

Qualdo centralizes governance signals, helping retail teams uphold standards, accountability, and compliant data operations.

Governance
Clarity

Ensure product, pricing, and customer data follow consistent rules across every responsible team.

Accountability
Framework

Track which systems touch critical data, maintaining control across retail compliance requirements.

Core Retail Reliability Built Into Qualdo

Core Checks Done ✔

Price Consistency
Inventory Alignment
Order Integrity
Catalog Coherence
Customer Uniformity
AI Guidance

Qualdo's intelligence interprets evolving retail inputs to deliver context-rich recommendations for rapid action.

Metric Depth

Extensive scoring frameworks classify data behavior across domains, supporting detailed analysis and operational decisions.

Domain Layers

Retail, ecommerce, and fulfillment domains receive tailored intelligence mapped to their specific data structures.

Award-winning Observability for Retail Cloud Databases, DWHs, & Agentic AI

Analysts recognize Qualdo's leadership in shaping modern data observability and intelligence standards.

Recognized for innovation in data observability

Backed by Gartner's Research Insights

Qualdo™ earned a spot in the Gartner Market Guide for Data Observability Tools (June 2024), reflecting key insights from Gartner's research analyst community.

Award-winning platform for breakthrough performance in data quality

Everest PEAK Matrix 2024

A proud milestone—Qualdo™ secured a coveted spot in the Everest PEAK Matrix® Assessment 2024 for Data Observability Technology Providers.

Award-winning platform for breakthrough performance in data quality

Data Monitoring Solution of the Year 2024

Qualdo™ won the Data Monitoring Solution of the Year award, a prestigious recognition of our innovation and leadership in the data monitoring space.

Answers To Your Retail Data Questions

End-to-end support for confident adoption across modern retail ecosystems to ensure reliable data, pipeline, and AI models.

Ask Us Anything
Ask Us Anything

Qualdo connects to your cloud data sources, pipelines, and storage layers via direct cloud configurations, monitoring the data your retail systems generate without requiring direct POS, OMS, or e-commerce integrations, staying in your private network securely.

Yes. Qualdo ensures the datasets feeding models and AI workflows remain complete, consistent, and trustworthy for downstream automation.

Qualdo observes cloud-processed updates from stores, web, mobile, and supply operations, ensuring stable behavior as data moves through your environment.

Qualdo monitors schema changes, freshness, drift behavior, transformations, and cost signals, along with 75+ metrics, offering deep visibility into cloud-native data reliability.

Qualdo runs fully within your cloud account—Azure, AWS, or GCP—ensuring all processing remains inside your security boundary.

Teams typically activate Qualdo within minutes using cloud-native configuration and streamlined setup flows..

We Built Data Reliability Before It Was a Trend

Detect. Diagnose. Dominate.

Get Started
Get Started
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Mockup of Qualdo™ highlighting data reliability