Automation Executes. Data Ensures It Works.
Automation executes the work. Data makes sure you can see it, measure it, and improve it.
The Layer that Turns Automation into a Measurable, Governed Operation
Intelligent Automation handles the work. Data and AI makes sure you can see it, measure it, trust it, and improve it.
Without a structured data foundation, automation remains siloed. Reporting stays manual. ROI is hard to demonstrate. Governance gaps become compliance risks. Valenta's Data and AI service builds the layer that makes everything else visible, accurate, and accountable.
This is increasingly true in organizations where AI adoption is accelerating. When teams and individuals deploy AI tools and agents independently, the result is fragmented outputs, inconsistent data, and no reliable way to measure what is actually working. A governed data foundation is not just a best practice, it is what makes coordinated AI adoption possible.
A Foundation for Automation. Or a Starting Point in Itself.
Clients come to Valenta's Data & AI service from two directions
Alongside Intelligent Automation
For clients already deploying automation with Valenta, Data and AI provides the real-time dashboards, KPI tracking, and ROI reporting that make the value of automation visible and defensible.
As a Standalone Engagement
For clients who need to get their data house in order before automating, we build the data foundation, governance model, and reporting layer that make automation viable and trustworthy when the time comes.
Visibility, Accuracy, and Governance Across Your Data
Real-Time KPI Dashboards
Live visibility into the metrics that matter most to your business: process throughput, error rates, cycle times, cost per transaction, and automation ROI.
Exception Tracking and Trend Analysis
Identify where your automated processes are producing exceptions, why they're occurring, and how the pattern changes over time.
ROI Reporting by Workflow
Measure the value of each automation: time saved, cost reduced, errors eliminated. Give leadership the numbers they need to understand what automation is delivering.
Data Integration and Pipeline Management
Connect your data sources, eliminate manual extraction, and ensure that the right data is in the right place at the right time.
Data Governance and Quality
Define what good data looks like, enforce it consistently, and build the audit trails that compliance and finance teams require.
AI-Powered Analytics
Move from reporting on what happened to understanding why it happened and what's likely to happen next, with AI models tailored to your data and your business.
The Layer That Makes Automation Accountable
When Intelligent Automation runs without a data layer, you're operating blind. You know the automations are running but you can't easily measure what they're delivering, where they're failing, or how to improve them.
Valenta's Data & AI service changes that. Every automation workflow feeds into a reporting structure that gives you live visibility into performance, exceptions, and ROI, so the value of automation is always measurable and always visible.
Managed, Monitored, and Continuously Updated
Like all Valenta services, Data & AI is delivered as a managed service. We build your dashboards, maintain your pipelines, update your models, and ensure your data environment keeps pace with your business.
You don't manage infrastructure or hire data engineers. You get the insights.
Client Spotlight ResiBuilt
Frequently Asked Questions
A Data and AI Maturity Assessment is a structured evaluation of your current data environment — including data quality, governance, integration, and reporting — scored against a maturity framework. Valenta's assessment produces four concrete outputs: a Readiness Heatmap showing where you stand today, an AI Opportunity Map identifying your top automation and AI use cases, a 30-60-90 Day Plan for immediate next steps, and a Risk Flags report identifying data governance gaps that could limit automation success. It is complimentary and takes approximately half a day.
Automation executes processes reliably — but the quality of the outcomes it produces depends entirely on the quality of the data it works with. If data is fragmented, inconsistent, or ungoverned, automation can execute the wrong steps with confidence, producing errors at scale rather than eliminating them. A structured data foundation ensures that automation has accurate inputs, that outputs can be validated, and that ROI can be measured reliably. This is why Valenta addresses data alongside automation, not after it.
Data analytics platforms provide tools for analyzing and visualizing data — they give you the interface. Valenta's Data and AI service builds and manages the data infrastructure underneath those tools: the pipelines that consolidate your data sources, the governance layer that ensures data quality and consistency, the integration that connects your systems, and the reporting layer that gives you live visibility into automation performance and business KPIs. Valenta also manages this infrastructure on an ongoing basis, so you are not dependent on internal data engineering resources to keep it running.
Yes. While Data and AI is most powerful when paired with Intelligent Automation — providing visibility and governance for automated workflows — it is also a standalone service for businesses that need to build a data foundation first. Organizations that want to implement AI but whose data is currently too fragmented or inconsistent to support it often start with the Data and AI service to establish the groundwork, then layer automation on top once the foundation is in place.
It means you can see, at any point, exactly what your automated workflows are doing — how many transactions have been processed, where exceptions are occurring, how long each step is taking, what the error rate is, and what the dollar value of time saved is. Valenta builds live KPI dashboards that connect directly to your automation workflows, giving you and your leadership team a clear, always-current picture of what automation is delivering, without having to run manual reports to find out.
Find Out Exactly Where Your Data Stands
The Data and AI Maturity Assessment tells you exactly where you are in your data journey, what it's costing you to stay there, and what the next step looks like for your specific environment. You walk away with four concrete outputs: a Readiness Heatmap, an AI Opportunity Map, a 30-60-90 Day Plan, and a Risk Flags report.
Get My Complimentary Data and AI Maturity Assessment→