AI Automation & Intelligent Workflow Design
Document AI pipelines, intelligent workflow automation, predictive analytics, and legacy system upgrades — measurable cost reduction in 10–14 weeks.
AI Automation is the application of machine learning, natural language processing, and computer vision to eliminate manual work in document processing, workflow routing, decision-making, and legacy system operations — reducing cost and error rates while freeing your team for high-value work.
Norvik's AI Automation practice targets the highest-cost manual processes in your organisation and replaces them with AI-driven pipelines that are faster, more accurate, and fully auditable. We work across document AI, workflow automation, predictive analytics, and legacy system integration — building automation that fits your existing technology stack rather than requiring rip-and-replace modernisation.
What's included in AI Automation
Document AI
Automated extraction, classification, and validation of structured and unstructured documents — contracts, invoices, forms, and regulatory filings — using OCR, NLP, and custom ML models.
Workflow Automation
End-to-end automation of multi-step business processes using AI-driven routing, exception handling, and approval workflows integrated with your existing systems via API or RPA.
Predictive Analytics
Machine learning models that forecast demand, predict failures, identify churn risk, and surface anomalies — deployed into production with monitoring and scheduled retraining.
Smart Decision Systems
AI-powered decision engines that evaluate complex rule sets, rank options, and recommend actions — replacing manual decision-making in high-volume, time-sensitive processes.
Legacy System AI Upgrade
Adding AI capabilities to SAP, Salesforce, Oracle, and other legacy systems via API middleware — no full migration required, AI outputs feed back into your existing workflow.
Our delivery process
A proven four-phase methodology that takes you from first conversation to production AI — with full accountability at every step.
Audit
Process mapping and automation opportunity scoring: we document your current process, identify the manual steps that cost the most, and quantify the automation ROI for each.
Design
AI pipeline architecture, data flow design, exception handling specification, and integration design with your existing systems and approval workflows.
Automate
Iterative pipeline development with business stakeholder validation at each stage. Accuracy benchmarking against your actual documents and edge case testing before go-live.
Monitor
Production deployment with accuracy dashboards, exception queues for human review, and automated retraining triggers when model performance drifts below threshold.
Audit
Process mapping and automation opportunity scoring: we document your current process, identify the manual steps that cost the most, and quantify the automation ROI for each.
Design
AI pipeline architecture, data flow design, exception handling specification, and integration design with your existing systems and approval workflows.
Automate
Iterative pipeline development with business stakeholder validation at each stage. Accuracy benchmarking against your actual documents and edge case testing before go-live.
Monitor
Production deployment with accuracy dashboards, exception queues for human review, and automated retraining triggers when model performance drifts below threshold.
Audit
Process mapping and automation opportunity scoring: we document your current process, identify the manual steps that cost the most, and quantify the automation ROI for each.
Design
AI pipeline architecture, data flow design, exception handling specification, and integration design with your existing systems and approval workflows.
Automate
Iterative pipeline development with business stakeholder validation at each stage. Accuracy benchmarking against your actual documents and edge case testing before go-live.
Monitor
Production deployment with accuracy dashboards, exception queues for human review, and automated retraining triggers when model performance drifts below threshold.
Technology-agnostic.Outcome-obsessed.
We select tools based on your requirements, not vendor relationships.
Document AI
- AWS Textract
- Google Document AI
- Tesseract OCR
- Unstructured.io
Orchestration
- Apache Airflow
- Apache Kafka
ML
- scikit-learn
- PyTorch
Workflow
- n8n
Data
- dbt
- Snowflake
Common questions about AI Automation
Straight answers to the questions we hear most often.
Still have questions? Talk to our team
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