Solutions
Find the right MAG OptiAI solution for your operational data and documents, scheduling, routing, or custom workflow challenge - with practical AI and optimization tools built to support better operational decisions.
Built for teams managing operational complexity, information complexity, or workflows that need tailored AI support.
Solution map
Find your solution path
Choose a problem area to see the recommended MAG OptiAI product family and the focused workspaces available under that path.
Recommended family
Ask grounded questions over indexed documents and retrieve evidence-supported answers.
Core capability
Natural language Q&A over documents, evidence-backed answers with citations, document understanding, summarization, and source-grounded responses.
Extract structured fields from PDFs and operational documents for downstream workflows.
Core capability
Accurate field extraction, unstructured-to-structured conversion, downstream-ready structured output, and consistent extraction review.
Forecast demand, volume, activity, or operational trends using historical patterns and evaluation.
Core capability
Time-series forecasting, model comparison and selection, trend visualization, and actionable planning insights.
Score transactions, cases, or activities so teams can prioritize review and reduce false positives.
Core capability
Risk scoring, suspicious activity detection, threshold tuning, case prioritization, and risk ranking.
Detect unusual patterns, spikes, drops, or exceptions in operational data.
Core capability
Outlier and anomaly detection, pattern monitoring over time, root-cause support, and sensitivity tuning.
Not sure which path fits your need?
Our team can help you choose the right workspace or build a custom solution.
Next step
Continue into the product family that matches your operational need, or contact our team if your workflow requires a more tailored path.