MAG OptiAI

Quickstarts

Visual quickstarts for moving from setup to results

Quickstarts show how to move through the product workflow. Use cases explain why and when to use a product. Input specs explain what data is required before you upload.

Quickstart library

Choose the product that matches your workflow, then move into a concise walkthrough built around setup, execution, and results.

SchedAI

SchedAI quickstarts

Operational scheduling quickstarts across production, service, workforce, and academic planning.

SchedAI

Production Scheduling

Move from scenario setup to an optimized production schedule, then review the timeline, KPIs, and assignment outputs.

Best for

Manufacturing planners building machine and job schedules

Workflow preview

Stage the production scenario -> Set run policy -> Run and review

SchedAI

Service Scheduling

Load the routing bundle, configure service policy, run optimization, and review technician schedules, coverage, and route outputs.

Best for

Field-service teams assigning technicians to time-windowed visits

Workflow preview

Load the service bundle -> Review the run policy -> Inspect coverage and routes

SchedAI

Employee Scheduling

Stage employee and shift data, set scheduling policy, run optimization, and review coverage, timeline, and assignment outputs.

Best for

Shift-based teams balancing coverage and employee availability

Workflow preview

Load the workforce scenario -> Confirm run setup -> Inspect coverage and assignments

SchedAI

Academic Scheduling

Choose the academic mode, stage timetable inputs, run the solver, and review timetable outputs and scheduling KPIs.

Best for

Academic operations teams building class or exam timetables

Workflow preview

Choose the timetable mode -> Confirm academic policy -> Review the timetable result

LogiAI

LogiAI quickstarts

Routing quickstarts for teams moving from scenario setup to route output review.

LogiAI

CVRP Routing

Move from route scenario setup to a solved routing plan, then review route KPIs, map output, and route-by-route details.

Best for

Teams solving depot-and-stop routing scenarios with fleet constraints

Workflow preview

Build the route scenario -> Set fleet and solver policy -> Inspect routes and KPIs

Operational AI

Operational AI quickstarts

Project-backed and document-oriented quickstarts across forecasting, risk scoring, extraction, anomaly review, and DocAI.

Operational AI

Forecasting

Select a project, stage a forecasting dataset, train or activate a saved model version, then run and review forecast outputs.

Best for

Teams forecasting demand or operational series inside a project-backed workflow

Workflow preview

Select project scope -> Stage and train -> Run and review

Operational AI

Anomaly Detection

Stage a time-series dataset, choose the detector path, run anomaly scoring, and review flagged points and result interpretation.

Best for

Teams monitoring time-series operations for unusual behavior

Workflow preview

Stage the series -> Choose the detector -> Review flagged events

Operational AI

Fraud / Risk Scoring

Choose a Fraud project, stage training data, train or activate a saved version, score new rows, and review risk outputs with provenance.

Best for

Teams managing project-backed fraud model training and scoring

Workflow preview

Select project and stage training data -> Train and configure lifecycle state -> Score and review

Operational AI

ExtractAI

Move from document intake to structured extraction review with a lightweight, project-scoped document workflow.

Best for

Teams extracting structured fields from business documents

Workflow preview

Load one document -> Run extraction -> Review structured output

Operational AI

DocAI / Knowledge Assistant

Move from project setup to document-grounded answers and evidence review with a project-scoped knowledge workflow.

Best for

Teams organizing project documents for grounded operational Q&A

Workflow preview

Select or create a project -> Upload documents and ask questions -> Review evidence

Navigate the right resource

Quickstarts work best alongside use cases and input specs

Use quickstarts for workflow orientation, use cases for scenario fit, and input specs when you need the exact upload contract before moving into the workspace.

Navigate

Return to the resource hub

Move back to the full resources library when you want how-to guides, input specs, use cases, or policies instead.