Put intelligence inside the workflow — where it can create measurable value.
MAG applies AI to real business work: extracting information, finding knowledge, classifying documents, assisting decisions, automating repetitive actions and improving how people interact with systems.
A capability built around your business—not a generic technology package.
We first understand the process, constraints and desired outcome; then select the simplest technology path that can deliver it.
Document intelligence
Extract fields, classify documents and route information from invoices, applications, contracts and operational records.
AI assistants
Give employees controlled, contextual assistance across procedures, documents, customer information and internal knowledge.
Classification & extraction
Convert unstructured information into structured data that downstream workflows and systems can act on.
Process automation
Automate repetitive actions across applications, notifications, data updates and workflow states.
Decision support
Surface recommendations, exceptions, risk indicators and next-best actions while keeping humans in control.
AI-enabled search
Make internal information easier to discover through natural-language search with appropriate access controls.
AI & Automation in six practical layers
A connected view of the capability—from the first business requirement through the technology outcome.
UNDERSTAND → AUGMENT → AUTOMATE → MEASURE
Consulting thinking. Engineering execution.
The same team can help frame the problem, design the solution and work through implementation realities.
Business-first thinking
Maintainable architecture
Senior technical involvement
Clear delivery ownership
Security and quality controls
Long-term improvement path