Help desk
Learns with usage
Your team teaches Modern by doing their job.
Every manual fix Modern sees becomes the next automation. Every edge case teaches the engine. Your automation coverage grows automatically.
How the learning engine works
Decision capture
Pattern identification
Automation suggestions
One-click approval
Cross-department linking
Operational data mapping
Confidence scoring
Suggestion history
Manual override
Continuous learning
Process graph
Compound coverage
And more
Designed to compound
Decision capture
Every manual resolution, provisioning step, and process execution - recorded automatically in the background
Pattern identification
Modern spots repetitive sequences across your operations. 47 identical password resets? It notices.
Automation suggestions
For each pattern, a suggested workflow - with the data behind it. You approve, dismiss, or edit.
One-click approval
Review the suggestion. Click approve. It's live. No workflow builder. No configuration.
Cross-department linking
A new hire triggers IT provisioning, HR onboarding, and Finance setup. Modern maps these connections.
Confidence scoring
Each suggestion comes with a confidence score based on pattern frequency and consistency
Compound coverage
After 90 days, most teams have significantly more automation than they started with - without building anything
Full control
Every suggestion requires human approval. Modern discovers. You decide.
Modern watches. Quietly.
When your team resolves a ticket manually, provisions access, handles an escalation, or runs a multi-step process - Modern captures the full context. What was the request? What steps did the analyst take? What systems were involved? What was the outcome?
No extra logging. No forms to fill. Your team works normally. Modern records the decision trail in the background.
It connects processes across your business
Modern doesn't just see individual tickets. It links operational data across departments - an onboarding request triggers access provisioning, which triggers device setup, which triggers a manager notification. Modern maps these relationships and understands which processes are connected, even when your team handles them separately.
The more data that flows through Modern, the richer this operational map becomes.
Patterns emerge. Modern surfaces them.
“This type of access request has been handled manually 47 times this month. The resolution follows the same three steps every time.”
“Every time someone joins Sales, the same six tools get provisioned manually.”
These aren't guesses. They're patterns extracted from your team's actual decisions - with confidence scores based on frequency and consistency.
Modern proposes. You approve.
For each pattern, Modern generates a suggested automation - a workflow, a policy rule, or a resolution path. It shows what it found, the data behind the suggestion, and asks for your approval.
One click: it's live. One click: it's dismissed. One click: it's edited. You stay in control. Modern does the discovery work.
The flywheel
Manual work generates data. Data reveals patterns. Patterns become automations. Automations free your team to handle complex work - which generates new data. And the cycle continues.
After 90 days, most teams have significantly more automation coverage than they started with. Not because someone sat down and built workflows. Because Modern learned from how the team already works.
Learns with usage at a Glance
Capture
Ticket resolution decisions
Access provisioning steps
Workflow execution paths
Escalation handling
Process outcomes
Identify
Repetitive pattern detection
Cross-department process linking
Operational relationship mapping
Frequency analysis
Consistency scoring
Suggest
Automation suggestions
Workflow generation
Policy rule proposals
Resolution path templates
Confidence scores
Control
One-click approval
One-click dismissal
Suggestion editing
Human-in-the-loop always
Full suggestion history
Compound
Growing automation coverage
Cross-capability learning
Richer suggestions over time
Decreasing manual workload
Operational intelligence