Healthcare operations
Intake, documentation preparation, scheduling, administrative follow-up, and controlled human review.
A vertical product wins by understanding one operating system deeply.
The agent is only one part of the product.
The complete system includes the workflow, records, permissions, customer interface, evidence, and human decision points.
Application infrastructure now Industry systems through integrationsHealthcare operations
Intake, documentation preparation, scheduling, administrative follow-up, and controlled human review.
Defense supplier platform
Opportunity tracking, compliance evidence, secure review rooms, and supplier workflow coordination.
Construction operations
Plan review, estimating, submittal tracking, change documentation, and field coordination.
Legal workflow
Intake, document organization, chronology preparation, research, and attorney approval.
Real estate diligence
Document collection, underwriting support, risk review, and investment committee materials.
Insurance claims
Evidence collection, damage documentation, policy checks, and adjuster escalation.
Restaurant operations
Scheduling, inventory review, supplier coordination, training, and location-level reporting.
Logistics control tower
Shipment monitoring, exception research, dispatch coordination, and customer communication.
Property services
Work order intake, vendor scheduling, tenant updates, documentation, and invoice reconciliation.
Education workspace
Persistent student projects, tutoring, assessment support, educator review, and portfolio delivery.
Manufacturing quality
Procedure guidance, inspection evidence, nonconformance workflows, and corrective action tracking.
Ecommerce operations
Catalog work, customer support, returns, merchandising, and channel coordination.
flowchart TB Experience["Branded customer experience"] Workflow["Industry workflow and state machine"] Agent["Agent workers"] Authority["Permissions and approvals"] Systems["Industry systems and integrations"] Evidence["Records, artifacts, and audit evidence"] Runtime["Sandboxes, computers, data, deployments"] Experience --> Workflow Workflow --> Agent Workflow --> Authority Agent --> Systems Agent --> Evidence Authority --> Evidence Systems --> Runtime Evidence --> Runtime
Define the business object and lifecycle before choosing an agent framework.
For a claim, that may include opened, evidence requested, evidence received, reviewed, exception found, approved, paid, and closed.
For an opportunity, it may include discovered, qualified, assigned, prepared, reviewed, submitted, awarded, and lost.
The agent should advance an explicit workflow rather than inventing state in a chat transcript.
An agent can prepare a filing without being authorized to submit it.
It can calculate a recommendation without being authorized to approve it.
It can draft an external message without being authorized to send it.
Represent those boundaries in product state and tool permissions.
Use MIOSA deployments and domains for the customer-facing application.
Use workspace and external attribution boundaries to connect infrastructure usage to each downstream customer.
Use managed data for product records and object storage for customer artifacts.
Use sandboxes and computers only behind the product experience.
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