Agent Hub

The AI execution layer
for hub operations.

The AI execution layer for hub operations.

The AI execution layer
for hub operations.

Agent Hub is where AI agents and human specialists operate side by side. Both work under the same workflows, governance, and quality standards. The difference is capability, not system.

Agent Hub is where AI agents and human specialists operate side by side. Both work under the same workflows, governance, and quality standards. The difference is capability, not system.

Agent

Admin

Caret

S

Fleet

AI Operations

Human Workspace

Dashboard

Execution Feed

Performance Analytics

Incidents

Comparative Analysis

Configuration

AI Agent Fleet Status

Adherence Agent

Active: 12

24h: 247

Rate: 94.8%

BI Agent

Active: 12

24h: 247

Rate: 94.8%

Onboarding Agent

Active: 12

24h: 247

Rate: 94.8%

Refill Agent

Active: 12

24h: 247

Rate: 94.8%

Adverse Event Agent

Active: 12

24h: 247

Rate: 94.8%

Fleet Status

All systems operational

Halt Fleet

Agent

B

BI Agent

A

Adherence Agent

A

Appt Agent

A

Adverse Agent

Tier

Playbook

Trend

Active

Completed

Completion Rate

Escalation Rate

Approval Queue

Error Rate

Autonomous

Benefits

12

247

94.8%

8.2%

4

0.80%

Supervised

Adherence

32

545

91.4%

1.9%

0

0.80%

Autonomous

Appt Schedule

3

1,098

88.1%

14.5%

22

0.02%

Autonomous

Adverse Detection

21

2,134

89.8%

19.1%

2

1.32%

Ryan

Agent

Admin

Caret

S

Fleet

AI Operations

Human Workspace

Dashboard

Execution Feed

Performance Analytics

Incidents

Comparative Analysis

Configuration

AI Agent Fleet Status

Adherence Agent

Active: 12

24h: 247

Rate: 94.8%

BI Agent

Active: 12

24h: 247

Rate: 94.8%

Onboarding Agent

Active: 12

24h: 247

Rate: 94.8%

Refill Agent

Active: 12

24h: 247

Rate: 94.8%

Adverse Event Agent

Active: 12

24h: 247

Rate: 94.8%

Fleet Status

All systems operational

Halt Fleet

Agent

B

BI Agent

A

Adherence Agent

A

Appt Agent

A

Adverse Agent

Tier

Playbook

Trend

Active

Completed

Completion Rate

Escalation Rate

Approval Queue

Error Rate

Autonomous

Benefits

12

247

94.8%

8.2%

4

0.80%

Supervised

Adherence

32

545

91.4%

1.9%

0

0.80%

Autonomous

Appt Schedule

3

1,098

88.1%

14.5%

22

0.02%

Autonomous

Adverse Detection

21

2,134

89.8%

19.1%

2

1.32%

Ryan

One operating

environment.

Agent Hub gives operations leaders, human specialists, and compliance teams the tools they need without splitting them across separate systems.

8,218

Tasks Today

7,181

Completed

97.8%

Success Rate

81

Failed

Appointment Reminders

Health Systems

7,625

Tasks today

6,304

Completed

32

Failed

Job

Progress

Sent

Delivered

Failed

Pending

Rate

Reminder

2,314/2,847

2,089

6

321

98.2%

Reminder

2,314/2,847

2,089

6

321

98.2%

Reminder

2,314/2,847

2,089

6

321

98.2%

Reminder

2,314/2,847

2,089

6

321

98.2%

Chris

Real-time command over every workflow.

See agent performance, case progress, channel volumes, and program status across every team and workflow. Adjust, escalate, and optimize in production without disrupting live operations.

AI Agent

Summarizing Chat

Full context. No ramp-up time.

When AI agents escalate, human specialists receive complete interaction history, AI-prepared summaries, and structured task queues. When a human resolves an exception, work returns to automation without starting over.

One audit trail. AI and human.

Every action taken by an AI agent or a human specialist is logged in the same system. Sentiment analysis, conversation scoring, and outcome evaluation apply uniformly across all interactions, regardless of who handled them.

8,218

Tasks Today

7,181

Completed

97.8%

Success Rate

81

Failed

Appointment Reminders

Health Systems

7,625

Tasks today

6,304

Completed

32

Failed

Job

Progress

Sent

Delivered

Failed

Pending

Rate

Reminder

2,314/2,847

2,089

6

321

98.2%

Reminder

2,314/2,847

2,089

6

321

98.2%

Reminder

2,314/2,847

2,089

6

321

98.2%

Reminder

2,314/2,847

2,089

6

321

98.2%

Chris

Real-time command over every workflow.

See agent performance, case progress, channel volumes, and program status across every team and workflow. Adjust, escalate, and optimize in production without disrupting live operations.

AI Agent

Summarizing Chat

Full context. No ramp-up time.

When AI agents escalate, human specialists receive complete interaction history, AI-prepared summaries, and structured task queues. When a human resolves an exception, work returns to automation without starting over.

One audit trail. AI and human.

Every action taken by an AI agent or a human specialist is logged in the same system. Sentiment analysis, conversation scoring, and outcome evaluation apply uniformly across all interactions, regardless of who handled them.

8,218

Tasks Today

7,181

Completed

97.8%

Success Rate

81

Failed

Appointment Reminders

Health Systems

7,625

Tasks today

6,304

Completed

32

Failed

Job

Progress

Sent

Delivered

Failed

Pending

Rate

Reminder

2,314/2,847

2,089

6

321

98.2%

Reminder

2,314/2,847

2,089

6

321

98.2%

Reminder

2,314/2,847

2,089

6

321

98.2%

Reminder

2,314/2,847

2,089

6

321

98.2%

Chris

Real-time command over every workflow.

See agent performance, case progress, channel volumes, and program status across every team and workflow. Adjust, escalate, and optimize in production without disrupting live operations.

AI Agent

Summarizing Chat

Full context. No ramp-up time.

When AI agents escalate, human specialists receive complete interaction history, AI-prepared summaries, and structured task queues. When a human resolves an exception, work returns to automation without starting over.

One audit trail. AI and human.

Every action taken by an AI agent or a human specialist is logged in the same system. Sentiment analysis, conversation scoring, and outcome evaluation apply uniformly across all interactions, regardless of who handled them.

Built for how regulated

teams actually operate.

Built for how regulated

teams actually operate.

Agent Hub is not a generic AI dashboard adapted for Life Sciences. It was designed around the operational, compliance, and data separation requirements that pharmaceutical workflows demand.

Pause Job

Appointment Reminders

Health Systems

7,625

Tasks today

6,304

Completed

32

Failed

Job

Progress

Sent

Delivered

Failed

Pending

Rate

Reminder

2,314/2,847

2,089

6

321

98.2%

Reminder

2,314/2,847

2,089

6

321

98.2%

Reminder

2,314/2,847

2,089

6

321

98.2%

Reminder

2,314/2,847

2,089

6

321

98.2%

Pause one task or stop the whole fleet.

A supervisor can pause a single task without touching the hundreds of others that agent is running concurrently. Halt one agent's workflow while every other automated process keeps running. Or trigger a fleet-wide emergency stop and bring agents back online one at a time. Every intervention is logged, down to who acted, when, and why.

Lashonex

Lashonex

Workspace

Data

Modenza

Modenza

Workspace

Data

Data separation that is structural, not cosmetic.

Each manufacturer program operates in a fully isolated workspace with its own data, configurations, integration credentials, and user assignments. A user in one workspace cannot see that another workspace exists.

Rose

AI Approval Needed

94% Confidence

Send copay assistance enrollment SMS to patient

Reason

Patient expressed affordability concern in last call. Income-based qualification verified against program criteria.

Alternates

Email instead of SMS, wait for next scheduled callback

Approve

Reject

Check

Continue PA Processing with current documentation set

Reason

Patient coverage verified

Alternates

Escalate to supervisor. Request more documentation.

Approve

Decline

Supervised AI that does not bottleneck.

Agent Hub tracks queue depth, reviewer response time, and rejection rate as first-class operational metrics. When a queue backs up, supervisors are alerted and stale requests auto-escalate. The system never auto-approves.

Elegant Machine

Your Systems of Record

Your CRM stays the system of record. Period.

Agent Hub reads patient context from your CRM and writes structured outcomes back. Every synchronized field has a single owner: the CRM owns demographics and enrollment, Agent Hub owns interaction history and task outcomes. No overwrite conflicts, no parallel record-keeping. If the integration goes down, Agent Hub keeps operating and queues data until connectivity resumes.

The first operational workspace built for AI and human teams in regulated patient services.


Shared workflows. Unified governance. Complete audit trails. Configurable human oversight at every level.

The first operational workspace built for AI and human teams in regulated patient services.


Shared workflows. Unified governance. Complete audit trails. Configurable human oversight at every level.

Start focused.

Prove impact.

Confidently scale.

Start focused.

Prove impact.

Confidently scale.

Most teams begin with a use case or micro journey. We will talk through your operating model, where execution breaks down, and whether Elegant Machine is the right fit.