AI Transformation for Medical Device Companies

Operate at the Speed of AI

We work directly with commercial, regulatory, quality, and operations teams to redesign and deploy production AI systems into the workflows that medical device companies rely on every day.

AI Transformation for Medical Device Companies

Operate at the Speed of AI

We work directly with commercial, regulatory, quality, and operations teams to redesign and deploy production AI systems into the workflows that medical device companies rely on every day.

AI Transformation for Medical Device Companies

Operate at the Speed of AI

We work directly with commercial, regulatory, quality, and operations teams to redesign and deploy production AI systems into the workflows that medical device companies rely on every day.

WHY AI-NATIVE MEDTECH WILL WIN

AI-Native medical device companies will win the next decade

Medtech was built around human coordination — reps, regulatory reviewers, QA, distributors. The next generation of device companies will execute with AI embedded directly into commercial, regulatory, and quality workflows.

24/7

Field reps, QA reviews, and complaint intake don't pause overnight. AI keeps clinical evidence, IFUs, and case prep moving while your team sleeps.

Weeks → Hours

RFP and tender drafts that used to take three weeks now ship in 48 hours, grounded in your approved content library.

Tickets → Workflows

Most rep questions are just lookups disguised as escalations. AI handles them so commercial leaders can focus on deals that move the number.

Scale ≠ Hires

Onboarding distributors and 1099 reps used to mean more enablement headcount. AI ramps every new rep in 30 days without adding overhead.

WHY AI-NATIVE MEDTECH WILL WIN

AI-Native medical device companies will win the next decade

Medtech was built around human coordination — reps, regulatory reviewers, QA, distributors. The next generation of device companies will execute with AI embedded directly into commercial, regulatory, and quality workflows.

24/7

Field reps, QA reviews, and complaint intake don't pause overnight. AI keeps clinical evidence, IFUs, and case prep moving while your team sleeps.

Weeks → Hours

RFP and tender drafts that used to take three weeks now ship in 48 hours, grounded in your approved content library.

Tickets → Workflows

Most rep questions are just lookups disguised as escalations. AI handles them so commercial leaders can focus on deals that move the number.

Scale ≠ Hires

Onboarding distributors and 1099 reps used to mean more enablement headcount. AI ramps every new rep in 30 days without adding overhead.

WHY AI-NATIVE MEDTECH WILL WIN

AI-Native medical device companies will win the next decade

Medtech was built around human coordination — reps, regulatory reviewers, QA, distributors. The next generation of device companies will execute with AI embedded directly into commercial, regulatory, and quality workflows.

24/7

Field reps, QA reviews, and complaint intake don't pause overnight. AI keeps clinical evidence, IFUs, and case prep moving while your team sleeps.

Weeks → Hours

RFP and tender drafts that used to take three weeks now ship in 48 hours, grounded in your approved content library.

Tickets → Workflows

Most rep questions are just lookups disguised as escalations. AI handles them so commercial leaders can focus on deals that move the number.

Scale ≠ Hires

Onboarding distributors and 1099 reps used to mean more enablement headcount. AI ramps every new rep in 30 days without adding overhead.

OUR PROCESS

We transform the way work gets done.

A single automation that answers emails isn't transformation. We architect agent systems that handle end-to-end workflows- from intake to execution to reporting- replacing entire process chains, not individual steps.

Operational Audit

Most companies automate isolated tasks. Rozeta maps how work actually moves through the organization- across systems, approvals, teams, and operational bottlenecks.

STEP 1

Operational Audit

Most companies automate isolated tasks. Rozeta maps how work actually moves through the organization- across systems, approvals, teams, and operational bottlenecks.

STEP 1

[Tap to discover]

Architect & Redesign

This phase turns operational bottlenecks into deployable system architecture- decision flows, escalation paths, approvals, integrations, and the redesigned workflows your team will actually run on. Every dependency gets surfaced. Every edge-case gets documented. No code gets written until the design is signed off.

STEP 2

Architect & Redesign

This phase turns operational bottlenecks into deployable system architecture- decision flows, escalation paths, approvals, integrations, and the redesigned workflows your team will actually run on. Every dependency gets surfaced. Every edge-case gets documented. No code gets written until the design is signed off.

STEP 2

[Tap to discover]

Ship to Production

The build looks great in a sandbox, then collapses on real data and real operational complexity. Rozeta deploys against live systems, production workflows, approvals, edge-cases, and real organizational conditions from day one. By the time the agent ships, it’s already been tested under the conditions that actually matter.

STEP 3

Ship to Production

The build looks great in a sandbox, then collapses on real data and real operational complexity. Rozeta deploys against live systems, production workflows, approvals, edge-cases, and real organizational conditions from day one. By the time the agent ships, it’s already been tested under the conditions that actually matter.

STEP 3

[Tap to discover]

Operate & Evolve

AI systems degrade when they stop learning from production reality. Rozeta continuously monitors performance, retrains against live operational data, and evolves workflows as the business changes. The goal isn’t a dependency on Rozeta. It’s an AI system your team can operate, improve, and scale internally over time.

STEP 4

Operate & Evolve

AI systems degrade when they stop learning from production reality. Rozeta continuously monitors performance, retrains against live operational data, and evolves workflows as the business changes. The goal isn’t a dependency on Rozeta. It’s an AI system your team can operate, improve, and scale internally over time.

STEP 4

[Tap to discover]

INTEGRATE

Built on top of the systems medical device companies already run

Rozeta operates across Salesforce, Veeva, ServiceMax, your QMS, ERP, content libraries, and field collaboration tools — coordinating execution without requiring operational migration or platform replacement.

SalesforceSlackMondayProcoreZendeskSalesforceSlackMondayProcoreZendesk
HubSpotMicrosoft TeamsClickUpToastIntercomHubSpotMicrosoft TeamsClickUpToastIntercom
PipedriveGmailAirtableZoomTwilioPipedriveGmailAirtableZoomTwilio
NetSuiteOutlookDropboxSnowflakeDocuSignNetSuiteOutlookDropboxSnowflakeDocuSign
QuickBooksNotionServiceTitanXeroQuickBooksNotionServiceTitanXero
SageAsanaJobberShopifySageAsanaJobberShopify

Teacher talk

WHAT WE BUILD

Medical device execution, redesigned with AI

Rozeta deploys production AI systems across the commercial, regulatory, quality, and field workflows that medical device companies actually run on.

Commercial & Sales Ops Agents

Rep enablement, RFP and tender drafting, lead routing, distributor onboarding, account follow-up, and renewal risk flagging across Salesforce and Veeva.

Regulatory & Submissions Agents

510(k) and PMA draft assembly, MDR/EU mapping, label-change tracking, FDA correspondence intake, and submission readiness checks.

Quality & Complaint Agents

Complaint intake triage, CAPA drafting, MDR reportability assessment, deviation reports, and audit trail assembly.

Field & Service Ops Agents

Dispatch and scheduling, service ticket triage, technician routing, install-base communications, parts ordering, and exception escalation.

Clinical & Medical Affairs Agents

Literature review, MSL Q&A support, KOL prep briefs, clinical evidence retrieval, and adverse event documentation drafts.

Rep Enablement & Knowledge Agents

Product Q&A, IFU lookups, account-specific objection handling, training content retrieval, and SOP answers pulled from scattered systems.

INSIDE THE AI-NATIVE MEDTECH OPERATION

Medtech operations, rebuilt around AI

AI-native medical device companies execute differently. Submissions assemble themselves, complaints get triaged before reps see them, field service stays in sync with quality, and execution continues across teams without waiting on coordination.

  • Mid-Market Operators

    $30M–$300M companies where manual work is starting to slow growth, margin, and service quality.

  • Leaders Who Own Execution

    COOs, CFOs, RevOps, Customer Ops, and functional leaders who need more throughput without adding more coordination.

  • System-Rich Teams

    Companies running across CRMs, ERPs, inboxes, spreadsheets, databases, and internal tools that need to operate as one system.

  • Teams Ready to Operationalize AI

    Organizations that have experimented with AI tools and now need to turn isolated wins into repeatable, production-grade workflows.

Continuous Execution

Autonomous Coordination

Operational Intelligence

AI-Native Scale

Continuous Execution

RFP and tender drafts, complaint triage, and field service tickets keep moving overnight, across time zones, and through regulatory crunch windows.

"Companies were designed around human coordination.
AI-native organizations are designed around continuous execution."

Rozeta Labs

Co-Founders

FAQ

AI in medtech raises real operational questions

How is Rozeta different from a typical AI consultancy or agency?

How do you handle regulatory and quality requirements?

What if my reps or RA team doesn't actually use the system?

What happens when the agent encounters uncertainty or makes a mistake?

Do we need to replace our existing systems or migrate data?

How do we know which medtech workflows to start with?

What does pricing and engagement structure look like?

Find the medtech workflows AI should rebuild first

Rozeta runs a 4-week operational audit across your commercial, regulatory, quality, and field workflows — then ships production AI systems into the ones where coordination overhead, submission cycles, and manual handoffs are actually slowing the business down.

Production AI agents for medical device companies

©2026 Rozeta Labs LLC. All rights reserved.

Production AI agents for medical device companies

©2026 Rozeta Labs LLC. All rights reserved.

Production AI agents for medical device companies

©2026 Rozeta Labs LLC. All rights reserved.