Coworker vs Fireflies.ai

Why teams upgrade from Fireflies to Coworker

Fireflies is a widely-used AI meeting recorder with conversation search and AskFred AI. Coworker takes the output of those meetings and puts it to work: updating CRM, creating tickets, surfacing account context, and running agents 24/7 across your entire organization.

Last updated: April 2026

Agents
Post-Meeting Actions AgentSales
Handle post-meeting follow-ups
Follow-Up AgentSales
Draft and send recap emails
Ticket Creator AgentEng
Create Jira tickets from action items
Meeting Brief AgentCS
Prep context before every call
Transcript ProcessorEng
Extract decisions from any call
CRM Update AgentSales
Log meeting notes automatically
Post-Meeting Actions Agent

3 tool requests

#1

Meeting transcript

Product sync: 6 action items extracted

#2

Jira ticket creation

2 new tickets created: ENG-401, ENG-402

#3

Slack recap

Summary posted to #product-updates

Reasoning steps

Meeting transcript
Jira ticket creation
Slack recap
Why Coworker

What makes Coworker different

Automated workflows vs. searchable transcripts

Coworker

After each meeting, Coworker automatically updates Salesforce, creates Jira tickets, sends follow-up emails, and posts summaries to Slack. No manual copy-paste from transcripts.

Fireflies.ai

Fireflies records, transcribes, and makes meetings searchable via AskFred. Acting on meetings, updating CRM, sending follow-ups, creating tickets, remains a manual task.

Feature Comparison

Side by side

Capability
Coworker
Fireflies.ai
AI Capabilities
Core purpose
Enterprise AI platform with meeting intelligence
AI meeting recorder and conversation search
Meeting transcription
Native notetaker with structured summaries
Strong: multi-language transcription, search
AI Q&A over meetings
Search and chat across all org data
AskFred: Q&A within your meeting library
Autonomous agents
Schedule, trigger, or event-driven
Voice Agents for outbound calls (Pro+); no cross-tool enterprise workflow agents
Execution & Integrations
CRM writes
Auto-writes Salesforce and HubSpot after meetings
CRM sync for summaries and action items (Business plan)
Ticket creation
Auto-creates Jira tickets from action items
No Jira ticket creation
Meeting search
Across all org data sources
Strong: full-text and AI search across recordings
Integrations
100+ native connectors
Broad integration library (Salesforce, HubSpot, Jira, Slack, Notion, and more)
Deployment & Pricing
Time to value
Agents working in minutes, full setup in days
Self-serve, immediate
Security
SOC 2 Type II, GDPR, CASA Tier 2
SOC 2 Type II, GDPR
Pricing
$30/user/month, all features included
Free; Pro $18/mo ($10/mo annual); Business $29/mo ($19/mo annual)
Platform scope
Full enterprise AI platform
Meeting intelligence only
Trust & Security

Built to be enterprise-ready

Security, privacy, and compliance are not add-ons – they're foundational to every layer of the platform.

SOC 2 Type IIVia Secureframe
GDPREU data protection
CASA Tier 2Cloud app security

Permissions & Access Control

  • Role-based access controls (RBAC) with granular permission sets
  • Enterprise SSO via SAML 2.0 and OIDC
  • Multi-factor authentication enforced at every level
  • Scoped API keys with configurable rate limits

Security & Encryption

  • AES-256 encryption at rest, TLS 1.3 in transit
  • Zero-trust network architecture
  • Regular penetration testing by independent firms
  • Vulnerability disclosure and responsible patching

Privacy & Data Governance

  • Your data is never used to train models
  • Regional data residency – choose where data lives
  • Data retention policies and automated purge controls
  • Full data processing agreements (DPA) available

Scale & Reliability

  • 99.9% uptime SLA backed by enterprise agreements
  • Multi-region, multi-cloud infrastructure
  • Horizontal auto-scaling for peak workloads
  • Disaster recovery with <1hr RPO, <4hr RTO

Controls & Oversight

  • Human-in-the-loop approval gates for sensitive actions
  • Complete audit trails – every agent action logged
  • Real-time monitoring dashboards and alerting
  • Configurable guardrails, rate limits, and kill switches

Deployment Flexibility

  • Cloud, private cloud, or on-premise deployment
  • VPC peering and private endpoints supported
  • Air-gapped environments for regulated industries
  • Bring your own model (BYOM) support

FAQ

Frequently asked questions

Fireflies is a meeting recorder with strong multi-language transcription, AskFred Q&A across your meeting library, Voice Agents for outbound calls, and broad integrations. Coworker includes meeting intelligence as part of a broader enterprise AI platform with cross-tool autonomous agents, OM1 organizational memory, and automatic CRM updates, ticket creation, and follow-ups. Fireflies captures and surfaces meeting content; Coworker executes work based on it.

Fireflies can sync meeting notes and summaries to CRM systems. However, automatic field-by-field CRM updates based on call content, like updating deal stage, next steps, and product feedback fields, require more custom setup or are not available natively. Coworker agents do this automatically for every meeting.

AskFred is a Q&A system over your Fireflies meeting library. It is useful for finding what was said in past meetings. Coworker's search covers every data source your team connects: Slack, email, Jira, Salesforce, Google Drive, and meetings simultaneously, giving full-org context retrieval from a single query.

For individual meeting notes, Fireflies' free or low-cost plan is great. Coworker is built for teams that need AI doing more: updating CRM, creating tickets, running agents, and building organizational memory that makes every future meeting smarter. Teams typically see ROI through reduced manual data entry and faster follow-up execution.

Yes. Coworker is SOC 2 Type II certified, GDPR compliant, and CASA Tier 2 verified. All meeting data is encrypted, respects existing permission models, and is never used to train AI models.

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