Teodora Dehan

Teodora Dehan

Manager - Creating Unique LLM
Slack
•2 reviews
āœ… Strengths Real-Time Collaboration – Still unmatched for instant messaging, threaded discussions, and quick file sharing. Integration Ecosystem – Works seamlessly with Google Drive, Zoom, Trello, GitHub, Salesforce, and 2,500+ other apps (critical for workflows). Channel-Based Organization – Great for project-based teams, departments, or topic-focused discussions. Search & Archive – Powerful message history and file retrieval (if you pay for plans). AI & Automation (2025 Updates) – Now includes: Slack AI (summarize threads, smart replies) Workflow Builder (no-code automations) āŒ Weaknesses Cost – Free plan is limited (10k message history, no SSO). Paid plans can get expensive for large teams. Notification Overload – Can become noisy without proper channel discipline (muting is a must). Not Ideal for Long-Form Docs – Loses to Notion, Confluence, or Coda for structured knowledge. Competition Heating Up – Alternatives like Microsoft Teams (deep Office 365 ties) and Discord (for some startups) are strong rivals.

What's great

workflow automation (9)search functionality (25)file sharing (19)integration with productivity tools (82)real-time messaging (54)channel organization (53)threaded conversations (16)

What needs improvement

free version limitations (6)notification fatigue (24)
11 views
Astro
•2 reviews
I am a project manager leaving my short expertise, We build and run LLMs locally for clients in privacy-sensitive fields like healthcare and insurance. Astro is one of the few providers that support this with tools like SOCKS5, rotating sessions, and regional locking across 100+ countries. Their full compliance with GDPR sourcing, plus real-time anomaly detection, gives us the traceability we need without relying on the cloud. We're now recommending Astro in every AI stack audit we perform. Cheers

What's great

GDPR compliance (6)SOCKS5 support (6)rotating sessions (6)regional locking (7)real-time anomaly detection (6)
3 views