Case Study

How Meridian Labs Runs on Echelon

Company
Industry
AI Development Lab
Team Size
Small (under 10)
Agents Deployed
3 agents

The Challenge

Meridian Labs is a small AI development lab with a high volume of technical inquiries, constant meeting scheduling across time zones, and the need to monitor ongoing research. With a lean team, these operational tasks were consuming hours every day that should have been spent on actual development work.

Agents Deployed

Emma
Emma
Email Manager
Triages the inbox, drafts replies in the team's technical tone, flags urgent partnership inquiries, and auto-responds to routine questions about APIs and integrations.
Taylor
Taylor
Executive Assistant
Manages calendar across CET, EST, and PST time zones. Prepares meeting briefings with relevant context from previous conversations and action items.
Sam
Sam
Support Lead
Handles inbound support tickets for Meridian's products, maintains the knowledge base, and escalates only genuinely complex technical issues to the dev team.

Results

Emma processes incoming emails and drafts responses in the team's technical voice. Taylor prepares briefings before every meeting by pulling context from recent email threads. Sam handles support inquiries via webhook integration.

2hrs
of email triage eliminated every morning
87%
emails handled without human input
0
missed meeting preps
18hrs
saved per week on admin tasks

The Dashboard

Emma Emma — Inbox Triage 12 new · 3 urgent
Sarah Chen (CEO) Q2 budget approval — sign-off needed URGENT
Stripe Verify updated banking details HIGH
James Wright Partnership proposal — updated terms NORMAL
Taylor Taylor — Today's Schedule 3 meetings · All prepped
09:00
Q2 Planning Review
Sarah Chen, David Park · Budget forecast attached
14:00
Product Demo — Atlas Digital
Atlas team (4), Max · ROI projection ready
"What used to take our team 2 hours of email triage every morning now happens automatically."
— Meridian Labs team
Case Study

AI-Powered Customer Communication at Prompt Packs HQ

Company
Industry
AI Tools Marketplace
Team Size
Small (under 5)
Agents Deployed
3 agents

The Challenge

Prompt Packs HQ is a growing AI tools marketplace with an expanding product catalog. As the business scaled, customer onboarding questions, order follow-ups, and lead qualification from website visitors were consuming time that should have been spent on product development and growth.

Agents Deployed

Emma
Emma
Email Manager
Handles all customer email communication — welcome emails for new customers with personalized product recommendations, order confirmations, and follow-up sequences with built-in deduplication.
Max
Max
Sales Rep
Qualifies inbound leads from website visitors, identifies high-intent buyers based on browsing behavior, and routes qualified prospects to the right product recommendations.
Alex
Alex
Content Strategist
Writes product descriptions and marketing copy for new catalog items, ensuring consistent brand voice across all product listings and landing pages.

Results

Automated welcome emails for new customers with personalized product recommendations. Response time dropped from hours to minutes.

3
customers served with full automation
100%
response rate on customer inquiries
Minutes
response time (was hours)
0
duplicate emails sent (deduplication active)

The Dashboard

Emma Emma — Welcome Emails Auto-sending
Nicolas S. Welcome + Sales Assistant Agent quickstart guide Sent ✓
Harry S. Welcome + personalized product recommendations Sent ✓
New visitor Follow-up sequence — browsed 3 products, no purchase Queued
Max Max — Lead Scoring 5 qualified this week
Enterprise lead
92 HOT
SMB lead
67 WARM
Freelancer
38 COLD
"We went from manually answering every customer email to a fully automated welcome and onboarding system. Three agents handle what used to take us half a day — and they never miss a message."
— Prompt Packs HQ team

Ready to become the next case study?

See which agents fit your business in a free 30-minute consultation.