PandaShop cut support costs 88% with 2 AI voice agents ⚡️ Read the case study
use case solutions

Real projects. Real numbers.

Four case studies with measured outcomes - support costs cut 88%, invoice teams freed, weeks of outreach compressed into 72 hours, content output 20× higher - plus the builds we ship most often.

E-commerce · Voice

PandaShop: 13 support agents to 2 AI voice agents

-88% monthly support cost · ROI in 4.5 months

AI voice agents now answer order, delivery, and product calls around the clock - humans handle only the edge cases.

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Finance · Automation

Ganea Group: the whole invoice pipeline, automated

2 full-time roles freed from manual invoice work · ROI in 4.5 months

Invoices are captured, extracted, validated, and routed automatically - the finance team reviews instead of retypes.

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B2B · Lead generation

Motiko: every decision-maker reached in 72 hours

3 weeks → 72 hours to reach every target decision-maker

An automated outbound system finds, enriches, and contacts the right people at scale - consistently, not just once.

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Media · Content engine

Rocket SEO: 70 to 1,400 content pieces a month

20× output at 85% lower cost per piece, same team

A content engine drafts, adapts, and schedules on-brand pieces across channels - the team edits and approves.

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Builds we ship most often

AI sales bot for website and social media

Answers product questions, recommends items, and captures leads in chat.

Messenger shopping assistant

Handles the full shopping conversation inside Facebook Messenger.

Shopify order-checker agent

Looks up order status and answers delivery questions without a human.

Calendar booking agent

Books, reschedules, and confirms appointments across time zones.

Instagram DM automation

Replies to DMs instantly and turns conversations into orders.

Telegram sales and engagement bots

Runs promotions, answers questions, and keeps communities active.

Want numbers like these?

Bring one workflow. We'll tell you what's worth automating.

No commitment. If it's not worth automating, we'll say so.