COMPARISON
Leapfrog AI vs Make.com
Make.com is a visual automation platform for building scenarios yourself. Leapfrog AI designs and delivers complete production AI systems for mid-market companies.
Quick answer
Choose Leapfrog AI if you want a custom AI system delivered and running in production in 90 days. Choose Make.com if you have in-house capacity to design, build, and maintain your own visual automation scenarios.
What is Leapfrog AI?
Leapfrog AI is a mid-market AI consulting and implementation firm headquartered in Romania, serving EU and US companies with €100M-€500M revenue. We deliver AI audits (€3K, 1 week), AI pilots (from €20K, 6 weeks), and ongoing partnerships (custom, monthly). GDPR-native, fixed-price, no consulting theater.
What is Make.com?
Make.com (formerly Integromat) is a visual no-code automation platform where users drag modules into "scenarios" connecting apps, APIs, and AI models. It is more flexible than simpler tools — routers, iterators, error handlers — but remains a platform you operate yourself, with subscription pricing based on operations volume.
Side-by-side comparison
| Criteria | Leapfrog AI | Make.com |
|---|---|---|
| What you get | Custom-built production AI system | A platform for building your own scenarios |
| Who builds it | Leapfrog AI team delivers end-to-end | Your team designs and maintains scenarios |
| Pricing model | Fixed-price engagement (from €1K) | Subscription + per-operation billing |
| AI capability | Tuned pipelines on your data and domain | Generic AI modules you configure |
| Data residency | EU (Frankfurt) or on-premise | EU/US cloud depending on plan |
| Error handling at scale | Engineered, monitored, handed over | You design and watch it yourself |
| Timeline to production | 1-12 weeks, delivered | Depends on your team’s bandwidth |
| Long-term ownership | Full docs, handover, optional retainer | Ongoing platform dependency |
| Best for | Mid-market companies that want outcomes, not tooling | Technical teams who prefer building in-house |
When to choose Leapfrog AI
- You want a working AI system, not another platform subscription
- Your scenarios keep breaking and nobody owns them
- You need private data pipelines or EU residency guarantees
- Your process needs real AI judgment, not just data shuffling
- You want fixed price and a defined delivery date
When to choose Make.com
- You have ops/engineering staff who enjoy scenario building
- Your automations are straightforward data movement between apps
- You want low monthly cost and accept self-maintenance
- You prefer iterating yourself over delegating delivery
Frequently asked questions
Is Make.com cheaper than Leapfrog AI?
Subscription fees are lower, but the real cost includes the staff time to build, debug, and maintain scenarios. For business-critical processes, mid-market companies often find a fixed-price Leapfrog AI delivery cheaper in total cost of ownership than a growing Make.com estate nobody owns.
Can Make.com handle AI document processing or support agents?
Make.com has AI modules and HTTP connectors, so prototypes are possible. Production-grade accuracy, evaluation, fallbacks, and compliance controls still need to be engineered — which is exactly what Leapfrog AI delivers as a finished system.
Does Leapfrog AI replace or complement Make.com?
Both. If existing Make.com scenarios work, we integrate with them. If they have become a fragile tangle, we replace the business-critical parts with engineered pipelines and leave the long tail to Make.com.
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