Honest comparison of 4 options: generic subscription, in-house team, enterprise agency, or AI-native boutique.
| Criterion | ChatGPT Plus | In-House Team | Enterprise Agency | Blademaster |
|---|---|---|---|---|
| Time to first working system | Instant, but generic | 3-12 months to hire + build | 3-6 months typical project | MVP <48h, production 2-4 weeks |
| Custom-built for your business | Generic, not trained on your data | Full control if team is capable | Custom but standardized | Fully tailored, every client |
| Integrates with your CRM / ERP | Limited; needs custom wrappers | Depends on team skill | Standard integrations available | Any system, any API |
| On-premise / data sovereignty option | Data goes to OpenAI | Full control | Available but expensive | Included if needed |
| You own the source code | OpenAI owns the model | Yes, it's your team | Usually licensed, not owned | Source ownership day 1 |
| Ongoing maintenance & updates | DIY entirely | Team handles it | Premium support contracts | €399+/mo G&M package |
| Typical cost for a 6-month project | ~$120 (but you do the work) | $60k-$200k+ (salaries + overhead) | $80k-$500k+ | $5k-$30k typical |
| AI-specific expertise | The tool is smart; you aren't AI-trained | Hard to hire real AI engineers | Has specialists but expensive | Claude-certified, AI-native agency |
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