Choosing the Right AI Implementation Partner
Not every AI project needs the same approach. These guides help you understand the tradeoffs between different implementation options.
We created these comparison guides because the right implementation partner depends on your budget, timeline, and internal capabilities. Each page breaks down the key differences with concrete cost ranges, timelines, and scenarios to help you make an informed decision.
Boutique AI vs Enterprise Consultancy
When does a specialized AI partner outperform Big 4 firms?
€15K-€150K boutique vs €200K-€2M+ enterprise. 50-70% cost savings with specialized partners.
70% of enterprise AI engagements stop at strategy stage without production deployment. Boutiques deliver working systems in 2-12 weeks.
Choose boutique if: budget <€200K, need production systems, want senior practitioners. Choose enterprise if: multi-country rollout, board-level credibility needed.
Build vs Buy AI Solutions
In-house development versus working with an implementation partner.
€300K-€500K internal build (Year 1) vs €50K-€150K partner implementation. 3-6x faster time-to-production with a partner.
70% of internal AI projects never reach production (Gartner). Partner path delivers €405K more value in Year 1 for equivalent business outcomes.
Mid-market logistics company automated document processing from 4 hours to 8 minutes using AI pipeline — deployed in 10 weeks via partner vs 12-month internal estimate.
Build if: AI is your core product, 12+ months runway, need daily iteration. Partner if: AI improves existing ops, need results in weeks, want to minimize risk.
AI Consultancy vs Freelancers
Individual contractors versus a structured consultancy approach.
€100K-€250K freelancers vs €50K-€150K consultancy (Year 1). Freelancers appear cheaper but carry hidden coordination and continuity costs.
Freelancers create single points of failure — knowledge leaves when they do. Consultancies include structured handoff and retainer support.
Choose freelancers if: narrow, well-defined task, short engagement, tight budget. Choose consultancy if: production-critical systems, need ongoing support, want knowledge transfer.
At a Glance: Internal Build vs Freelancers vs AI Consultancy
| Criteria | Internal Build | Freelancers | AI Consultancy |
|---|---|---|---|
| Total Year 1 Cost | €300K-€500K | €100K-€250K | €50K-€150K |
| Time to Production | 9-12 months | 6-12 months | 8-16 weeks |
| Expertise Depth | Grows over time | Varies by individual | Proven from day one |
| Maintenance & Support | You own it fully | No guarantee of availability | Retainer options available |
| Scalability | Limited by hiring speed | Hard to coordinate at scale | Flexible team scaling |
| Risk Level | High (70% fail to production) | Medium-High (single points of failure) | Low (proven methodologies) |
| Knowledge Transfer | Stays in-house | Leaves with the freelancer | Structured handoff included |