Comparison
TRARDI vs Building an in-house AI team — partner or hire?
The right decision is not always binary. A common path is to partner first, then internalize once the operating model is proven.
TRARDI typically accelerates first production AI deliverables on bounded scopes, with contractual transfer of the agreed deliverables. Building an in-house AI team often requires a longer horizon, sustained recruiting capacity, and a real recurring operating need. Different shapes for different time horizons.
How we differ
Typically 6–18 months (recruit, onboard, ramp)
3–6 weeks per deliverable
Tight AI talent market, long cycles, counter-offers
Squad ready on day one
Recurring payroll (typically €180k–€350k/year senior in EU)
Fixed-price per milestone
Slow to scale up/down, hiring/firing friction
Scales with engagement scope
You build it yourselves
morAIlity Operating Model (ready-made)
Internal by design
Contractual transfer of the agreed deliverables on delivery
At risk if team members leave
Documented handover, governance retainer option
5+ year AI strategy, recurring core AI work
Time-bounded programs, first AI systems, acceleration
- AI is your long-term competitive moat — you need to own it completely.
- You have a 5+ year AI agenda with recurring work across multiple products.
- You can afford to wait 12–18 months before shipping the first production system.
- You accept recurring payroll and management overhead as the right cost structure.
- You need a production AI system quickly — you cannot wait through the full recruitment and onboarding cycle.
- You have a time-bounded program (audit, pilot, production rollout) without ongoing workload.
- You're building an internal team and want to pair with senior outsiders to accelerate ramp.
- You prefer fixed cost today over an open-ended hiring commitment.
Partner first. Internalize later.
Many teams don't need to choose between TRARDI and in-house. They need TRARDI to accelerate the first production system — then transfer methodology, code, documentation, and governance to the internal team that grows afterwards. You stop paying us when your team is ready to own it.
Three scenarios
You're a Fortune 500 with a 5-year AI agenda
Both are often relevant — internal team for continuity, external partner for acceleration on critical bets.
You're a mid-market firm with one time-bounded AI need
TRARDI likely — hiring a full team for one project often creates the wrong cost structure.
You hired a Head of AI but they're solo; pressure from the board
TRARDI can be relevant as an acceleration layer while the internal team is being built.
FAQ
Should we hire internally or partner externally?
Both, staggered. Hire internal for long-term ownership; partner with TRARDI in parallel to ship the first production system while the internal team ramps up. Most of our Fortune 500 clients do exactly this.
Can TRARDI help us build our internal team?
Yes — our adoption program includes measured capability transfer. By engagement end, your team owns the codebase, methodology, and decision frameworks. That's the difference between us and vendors who protect their lock-in.
How do you compare to hiring our own senior AI engineer?
Per year, a senior is €180k–€350k fully loaded. For one bounded project, we are often faster and avoid the risk of hiring too early or in the wrong sequence. For recurring core AI work, hire. For a first production system while you are still hiring, partner.
What about knowledge transfer when you leave?
Every TRARDI engagement closes with full handover: code, models, data pipelines, operating docs. We design the system to run without us from day one.
Book a 30-minute diagnostic
We'll tell you honestly whether hiring internal makes more sense than partnering — and why.
Book a 30-min diagnostic