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Comparison · Delivery model

Offshore AI staffing vs embedded delivery.

The honest difference: offshore staffing firms provide individual contributors you manage. DehazeLabs provides an embedded team with a US-based technical lead who owns the delivery outcome. The rate per engineer may be similar. The accountability structure is not.

→ What offshore AI staffing actually means

Offshore AI staffing — whether through a body shop, staffing platform, or direct contractor hire — provides individual contributors. You post a requirement, review candidates, make a hire, onboard them into your systems, integrate them into your team, and manage their day-to-day work. When the project ships, that's your delivery. When it doesn't, that's also your delivery problem.

For teams with strong in-house technical leadership and well-defined scopes, this works fine. The DehazeLabs model is built for a different situation: where you need the production AI expertise to show up with the engineers, not be sourced separately from them.

→ What embedded delivery means

DehazeLabs provides an embedded team — typically 3–8 engineers plus a US-based technical lead — where the technical lead owns the architecture, delivery cadence, and outcome accountability. You engage the team, not individual contributors. The management overhead stays with us. The delivery risk is ours to absorb.

This is why clients describe the engagement differently: "we hired DehazeLabs to build X" rather than "we hired engineers who worked on X." The distinction matters when things get hard. A staffing relationship has no mechanism for DehazeLabs to step in and course-correct — because DehazeLabs isn't accountable. An embedded delivery engagement does.

→ When offshore staffing is actually right

Staff augmentation makes sense when: you have strong in-house technical leadership available to manage the team, the scope is well-defined enough that you can evaluate contractor output directly, you're adding capacity to an existing productive team rather than starting something new, and you have the bandwidth to handle sourcing, onboarding, and attrition. If all of those are true, going direct may be cheaper than engaging DehazeLabs.

→ Related reading

DehazeLabs vs Big 4 → DehazeLabs vs in-house AI team → How our engagements work → About DehazeLabs →
[ FAQ ]

Staffing vs delivery — common questions.

What's the difference between DehazeLabs and an offshore AI staffing firm?
The core difference is delivery accountability. Offshore staffing firms provide individual contributors — you source them, you onboard them, you manage them, you own the delivery outcome. DehazeLabs provides an embedded team: a US-based technical lead owns the architecture and delivery outcome, and the South Asia engineering bench executes under that accountability. You engage us like a firm, not like a staffing agency. The rate per engineer may be comparable; the accountability structure is fundamentally different.
Why not just hire offshore contractors directly and save the margin?
You can, and for well-defined work with strong in-house technical leadership, it often makes sense. The DehazeLabs model is right when: you don't have a senior technical lead available to manage an offshore team day-to-day, the work requires production AI expertise that's hard to screen for in a hiring process, you want delivery accountability on a milestone basis rather than hourly billing with no outcome guarantee, or you need the work to move fast without a 2–3 month sourcing and onboarding cycle. Saving the margin by going direct only works if you can absorb the management overhead and hiring risk.
Is DehazeLabs more expensive than offshore staffing?
At the engineer billing rate level, the difference is smaller than it appears — DehazeLabs' South Asia bench is cost-advantaged relative to US rates, and offshore staffing often looks cheap until you add sourcing fees, onboarding time, management overhead, and attrition. The real comparison is total engagement cost. An offshore contractor at $80/hr requiring 6 months of ramp and 20% of a senior engineer's time to manage is often more expensive than a DehazeLabs embedded team at a higher nominal rate that moves immediately and owns its own delivery.

Evaluating offshore staffing vs an embedded delivery model?

Tell us what you're building, your timeline, and what in-house capacity you have. We'll tell you honestly whether you should engage us or go direct — and what the real cost difference looks like for your situation.

Have an honest conversation → How we work