Vetted engineers, into your team.
Screened contractors placed into your existing structure, usually billed monthly or hourly and scalable up and down quickly. They work to your direction: your architecture, your management, your definition of done.
An honest comparison
Renting engineers and buying an outcome are different purchases.
Marketplaces solve a real problem: getting capable engineers onto your team quickly and flexibly. The difference is who holds the architecture, the accountability and the management load once they arrive.
The Frame
Screened contractors placed into your existing structure, usually billed monthly or hourly and scalable up and down quickly. They work to your direction: your architecture, your management, your definition of done.
A senior pod that owns the outcome rather than filling a seat. Architecture, evaluation and monitoring come with it, and the engagement is priced against the metric it is accountable for moving.
The distinction is who is accountable when it does not work.With augmentation that is you, because they are working to your plan. That is a fair trade if you have the senior capacity to direct them.
Time to production
There is no figure opposite ours. Programme lengths vary far too much to state as fact, and inventing one would fail the same test that kept every other statistic off this page.
Side-by-side
Honest in both directions
Engineers onto the team in days, scaled down just as quickly. For variable capacity that is genuinely hard to beat.
If you have the senior capacity in-house to direct the work well, augmentation is frequently the more economical route.
Your architecture and your standards throughout, with no external party making design decisions.
Contractors deliver to your plan. If the plan is wrong, that is your risk, and it usually surfaces late.
Direction, code review and onboarding all cost your senior people time. That cost rarely appears in the rate comparison.
Screening quality differs across marketplaces, and an ML engineer who interviews well is not automatically one who has run models in production.
The pod owns the outcome, not just the tickets. If the approach is wrong, that is ours to fix.
You do not need spare senior capacity in-house to direct the work, because the seniority is in the pod.
The system arrives with the harness that proves it works, not just the feature.
Scoped engagements do not flex week to week the way rented capacity does.
If you already have strong senior direction in-house, paying for ours is paying twice.
If you know exactly what to build and simply need more hands, augmentation is the more sensible purchase.
Keep comparing
You are buying an outcome scoped to one metric rather than engineering capacity by the seat. Architecture, evaluation and monitoring come with the pod instead of being your job to specify and review.
We are. Contractors deliver to your plan, so with augmentation the risk of the plan being wrong stays with you, and it usually surfaces late. The pod owns the outcome, not just the tickets.
Probably not for that work. If you have the senior capacity to direct engineers well, paying for ours is paying twice, and augmentation is frequently the more economical route.
Not the way a marketplace can. The engagement is scoped up front, so it does not flex week to week, and that flexibility is a genuine advantage of the other model.
No, and we would say so. A pure capacity gap is what augmentation is for, and buying an accountable pod to fill it is the wrong purchase.
A direct conversation about the problem, the metric, and whether we are the right shape for it. If another option on this page fits you better, we will say so.