Quick note before we start: this page is by Ryz Labs, and we're an alternative to both firms we're comparing. We'll tell you plainly when one of them suits you better than we do. Their details are taken from their sites and Clutch, with links at the end.
Ask yourself how much of the AI problem is organizational. If the hard part is getting your company to agree on use cases and then getting people to adopt the result, HatchWorks AI sells a program for that, from strategy through change management. If the hard part is just getting a defined thing built, Azumo will price it per unit of working software before it starts.
And if the hard part is that your team needs more senior AI builders than it has, so you can ship and own the system yourself, Ryz Labs is our recommendation. You get an AI pod team or individual engineers who work in your repos, at a published monthly price.
Here is every public price signal we found, checked October 2026. Most firms in this market don't publish a rate card, so we show the hourly band on their Clutch listing and convert it to a monthly figure for one full-time engineer.
Monthly figures are our math at 160 hours a month. Directory bands are entered by the firms themselves and are not quotes, so ask each vendor for a written monthly price for the same roles at the same seniority.
HatchWorks AI thinks in stages. GenROI produces a strategy and roadmap. GenDD, its Generative-Driven Development method, builds, and HatchWorks says it reaches a "first production release in 8 to 12 weeks." GenEQ handles the people side. One case it summarizes, for Vanco Payment Solutions, lists 180 people trained across 8 role tracks and 41 production-ready deliverables. You can enter through Forward Deployed Engineers, Agentic AI Pods or a full program, and add a Fractional Chief AI Officer.
Azumo thinks in deliverables. It designs, builds and staffs "AI driven web, mobile and data solutions," and its pricing page explains that a Delivery Unit is "a defined, testable piece of working software." Larger builds get a lower per-unit price. It also offers dedicated teams and staff augmentation where you "review, meet, and select your candidates," and it runs its own open-weight platform, Valkyrie.
Put simply, HatchWorks AI sells change across your company, and Azumo sells software against a scope.
Both firms here are AI specialists. The difference with us is who ends up holding the system.
Your team builds it with ours. Ryz AI pod teams work through four steps: talk, match a team to your stack, join your repos, CI and standups, then grow the team or hand the whole system over when it's done. Your engineers are in the room the whole time, so there's no handover gap. Read about forward-deployed engineers.
Production proof in a regulated setting. A Ryz pod built AI marketing-compliance review for a leading alternative asset manager, taking 8,000+ documents from days to hours. That kind of work runs in the client's cloud, under the client's controls. More in our case studies.
Monthly pricing that survives scope changes. AI projects rarely keep their first scope. Paying per engineer-month, from $7,000 for mid-level to $15,000 for senior, means a pivot doesn't trigger a new quote.
Only senior people. We've interviewed tens of thousands of engineers, and the top 1% make it. You meet your named engineers before the engagement starts.
Compare each with us at Ryz Labs vs HatchWorks AI and Ryz Labs vs Azumo, or browse HatchWorks AI alternatives, Azumo alternatives, HatchWorks AI competitors and Azumo competitors.
No. GenDD is a build method inside a HatchWorks program, scoped per outcome. A Delivery Unit is Azumo's priced unit of tested software.
HatchWorks AI, through GenEQ. Azumo doesn't present training as a core offer on the pages we read.
HatchWorks AI says "SOC 2 Type I attested." Azumo says "SOC 2 Certified." Ask each for its report and its scope.
Yes, if you own the roadmap. Our pods build from your plan in your cloud. Send us the roadmap.
Everything here was checked in October 2026. Firms update offers often; verify before signing.
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