Custom-built. Continuously improved. Two ways to engage. One commercial
principle: pay for what you actually use.
Our engagement model
Build & hand off
Our forward-deployed engineers embed with your team, ship production AI, and
hand over the keys. You own the platform, the code, the model selection, and
the data. Use any AI provider, swap them anytime.
Managed platform
Want us to keep operating it after launch? Managed hosting, monitoring,
security patching, and continuous improvement under a SaaS license.
Provider-neutral
Engagements scale with the work, not a floor. Start with a pilot, expand as it
works, pause anytime. Use any AI provider, switch anytime. No surprise
true-ups, no fine print.
How it works
From first conversation to live platform in weeks, not quarters.1
Discovery & strategy
We learn your business, identify opportunities, and design a transformation
roadmap tailored to your goals.
2
Build & deploy
Our team designs, develops, and deploys your solution. From architecture to
production, on your timeline.
3
Launch & handoff
We launch into production, train your team, and hand over the keys. You own
it. Where you go from there is your call.
4
Ongoing support (optional)
Want us to keep operating it? Opt in to managed hosting, monitoring, security
patching, and continuous improvement under a SaaS license. Or run it yourself.
Go to market faster
Don’t start from zero. Every engagement can begin on our proven platforms, so you’re live in weeks: Ask Marcia (AI operations), Marcia Code (AI tuned to your codebase), and MarciaOS (the operating layer underneath everything).Investment
Sized to fit the work. No surprise true-ups. Talk to us about scope.Project engagement
Custom, sized to your scope. Forward-deployed engineers by the week;
pilot, residency, or embedded scope; production AI you fully own; not limited
to one AI provider; pause, expand, or wrap whenever.
Crest products (SaaS)
Custom, subscribe to what we already built. Marcia Code, Ask Marcia,
MarciaOS, and more; ready on day one; onboard in days; per seat, per
workspace, per API call, or per token used; upgrade to a custom build anytime.
Managed platform
Custom, if you want us to keep operating it. Managed hosting and
infrastructure; 24/7 monitoring and uptime SLA; continuous updates; security
patches and compliance; priority support.
More ways to work with us
Self-service
Start on your own. Sign up for our products and onboard yourself, no
forward-deployed team required. Request access at marciacli.com.
Token-usage billing
Pay for what you actually use. Usage-based billing on the tokens you consume,
so cost tracks real usage instead of fixed seats.
Training services
Get your team productive fast with hands-on training: onboarding, best
practices, and tailored enablement for developers and operators.