About MOTA

We believe agentic AI succeeds
when the work gets finished.

Enterprises bought agentic AI at record pace. The flows that matter most are the ones that break. MOTA builds the completion layer that closes the gap, starting with the Salesforce ecosystem.

What we believe

Probabilistic models need deterministic scaffolding. We're pro-ecosystem: the better Agentforce does, the more completion matters.

How we work

Evidence first: published benchmarks, shared methodology, and analysis that is fair to the platform we build on. If we cannot prove it, we do not claim it. When we do not know yet, we say so.

Who we are

MOTA was founded by David Miller and is run from Marlton, New Jersey, by a team rooted in enterprise systems and symbolic planning. The leadership team works directly with every early-access customer. There is no layer in between.

Where we're headed

The completion layer is bigger than one platform. We have already run MOTA against Salesforce, ServiceNow and QuickBooks. API-first today and MCP-native next, the same guarantees extend across the SaaS stack as enterprise agents standardise.

Get in touch

Talk to the founders, not a funnel.

Every early-access application is reviewed personally, with a response within 48 hours. For press, partnerships, or benchmark submissions to the Completion Index, email us directly.

Early access

Apply here. The leadership team reads every application and replies within 48 hours. If MOTA is not right for your workflow, we will say so.

General & press

hello@motaai.dev

Follow us

LinkedIn · Substack · Medium, home of the Agentforce series and the completion research.