About

ABOUT ALMMA

Accountability doesn’t delegate.
Work does.

Almma exists to make operational work handoverable — bounded in scope, overseen by a person, and recorded end to end — without pretending that responsibility moved with it.

THE THESIS

Agency is a category error.

Software does not take responsibility. It cannot be asked to answer for an outcome, and no amount of autonomy changes that. The industry’s language pretends otherwise — and every organization that adopts it discovers the gap the first time something goes wrong and nobody’s name is on it.

Delegation is the older, better idea. You hand over a defined piece of work, you write down its boundaries, you name who reviews it and who stays answerable. That’s how organizations have always distributed labor without distributing responsibility, and it’s the model our software implements.

WHAT WE BUILD

Three pillars

One system for defining delegations, one for running them, and one platform underneath both.

WE VALUE

Three commitments

Not aspirations. Constraints we accept on what we’ll build and what we’ll claim.

Dignity is the constraint
The output of all work must respect the dignity of direct and indirect users. This was written before the first delegation shipped, and it is the one line we won’t negotiate on a deal.
Boundaries before capabilities
We define what a delegation will not do before we build what it does. Limits stated at design time are trust; limits discovered after an incident are liability.
Say what we don’t have
No certifications we haven’t earned, no team we don’t employ, no guarantees about model behavior nobody can make. The gaps go in the scoping document, not into procurement.
HOW WE DELIVER

Delegation, not assistance

Four properties that make a handover real rather than rhetorical. Every delegation we ship has all four, or it doesn’t ship.

01
One task, one scope
Each delegation covers one defined body of work. No general-purpose ambiguity, no scope creep.
02
Explicit non-responsibilities
What’s out of bounds is written down alongside what’s in. Boundaries come from design, not from failure.
03
A named human stays accountable
Escalation paths built in from the start, and a person whose name is on the outcome throughout.
04
Measurable outcomes
Defined success metrics per deployment: resolution rates, escalation patterns, time recovered.
Lucas E. Wall, Founder & CEO of Almma.AI
WHO BUILDS THIS
“The question was never whether AI can do the work. It’s whether an organization can hand work over and still be accountable for it. That’s a design problem, and it’s the one we solve.”
Lucas E. Wall — Founder & CEO, Almma.AI
Twelve papers on delegation, intellectual ability, and system-level reliability. Professor of Practice, Busch School of Business, The Catholic University of America.

Have work you’d rather hand over?

Tell us what the work is. We’ll be direct about what can be delegated, where the boundaries belong, and what we can’t do today.