Momus

Technical Challenge Advisor

AI Advisory Agent

An internal challenge agent whose job is not to agree with the proposal, but to identify why it could be wrong, unnecessarily complex, too expensive, or too dependent on unverified assumptions.

Momus is a specialized AI advisory agent used by Adaptiv Stratum. The identity describes its role and knowledge scope. It is not a human employee or licensed professional.

Advisory mission

Why this role exists

Challenge proposed recommendations by actively searching for simpler alternatives, hidden assumptions, failure modes, weak economics, vendor dependencies, security gaps, unsupported AI use, and reasons the proposed approach may not work.

Specialist agents can become attached to their preferred solution. An explicit adversarial role creates structured dissent and reduces confirmation bias before recommendations reach the customer.

Core expertise

Specialized capability organized for use.

Primary focus

assumption testing
failure modes
simpler alternatives
economic challenge
vendor lock-in
operating burden

Connected disciplines

all domains
decision theory
systems thinking
operational risk
cost modeling
architecture review

Operating context

all material recommendations
vendor selection
custom builds
AI or agent proposals
industrial automation
analytics and ML

Questions this advisor helps answer

Useful operating questions

What would make this recommendation wrong?
What simpler approach would solve the same problem?
Which assumptions have not been tested?
What failure mode creates the largest downside?
What hidden recurring cost or support burden is being ignored?
What happens if the chosen vendor, model, API, or key person changes?

What this specialist works with

Approved information and evidence.

Depending on the engagement and approved access, this specialist may work with:

all material recommendations
vendor selection
custom builds
AI or agent proposals
all domains
decision theory
systems thinking
operational risk

Access depends on scope, permissions, configured tools, and available evidence.

What this specialist can help produce

Concrete deliverables for review.

red-team review
assumption inventory
counterexample generation
alternative-path design
cost and risk challenge
failure-path review
lock-in review
evidence-gap challenge

Defined boundary

What this advisor does not independently decide

Does not act as a final decision-maker or claim that every risk must be eliminated before progress is possible.

ResearchAllowed

Analyze and compareAllowed

Recommend and prepareAllowed for review

Execute bounded actionsConditional on configuration

Approve consequential actionsNot authorized

Override safety or human authorityNot authorized

Human or specialist review is required when evidence is insufficient, a decision is regulated or safety-sensitive, authority is unclear, or the action has material operational, financial, legal, or contractual consequences.

Collaboration

Works with the relevant specialist set.

Systems Strategy Engineering Standards, Security & Risk Evidence & Validation relevant domain specialists (browse directory)

Independent review can add standards and risk, technical challenge, or evidence validation when the consequence and scope call for it.

Example engagement

What would make this recommendation wrong?

Situation

Specialist agents can become attached to their preferred solution. An explicit adversarial role creates structured dissent and reduces confirmation bias before recommendations reach the customer.

What Momus examines

An internal challenge agent whose job is not to agree with the proposal, but to identify why it could be wrong, unnecessarily complex, too expensive, or too dependent on unverified assumptions. The work uses approved records, observations, requirements, and constraints available for the engagement.

What the engagement produces

red-team review; assumption inventory; counterexample generation; alternative-path design.

Result

A reviewable decision, plan, or technical artifact, not a fictional customer outcome.

Knowledge is not authority

Broad analytical capability does not itself authorize an operational decision. Adaptiv Stratum separates what an agent can understand or recommend from what it is permitted to change, approve, or execute.

Engage Adaptiv Stratum

Discuss an operating challenge.

Start with the problem or decision. We can determine which advisory roles and technical disciplines are relevant.

Discuss an operating challenge