Primary question
Who owns what, and where does the intro actually go next?
Start here when the blocker is fit, ownership, or diligence before the next call.

Path briefing
Back to all pathsPartners path
This lane is for primes, partners, investors, and referral sources who need a clear ownership model before they make an introduction or open diligence.
What is at stake
When the split is fuzzy, strong opportunities die early because nobody knows which company should own the next conversation or whether the fit is even real.
Primary question
Start here when the blocker is fit, ownership, or diligence before the next call.
Likely lead
ASG is the coordination layer. It does not replace the entity sites; it makes the first introduction and gets the right team in the room.
What gets sorted first
ASG makes the split clear fast: MRI: IC and defense work with cybersecurity, CMMC, or restricted-environment deployment requirements; IPSA: private legal AI; AISF: standards and governance; ASI: IP development and AI product innovation; Agent Xero: application delivery.
Primary concerns
Inside the route
The route pages are where the stakeholder view gets more specific and the handoff logic becomes tangible.
Scenario
Partners, primes, investors, and referral sources trying to understand who owns what before an intro, teaming move, or diligence call.
Typical next move
Start with ASG. Then the introduction goes straight to the entity and people responsible for the next step.
Once the fit is clear, the next call moves to the entity leadership and builders who will actually own the work.
What this lane is really sorting
What gets blocked first
The first blocker is usually not the opportunity itself. It is uncertainty about which entity owns the work and whether the intro will land with the right people.
What has to be true
The boundaries have to be clear enough that the next meeting is specific, credible, and aimed at the actual owners instead of a generic front door.
Why ASG first
ASG is the front door precisely so the operating entities do not have to blur together. The fit gets sorted fast, and the intro moves to the right team.
Proof in context
Map
The role split is explicit: MRI for IC and defense work with cybersecurity, CMMC, or restricted-environment deployment requirements; IPSA for private legal AI; AISF for standards and governance; ASI for model adaptation and infrastructure work; Agent Xero for application delivery.
Public trace
Each operating entity keeps its own site and record, which makes the handoff easier to verify and easier to explain in diligence or teaming conversations.
Next move
Once the lane is clear, the next conversation belongs with the entity that will actually own delivery rather than with a generic umbrella brand.
Supporting entity
MRI's public site lists Reston, VA, CAGE 10S34, and CMMC Registered Practitioner status. It also says cleared personnel for delivery are confirmed during contracting and highlights secure-enclave and air-gapped delivery environments.
Visit siteSupporting entity
IPSA's public site positions private-cloud or on-prem legal AI for research and matter workflows, with coaching and evaluation up front and source-grounded outputs at the core of the product story.
Visit siteSupporting entity
AISF was formally incorporated as a 501(c)(6) in November 2025. It houses the AI security standards work already underway through MRI's IC and defense engagements, and is building an AI Security Controls Matrix mapped to NIST AI RMF, MITRE ATLAS, ISO/IEC 42001, and OWASP guidance. Manbir Gulati, founding director and president, authored the AI evaluation methodology AISF now publishes as open standards.
Visit siteSupporting entity
ASI is the IP development and innovation engine within the ASG operating model — taking ideas into top-end AI products, owning the intellectual property, and building the systems that move from concept into production-grade delivery.
Supporting entity
Agent Xero's public site centers private software delivery, code review, and custom builds for teams that need product and application execution rather than infrastructure work alone.
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First briefing
These are usually the details that make the lead team, review context, and next move obvious without turning the call into a long discovery loop.
Start with ASG. Then the introduction goes straight to the entity and people responsible for the next step.