Product strategy & discovery
Clarify the problem, map the workflow, and turn ambiguous requirements into focused product direction.
Core capabilities
Senior product design and prototyping support for complex services, AI-enabled workflows, and public-facing digital experiences.
UX research & synthesis
Plan and run user interviews, synthesize findings, and translate research into product requirements.
Service design
Journey maps, service blueprints, intake flows, and operational views for complex service environments.
AI workflow design
Human-in-the-loop workflows, agent experiences, decision support, and review queues people can trust.
Rapid prototyping
High-fidelity prototypes that test assumptions and de-risk implementation before full build.
Implementation-ready UX
Interface specifications, design systems, and engineering-ready product experiences.
Two focus areas
One craft—stakes, not sector. Lane A carries the proof-backed depth; Lane B extends the same human-in-the-loop design practice into mission and operational systems.
Lane A — Federal Health & Public Services
The stake is comprehension. A service the public can’t understand hasn’t been delivered.
Feedback Loupe turns complex health, policy, and benefits information into digital services people can understand, trust, and act on.
Public health, benefits and eligibility, patient and provider experience, science and health communications, and public-facing digital services.
Backed by the principal’s career, not the entity’s: NHTSA’s safety web under Section 508 (via UICGS/Bowhead), NIH-adjacent health communications (via Palladian Partners), and Amtrak’s 30M-user booking system. Feedback Loupe is the practice he brings it through.
Lane B — Defense, Mission, Cyber & Federal IT
The stake is trust under load. An operator who doesn’t trust the tool routes around it.
Feedback Loupe makes complex operational and AI-assisted systems usable and trustworthy enough that operators actually rely on them.
Mission software, operational dashboards, analyst and caseworker workflows, cyber operations, and AI-assisted decision support—systems where clarity, provenance, and operator trust decide whether the tool gets used.
Credibility rests on the principal’s prior environments—defense IT via UICGS/Bowhead and product design at a national-security venture studio (AI/cyber incubation)—not on entity past performance. Positioned at the unclassified/CUI design layer, under cleared primes rather than as one.
Representative work
Evidence of the principal’s capability—not corporate past performance for Feedback Loupe LLC.
Performed by Chris Mullins as an employee or subcontractor of other firms before founding Feedback Loupe. Employer and client specifics available to teaming partners on request.
The institution is the constraint. The citizen is the brief.
Domain overview—federal safety web, national booking, health communications, and civic digital services under institutional constraint.
View domain summary →Consumer safety web under federal constraint.
Section 508, Drupal production surfaces, and regulated consumer safety communications made readable without being made wrong.
View engagement →Designing booking as a system, not a flow.
National passenger rail booking at 30M+ traveler scale—AEM transition, assigned seating, and design system foundation.
View engagement →Designing the search for product-market fit.
Agentic civic AI on a state-government mobile channel—governed agents, wedge definition, and stage-gated delivery.
Clearance & access: No active clearance; clean record; CUI-aware. Deeper case narratives are password-protected on this site—available to teaming partners on request.
Best-fit engagements
Focused, senior-level support that moves teams from unclear needs to usable, testable product direction. Method and delivery model: Approach.
Strong fit both lanes
- UX research and discovery
- Human-centered design support
- Digital service modernization
- Service blueprinting and journey mapping
- AI-enabled workflow design
- Agent and decision-support interface design
- Prototype development
- Usability testing
- Product requirements definition
- Section 508-aware interface design
Lane A — health & public services
- HHS, NIH, CDC, FDA, CMS, HRSA, SAMHSA, AHRQ, and VA health program contractors
- Health-communications and science-communications firms needing senior UX depth
- CMS modernization, benefits, eligibility, and member/patient/provider experience
- Public-facing digital services where comprehension is the delivery metric
- Primes staffing Section 508-aware interface design on public health or benefits programs
Lane B — mission, cyber & federal IT
- Defense systems integrators, cyber firms, and mission-software primes with weak UX
- DoD, DHS, CISA, DARPA, DHA, DOE, and national-security innovation programs
- Operational dashboards, analyst and caseworker workflows, cyber operations UX
- AI-assisted decision support and human-machine teaming at the unclassified/CUI layer
- ANC/8(a), SDVOSB/HUBZone, and cleared primes needing a design sub—not a cleared prime
Most federal digital work runs on prime contract vehicles. Feedback Loupe joins as a subcontractor or specialist labor category (NAICS 541512, PSC DA01/DD01) on active task orders—the usual way primes staff senior UX, service design, and AI workflow support.
Differentiators
One practitioner spanning health and defense—unified by human-in-the-loop AI design, trust surfaces, and workflow fit under stakes.
Ambiguity to execution
From unclear ideas and fragmented stakeholder needs to validated direction and working prototypes.
AI in the workflow
AI that supports human judgment: review, transparency, and real operational handoffs.
Design that can be built
Works directly with engineers and product leaders on implementation-ready UX, not concept slides.
Company information
Entity information for teaming conversations, vendor onboarding, and capability review.
UEITYDSEW7F72D1
CAGE/NCAGE21GT3
541512Computer Systems Design Services (primary)
DA01Application development, UX, and human-centered design
DD01IT service delivery and program / project support
541511Custom Computer Programming Services
541519Other Computer Related Services
541618Other Management Consulting Services
541990All Other Professional, Scientific, and Technical Services
541611Administrative Management and General Management Consulting Services
541690Other Scientific and Technical Consulting Services
Security clearance: No active clearance; clean record; CUI-aware. Feedback Loupe LLC has no corporate past performance—teaming is based on principal capability.
Agent & MCP access
Read-only teaming metadata for capture tools and AI connectors—the same registration facts as this page.
Public HTTPS MCP — entity registration, NAICS/PSC codes, capabilities, and teaming fit. Case studies are not in the connector; contact for deeper proof.
- MCP endpoint (POST)https://feedback-loupe.com/federal-mcp/mcp
- Discovery (GET)https://feedback-loupe.com/federal-mcp/
- Healthhttps://feedback-loupe.com/federal-mcp/health
- AuthenticationNone (public read-only)
ChatGPT: add the MCP endpoint as a connector, then enable the app in each chat before asking teaming questions. Setup detail and local-dev use (Cursor / Claude Desktop): colophon · llms.txt.
Looking for a specialized product design partner?
Available for prime teaming, subcontracting, and focused direct engagements across UX research, service design, AI workflow design, and prototyping. On most programs that means joining your team on an existing vehicle as a small-business sub or specialist labor category.