Frontier leadership is diffusion, not just invention.
America can build frontier tools and still lose if small manufacturers, clinics, farms, schools, local governments, and nonprofits cannot adopt them safely.
Commons ledger
- Playbooks
- 3
- Compute accounts
- 2
- Standards seats
- 3
- Vouchers
- $108.0K
Compute access is explicitly tied to INFRA-07 public compute rules.
Extension Audits
Vendor-neutral workflow audits before small institutions buy frontier tools.
Public Compute
INFRA-07 compute credits, secure enclaves, allocation rules, and energy reporting.
Standards Statecraft
Named owners put public-interest seats into standards bodies before rules harden.
Risk Markets
Testbeds, safety cases, incident reporting, insurance notes, and no coverups.
Sector Playbooks
First playbooks for manufacturers, clinics, and farms, then schools and local governments.
Labor Guardrails
Adoption must train workers and return productivity gains instead of hiding displacement.
First sector playbooks
Adoption help before procurement lock-in.
Each playbook names the audit, compute path, standards owner, risk case, and constraints before deployment.
Small Manufacturer AI and Robotics Adoption
Small manufacturers - Manufacturers with 20 to 250 workers, community college partners, and MEP-style field teams.
Vendor-neutral workflow audits, robotics readiness, predictive maintenance, quality inspection, and worker training for small manufacturers that cannot build a private transformation office.
Workflow audit
Map production bottlenecks, maintenance logs, safety incidents, quality defects, and technician training needs before recommending tools.
Vendor-neutral rule
Auditors must compare at least three implementation paths and publish lock-in risks before vouchers can be used.
Cybersecurity baseline
Asset inventory, segmented OT network plan, MFA for admin accounts, backup restore drill, and supplier access review.
Worker training
Technician upskilling module, safety briefing, operator feedback loop, and no-displacement implementation review.
Privacy constraint
No worker surveillance analytics without notice, bargaining where applicable, and explicit purpose limits.
Safety constraint
Human-safe robot operation, lockout/tagout alignment, incident reporting, and testbed validation before production use.
Labor constraint
Automation plans must include retraining, role redesign, and worker-visible productivity gain reporting.
Adoption measurements
Workflow audits completed
5 audits
Target 12 audits
Workers trained
38 workers
Target 75 workers
Frontier risk case
Collaborative robotics and AI visual inspection
TestbedValidate guarding, human proximity rules, emergency stop, defect-model limits, and operator override before production.
Precision Farm AI and Sensor Adoption
Small and mid-size farms - Family farms, co-ops, extension agents, conservation districts, and rural broadband partners.
Extension-style support for soil sensors, irrigation scheduling, pest detection, traceability, drone imagery, and farm operations without forcing growers into closed vendor stacks.
Workflow audit
Map irrigation decisions, input use, equipment availability, data connectivity, and seasonal labor constraints before technology selection.
Vendor-neutral rule
Farmers must receive data export rights, offline fallback, and at least one non-proprietary implementation option.
Cybersecurity baseline
Router hardening, device update plan, data backup, access roles, and vendor remote-access review.
Worker training
Operator training for sensors and drones, seasonal-worker language access, and maintenance handoff to local technicians.
Privacy constraint
Farm-level operational data stays under grower control; aggregate reporting cannot expose sensitive business data.
Safety constraint
Drone and equipment use must follow local safety rules, weather limits, and human review before action.
Labor constraint
Technology must augment workers and technicians, not become a pretext for unsafe staffing cuts.
Adoption measurements
Public compute credits used
7200 credits
Target 16000 credits
Safety/privacy incidents
0 incidents
Target 0 incidents
Frontier risk case
Drone imagery, soil sensors, and irrigation recommendations
InsuredRecommendations require grower review before action; drone use follows weather, airspace, and worker-safety limits.
Community Clinic AI Operations
Community clinics - Federally qualified health centers, local clinics, patient navigators, and health-access nonprofits.
Safe adoption playbook for appointment triage, prior-authorization paperwork, trial matching, translation support, and back-office automation in clinics with thin IT capacity.
Workflow audit
Measure no-show workflows, prior-auth queues, referral handoffs, language access, staff burden, and patient complaint points.
Vendor-neutral rule
Clinical workflows require side-by-side evaluation, citation display, accessibility review, and exit rights for patient data.
Cybersecurity baseline
HIPAA-oriented access controls, audit logs, phishing training, vendor BAA review, endpoint patching, and incident contact list.
Worker training
Navigator training, clinician override protocols, patient notice scripts, and escalation rules for uncertain outputs.
Privacy constraint
No raw patient record transfer to model vendors; use consent, minimization, and auditable role-based access.
Safety constraint
AI suggestions cannot deny care, finalize eligibility, or replace clinician/patient navigator review.
Labor constraint
Automation must reduce paperwork load and preserve human navigation roles rather than replacing support staff.
Adoption measurements
Cybersecurity baseline complete
42%
Target 100%
Prior-auth minutes per packet
39 minutes
Target 30 minutes
Frontier risk case
Clinic navigation and prior-authorization AI
DraftAI can draft explanations and routing suggestions but cannot deny care, determine eligibility, or suppress escalation.