Eligibility and ownership/IP clarity
ACA LLC is a U.S. for-profit entity, but solicitation-specific small-business, PI-employment, SAM/UEI, ownership, and IP representations require formal verification at proposal time.
Federal R&D readiness • U.S. Department of Education
ED/IES SBIR READINESS.
A standing readiness layer for future Department of Education / Institute of Education Sciences Small Business Innovation Research opportunities. This is not an award claim and not an open-solicitation notice.
Current program context. The FY2026 ED/IES SBIR Phase IA, Phase IB, and Direct to Phase II solicitations closed June 29, 2026. ACA uses the published program structure to build reusable readiness evidence for future solicitations.
Candidate R&D program
Structural Learning Intelligence / Student Why / Y-Series. Candidate question: whether explicit instructional orientation combined with prerequisite reconstruction and conceptual explanation improves learning-target identification, conceptual explanation, independent assessment performance, retention, and transfer.
Readiness gates
Deployment PASS is not grant-readiness PASS.
Educational problem and public value
Student-design evidence, state mathematics data, and peer-reviewed literature are being mapped to a bounded problem statement.
Technical novelty and prior-art differentiation
The Student Why architecture is defined conceptually, but a systematic competitive/prior-art comparison is not yet complete.
Risky or unproven R&D question
Candidate question: whether explicit instructional orientation plus prerequisite reconstruction and conceptual explanation improves target identification, explanation, independent assessment, retention, and transfer.
Measurable hypothesis
Measures are proposed but not yet frozen in a preregistered or approved experiment protocol.
Benchmark / baseline definition
Formative learner observations and external state/literature benchmarks exist; intervention-specific pretest/baseline measures remain to be designed.
Prototype and experiment plan
Learning architecture is Orient → Why → Connect → Understand → Practice → Demonstrate → Transfer; test protocol is not yet finalized.
Evidence/provenance controls
Canonical evidence registry, lineage, bounded interpretations, RSS projections, and literature registry are implemented in this candidate package; live validation remains pending.
Reproducibility and verification
Package-level validators and machine-readable registries are present; independent study replication has not occurred.
Security/privacy/AI governance
Public synthesis excludes unnecessary student/teacher/school identifiers; formal research protocols require study-specific privacy, consent, IRB, and data-governance review.
Commercialization and customer discovery
Student-design and public scholarship activities provide early discovery evidence; school/district customer validation and commercialization metrics are not established.
Team / PI eligibility and research capacity
Research activity and institutional records exist; solicitation-specific PI employment and team requirements must be verified.
Budget / subaward readiness
No solicitation-specific cost model or subaward plan is frozen.
Research security / compliance
Governance boundaries exist, but formal study permissions and compliance depend on the future protocol and funding mechanism.
Proposal crosswalk
Literature and evidence records now carry ED/IES mapping fields; solicitation-specific narrative mapping remains future work.
Evidence pod architecture
Every experiment should leave a reusable federal evidence pod.
Required pod elements include a machine-readable manifest, problem statement, literature and prior-art mapping, knowledge gap, measurable hypothesis, benchmark, prototype specification, experiment record, metrics, provenance, limitations/failures, reproducibility evidence, version history, validation outputs, commercialization/customer-discovery evidence, and agency-specific crosswalk fields.