Coordinating Agricultural Development & Innovation (CADI) Armenia Exchanges: U.S. Food Safety Regulations and Standards Training Program
Foreign Agricultural Service
Coordinating Agricultural Development & Innovation (CADI) Armenia Exchanges: U.S. Food Safety Regulations and Standards Training Program
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Three-arm shadow scoring
All three arms ran automatically during screening. Re-score to refresh against the current vendor profile.
Claude Sonnet 4.6 · Teacher
7926msclaude-sonnet-4-6
This solicitation requires deep subject-matter expertise in U.S. food safety regulations, agricultural standards, and the design and delivery of international training exchanges — none of which appear anywhere in Agile Six's capability statement or past performance. Their NAICS codes (IT and consulting) do not overlap with the program's domain. This is a clear no-bid situation; pursuing this opportunity would waste proposal resources and produce a non-competitive submission.
- complete_domain_mismatch
- no_agricultural_expertise
- no_food_safety_regulatory_knowledge
- no_international_training_program_experience
- no_relevant_NAICS_codes
- no_past_performance_in_FAS_or_USDA_programs
- no_Armenia_or_international_development_experience
Qwen3-4B + LoRA · Student (FT)
2179mstinker-sidecar:scoring-ft
This is a clear no-bid situation. The solicitation requires expertise in U.S. food safety regulations, agricultural standards, and international training program delivery — domains entirely outside of Agile Six's capabilities. Their entire portfolio is web development, accessibility, and human-centered design for federal civilian agencies. Beyond technical mismatch, there is likely a categorical eligibility barrier given the international development/food safety track record requirement. Pursuing this opportunity would waste bid-and-proposal resources with essentially zero probability of award.
- complete_capability_mismatch
- wrong_industry_sector
- no_food_safety_or_agricultural_experience
- no_training_program_delivery_past_performance
- no_international_development_or_USAID_background
- no_relevant_NAICS_codes
- likely_ineligible_as_prime
Base Qwen3-4B · Control
4672msclaude-haiku-4-5-20251001 (sim-base)
Agile Six excels at federal digital transformation and web accessibility but has no food-safety, agricultural-standards, or international training background. Unless the RFP is seeking a learning-management system or digital platform for training delivery—which the title does not suggest—this vendor's skillset does not align with the core mission. A no-bid recommendation is warranted.
- No agricultural or food-safety domain expertise
- No international training-program delivery history
- No USDA or FAS past performance
- Mismatch: tech consultancy vs. technical-training content
- Unclear if contract scope includes software or purely classroom/hybrid training