MFMomentum Federal
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Foreign Agricultural Service

Coordinating Agricultural Development & Innovation (CADI) Armenia Exchanges: U.S. Food Safety Regulations and Standards Training Program

Source grants.gov

Coordinating Agricultural Development & Innovation (CADI) Armenia Exchanges: U.S. Food Safety Regulations and Standards Training Program

Next steps

  1. 01Extract compliance

    Pending

  2. 02Refresh workflow agent

    Pending

  3. 03Draft proposal

    Pending


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

7926ms

claude-sonnet-4-6

4
Fit
3
Tech
40
$

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)

2179ms

tinker-sidecar:scoring-ft

4
Fit
2
Tech
40
$

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

4672ms

claude-haiku-4-5-20251001 (sim-base)

22
Fit
18
Tech
45
$

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