Facility / CQV project → engineering & validation firm fit · live data
Describe your GMP facility design / cleanroom / commissioning-qualification-validation project — firm type, engineering & validation disciplines, modality, cleanroom grade, ISO class, framework, regulatory agency, geography and engagement model — and your real firm records re-rank live by a transparent twelve-factor weighted estimate.
Fit score · deterministic, rules-based — not AI
Your project
Special requirements
Factor weights · Σ 100
fixed
Firm type12
Engineering discipline10
Validation / CQV15
Modality experience10
Cleanroom grade10
ISO class8
Framework8
Regulatory agency8
Geography7
Engagement model4
Turnkey EPCM4
CQV program mgmt4
Score = Σ factor weight where the firm satisfies your requirement (weights sum to 100). Each requirement is exact CSV membership; an “Any” field is non-constraining. Fully transparent & reproducible — not a recommendation to engage; confirm capability & references directly.
The fit score is a deterministic, rules-based weighted sum of your requirements (weights total 100) over real firm records — not AI/ML, and not a recommendation to engage. Confirm capability, certifications and references directly before selecting an engineering or validation partner.