Species-specific reference intervals are buried in textbooks
5-15 min/result manual lookup; high error rate on exotics
Reference-interval engine per species/age/sex with auto-flagging at result entry
AssayCore Vet serves veterinary diagnostic laboratories processing samples from companion animals, livestock, poultry, and wildlife. The system supports serology, microbiology, pathology, and molecular diagnostics workflows. Herd/flock management with outbreak tracking, zoonotic disease alerting, and regulatory reporting for OIE notifiable diseases are built in. Integration with practice management systems and livestock databases streamlines sample submission.
Compliance & Standards
Complete feature set covering every stage of your laboratory workflow.
Concrete laboratory pain — quantified — and how AssayCore Vet addresses each.
Reference-interval engine per species/age/sex with auto-flagging at result entry
FEC EPG calculator with photo evidence and parasite-species pick-list
Herd / flock prevalence dashboard with OIE notifiable-disease auto-alert
Native CLSI VET01/03/09 breakpoint tables with species + bodysite context
REST + HL7v2 ingestion from Cornerstone, ImproMed, AVImark
Built-in controlled-substance log with DEA Form 222 export
Bundled CPU-only inference. Open datasets, transparent metrics, lab-tunable thresholds.
| Model | Task | Dataset | Metric | Latency | Status |
|---|---|---|---|---|---|
| vet.species_anomaly | Detect anomalous results per species reference interval | OIE manual ranges + internal multi-species (synthetic 30K) | F1 0.89 | 16 ms (CPU) | Production |
| vet.parasite_classifier | Classify parasite eggs from FEC microscope images | Curated FEC image set (assaycore/vet-parasites, 4.2K images) | Accuracy 91.5% | GPU only (380 ms CPU fallback) | GPU-only |
| vet.herd_outbreak_detector | Detect early outbreak signals across herd / flock | Synthetic outbreak time-series (50K herds) | AUC 0.87 at 48 h lead time | 30 ms (CPU) | Production |
| vet.zoonotic_risk_scorer | Score zoonotic-disease risk from sample + species + region | EFSA Zoonoses + CDC + OIE notifiable-disease registry | Precision 0.82 / Recall 0.88 | 22 ms (CPU) | Production |
| vet.ast_predictor | Predict S/I/R using CLSI VET01/03 breakpoints | Vet AST synthetic clinical (CLSI VET patterns) | Accuracy 0.86 | 14 ms (CPU) | Production |
| vet.necropsy_qa | Retrieval QA over necropsy / pathology corpus | Curated vet pathology corpus (200 docs) | Recall@5 0.74 | 60 ms (CPU) | Planned |
Calculations that actually run in AssayCore Vet — every formula links to its source standard.
EPG = count × dilution_factorWAAVP guidelines; OIE Terrestrial Manual
P = (n_positive / n_tested) × 100OIE chapter 1.4; AAVLD
P_true = (P_app + Sp − 1) / (Se + Sp − 1)Rogan-Gladen; OIE
flag = x < RI_low(species, age, sex) OR x > RI_high(species, age, sex)ASVCP RI Guidelines 2012
S if MIC ≤ S_breakpoint(species, bodysite); R if MIC > R_breakpointCLSI VET01-S6 / VET03-A2
ΔBCS = BCS_t − BCS_(t-1)AAFP / WSAVA BCS scales
dose_mL = body_weight_kg × dose_factor / concentrationFDA CVM dosing guidance
Honest side-by-side. Where competitors lead we say so; where we lead, we show how.
| Competitor | Their offer | AssayCore Vet |
|---|---|---|
| IDEXX Reference Laboratories | Fee-per-test outsourcing; clients have no LIMS for in-house testing | In-house LIMS that integrates with IDEXX as a reference-lab connector |
| Antech Diagnostics | Vendor-locked portal; weak multi-site herd reporting | Multi-site herd / flock prevalence dashboard with OIE alerts |
| VETgo / VetPMS | Practice-management focus; no AST or pathology workflow | Full vet AST (CLSI VET01/03/09) + parasitology + necropsy modules |
| Heska | Instrument-tied; weak open integrations | Open HL7v2 + REST integration with Cornerstone, ImproMed, AVImark |
| Generic LabWare Vet | $100-220K, 6-month deploy, custom per-species config | $19.9-29.9K starter, 21-day deploy, multi-species reference intervals out-of-box |
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