debt_leverage_profile
Pre-bankruptcy high leverage; ~$130M in debt with minimal revenue; debt-to-equity ratio deeply negative by 2019
Inferred
Agent_Inference
interest_rate_sensitivity
Variable-rate credit facility exposure modest; primary risk was equity dilution and covenant breach, not rate fluctuation
Inferred
Agent_Inference
geopolitical_supply_exposure
Low intensity; China and India supply >60% of global API inputs, creating concentration risk.
Medium
GICS-commodity-overlay-v1
supply_chain_dependency
API-producing fermentation manufacturing in China (Lonza/CMO dependency) and Indian API sourcing for plazomicin precursors
Inferred
Agent_Inference
international_expansion_readiness
Minimal international revenue at bankruptcy; EU regulatory approval pending, near-zero forex exposure at time of collapse
Inferred
Agent_Inference
geographic_footprint
Predominantly US-focused; no material international revenue streams; sovereign currency devaluation risk effectively negligible
Inferred
Agent_Inference
commodity_exposure_profile
Low intensity; commodities: Active Pharmaceutical Ingredients, Rare Earth Elements, Natural Gas (energy), Plastics/Resins, Ethanol, Packaging Materials; geopolitical: China and India supply >60% of global API inputs, creating concentration risk.
Medium
GICS-commodity-overlay-v1
vendor_lock_dependency_score
Single CMO (contract manufacturer) for plazomicin represented non-substitutable critical path; high lock-in, >30% input cost
Inferred
Agent_Inference
business_model_type_primary
Pharmaceutical drug developer and commercial-stage biotech; asset-based, not cloud-dependent SaaS
Inferred
Agent_Inference
business_model_type_secondary
Cloud infrastructure termination risk low; primary operational dependency on lab systems, FDA portals, and CRM, not AWS-scale platforms
Inferred
Agent_Inference
switching_cost_profile
API coupling risk minimal; no external API revenue model; internal systems were standard pharma commercial stack
Inferred
Agent_Inference
howey_test_risk_index
Revenue from drug sales fails Howey Test; equity financing via common stock carries standard securities risk, not Howey-triggering structure
Inferred
Agent_Inference
regulatory_burden_tier
Very High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Limited GDPR/CCPA exposure; patient data governed by HIPAA; small commercial footprint reduced cross-border data transfer risk
Inferred
Agent_Inference
antitrust_exposure_flag
Low antitrust risk; plazomicin had minimal market share; no dominant position in any antibiotic segment achieved before bankruptcy
Inferred
Agent_Inference
regulatory_exposure_profile
Very High burden; regimes: FDA, CMS, HHS, HIPAA, EMA, OIG; Drug pricing legislation and approval delays directly compress revenue visibility.
Medium
GICS-regulatory-overlay-v1
revenue_model_type
Transactional drug sales ~100%; no subscription or multi-year contract revenue; hospital formulary orders were episodic purchases
Inferred
Agent_Inference
monetization_vector
Per-unit drug sales to hospital GPOs and specialty distributors; single-product revenue stream (plazomicin/ZEMDRI)
Inferred
Agent_Inference
pricing_architecture
WAC ~$38,000/course; pricing set above competitor aminoglycosides but challenged by payer pushback and limited formulary adoption
Inferred
Agent_Inference
pricing_power_rating
Weak; payers resisted premium pricing for last-resort antibiotic with limited Phase 3 mortality benefit vs. colistin comparator
Inferred
Agent_Inference
target_gross_margin_bracket
Targeted 70%+ gross margin typical for specialty pharma; actual margins crushed by low volume and high manufacturing fixed costs
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider problem; access controlled via prescription and payer authorization; issue was demand generation failure, not leakage
Inferred
Agent_Inference
headcount_cost_structure
Headcount-linear; built ~200-person commercial sales force for single product, creating unsustainable fixed cost base vs. revenue
Inferred
Agent_Inference
marginal_cost_of_growth
High marginal cost; each additional hospital account required dedicated MSL and sales rep; no scalable digital channel
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; no franchise model; direct sales force model with standard pharma compliance (PDMA, Anti-Kickback Statute)
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC economics remain poor; hospital formulary selling requires relationship-intensive process regardless of volume
Inferred
Agent_Inference
network_effect_present
No network effects; antibiotic adoption is clinician-driven, infection-driven, and episodic; zero demand-side scale benefits
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk low in 2019 context; core value in FDA approval and clinical data, not AI-displaceable workflow
Inferred
Agent_Inference
recession_resistance_tier
Moderate resistance theoretically (infectious disease is non-discretionary), but payer cost-cutting amplified formulary exclusion risk
Inferred
Agent_Inference
customer_segment_primary
Hospital systems and academic medical centers treating CRE/MDR gram-negative bacterial infections
Inferred
Agent_Inference
customer_segment_secondary
Specialty infectious disease physicians and antimicrobial stewardship programs within large hospital networks
Inferred
Agent_Inference
characteristic_occupations
["11-0000 Management Occupations", "13-0000 Business and Financial Operations Occupations", "15-0000 Computer and Mathematical Occupations", "19-0000 Life, Physical, and Social Science Occupations", "21-0000 Community and Social Service Occupations", "23-0000 Legal Occupations", "29-0000 Healthcare Practitioners and Technical Occupations", "31-0000 Healthcare Support Occupations", "41-0000 Sales and Related Occupations", "43-0000 Office and Administrative Support Occupations", "51-0000 Production Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.32 (HIL — ~32% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v1
capital_expenditure_profile
Capex outsourced to CMOs; internal spend was SG&A-heavy commercial buildout; no legacy-to-future infrastructure reallocation
Inferred
Agent_Inference
sec_cik
1070154
Inferred
Agent_Inference
ticker
AKAO (delisted 2019); traded at steep discount reflecting commercial failure, covenant breach risk, and single-product pipeline concentration
Inferred
Agent_Inference