Knightscope, Inc.
f6402c0f33ca4680b54b7ded4fef095d
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-06-20T00:00:38.839436+00:00

Business Model Classification Tokens

monetization_vector
Recurring subscription fees + Product sales + Service contracts
Medium
SEC-10K 0001104659-26-036240
pricing_architecture
Flat-rate subscription + Usage-based product pricing + Maintenance contracts
Medium
SEC-10K 0001104659-26-036240
target_gross_margin_bracket
-42.1% Gross Margin (Negative equity)
High
SEC-XBRL
revenue_model_type
Subscription / Services + Product Sales
Medium
SEC-10K 0001104659-26-036240
customer_acquisition_metric
Direct sales + Pilot programs; long, unpredictable sales cycles
Medium
SEC-10K 0001104659-26-036240
customer_segment_primary
Enterprise / Government / Institutional
Medium
SEC-10K 0001104659-26-036240
customer_segment_secondary
Education (schools/universities)
Medium
SEC-10K 0001104659-26-036240
business_model_type_primary
Managed Service Provider (MSP) / SaaS-enabled Services
Medium
SEC-10K 0001104659-26-036240
business_model_type_secondary
Hardware manufacturer / Robotics provider
Medium
SEC-10K 0001104659-26-036240
supply_chain_dependency
High
Medium
SEC-10K 0001104659-26-036240
headcount_cost_structure
Linear
Medium
SEC-10K 0001104659-26-036240
geographic_footprint
Domestic (United States) focused; limited international exposure
Medium
SEC-10K 0001104659-26-036240
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
howey_test_risk_index
Low
Medium
SEC-10K 0001104659-26-036240
antitrust_exposure_flag
No
Medium
SEC-10K 0001104659-26-036240
data_sovereignty_risk
High
Medium
SEC-10K 0001104659-26-036240
vendor_lock_dependency_score
High
Medium
SEC-10K 0001104659-26-036240
pricing_power_rating
Weak
Medium
SEC-10K 0001104659-26-036240
network_effect_present
No
Medium
SEC-10K 0001104659-26-036240
switching_cost_profile
Moderate
Medium
SEC-10K 0001104659-26-036240
asset_efficiency_ratio
-82.0% Return on Assets (Negative equity)
High
SEC-XBRL
recession_resistance_tier
Mixed
Medium
SEC-10K 0001104659-26-036240
interest_rate_sensitivity
Moderate
Medium
SEC-10K 0001104659-26-036240
debt_leverage_profile
0.14x Total Debt / Equity (Conservative)
High
SEC-XBRL
geopolitical_supply_exposure
Low intensity; China's December 2024 ban on gallium and germanium exports to the US (germanium tetrachloride is the core dopant in optical fiber; gallium underpins optoelectronic transceivers) sits on top of the sector's binding 2026 constraint of grid-power scarcity and multi-year interconnection queues for AI-driven data-center buildouts.
Medium
GICS-commodity-overlay-v2
marginal_cost_of_growth
256.9% OpEx as % Revenue (High Growth Cost)
High
SEC-XBRL
franchise_compliance_risk
N-A
Medium
SEC-10K 0001104659-26-036240
international_expansion_readiness
Low
Medium
SEC-10K 0001104659-26-036240
characteristic_occupations
["11-0000 Management Occupations", "13-0000 Business and Financial Operations Occupations", "15-0000 Computer and Mathematical Occupations", "23-0000 Legal Occupations", "27-0000 Arts, Design, Entertainment, Sports, and Media Occupations", "41-0000 Sales and Related Occupations", "43-0000 Office and Administrative Support Occupations", "49-0000 Installation, Maintenance, and Repair Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.31 (HIL — ~31% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v2
commodity_exposure_profile
Low intensity; commodities: electricity (grid power for networks and data centers), copper (legacy access networks, cabling, connectors), fiber-optic glass / silica with germanium dopant, diesel fuel (fleet operations and backup generation), steel (towers, masts, conduit), aluminum (cable sheathing, enclosures, structures); geopolitical: China's December 2024 ban on gallium and germanium exports to the US (germanium tetrachloride is the core dopant in optical fiber; gallium underpins optoelectronic transceivers) sits on top of the sector's binding 2026 constraint of grid-power scarcity and multi-year interconnection queues for AI-driven data-center buildouts.
Medium
GICS-commodity-overlay-v2
regulatory_exposure_profile
Medium burden; regimes: FCC, FTC, GDPR, DOJ, CFIUS, EU DMA; Platform content-liability reform and antitrust actions threaten core business models.
Medium
GICS-regulatory-overlay-v1
sec_cik
0001600983
High
SEC-EDGAR
ticker
KSCP
High
SEC-EDGAR
capital_expenditure_profile
5.8% CapEx / Revenue (Moderate-CapEx)
High
SEC-XBRL
churn_vulnerability_index
High
Medium
SEC-10K 0001104659-26-036240

Knowledge Graph — All Sections

monetization_vector
Recurring subscription fees + Product sales + Service contracts
Medium
SEC-10K 0001104659-26-036240
pricing_architecture
Flat-rate subscription + Usage-based product pricing + Maintenance contracts
Medium
SEC-10K 0001104659-26-036240
target_gross_margin_bracket
-42.1% Gross Margin (Negative equity)
High
SEC-XBRL
revenue_model_type
Subscription / Services + Product Sales
Medium
SEC-10K 0001104659-26-036240
customer_acquisition_metric
Direct sales + Pilot programs; long, unpredictable sales cycles
Medium
SEC-10K 0001104659-26-036240
customer_segment_primary
Enterprise / Government / Institutional
Medium
SEC-10K 0001104659-26-036240
customer_segment_secondary
Education (schools/universities)
Medium
SEC-10K 0001104659-26-036240
business_model_type_primary
Managed Service Provider (MSP) / SaaS-enabled Services
Medium
SEC-10K 0001104659-26-036240
business_model_type_secondary
Hardware manufacturer / Robotics provider
Medium
SEC-10K 0001104659-26-036240
supply_chain_dependency
High
Medium
SEC-10K 0001104659-26-036240
headcount_cost_structure
Linear
Medium
SEC-10K 0001104659-26-036240
geographic_footprint
Domestic (United States) focused; limited international exposure
Medium
SEC-10K 0001104659-26-036240
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
howey_test_risk_index
Low
Medium
SEC-10K 0001104659-26-036240
antitrust_exposure_flag
No
Medium
SEC-10K 0001104659-26-036240
data_sovereignty_risk
High
Medium
SEC-10K 0001104659-26-036240
vendor_lock_dependency_score
High
Medium
SEC-10K 0001104659-26-036240
pricing_power_rating
Weak
Medium
SEC-10K 0001104659-26-036240
network_effect_present
No
Medium
SEC-10K 0001104659-26-036240
switching_cost_profile
Moderate
Medium
SEC-10K 0001104659-26-036240
asset_efficiency_ratio
-82.0% Return on Assets (Negative equity)
High
SEC-XBRL
recession_resistance_tier
Mixed
Medium
SEC-10K 0001104659-26-036240
interest_rate_sensitivity
Moderate
Medium
SEC-10K 0001104659-26-036240
debt_leverage_profile
0.14x Total Debt / Equity (Conservative)
High
SEC-XBRL
geopolitical_supply_exposure
Low intensity; China's December 2024 ban on gallium and germanium exports to the US (germanium tetrachloride is the core dopant in optical fiber; gallium underpins optoelectronic transceivers) sits on top of the sector's binding 2026 constraint of grid-power scarcity and multi-year interconnection queues for AI-driven data-center buildouts.
Medium
GICS-commodity-overlay-v2
marginal_cost_of_growth
256.9% OpEx as % Revenue (High Growth Cost)
High
SEC-XBRL
franchise_compliance_risk
N-A
Medium
SEC-10K 0001104659-26-036240
international_expansion_readiness
Low
Medium
SEC-10K 0001104659-26-036240
characteristic_occupations
["11-0000 Management Occupations", "13-0000 Business and Financial Operations Occupations", "15-0000 Computer and Mathematical Occupations", "23-0000 Legal Occupations", "27-0000 Arts, Design, Entertainment, Sports, and Media Occupations", "41-0000 Sales and Related Occupations", "43-0000 Office and Administrative Support Occupations", "49-0000 Installation, Maintenance, and Repair Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.31 (HIL — ~31% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v2
commodity_exposure_profile
Low intensity; commodities: electricity (grid power for networks and data centers), copper (legacy access networks, cabling, connectors), fiber-optic glass / silica with germanium dopant, diesel fuel (fleet operations and backup generation), steel (towers, masts, conduit), aluminum (cable sheathing, enclosures, structures); geopolitical: China's December 2024 ban on gallium and germanium exports to the US (germanium tetrachloride is the core dopant in optical fiber; gallium underpins optoelectronic transceivers) sits on top of the sector's binding 2026 constraint of grid-power scarcity and multi-year interconnection queues for AI-driven data-center buildouts.
Medium
GICS-commodity-overlay-v2
regulatory_exposure_profile
Medium burden; regimes: FCC, FTC, GDPR, DOJ, CFIUS, EU DMA; Platform content-liability reform and antitrust actions threaten core business models.
Medium
GICS-regulatory-overlay-v1
sec_cik
0001600983
High
SEC-EDGAR
ticker
KSCP
High
SEC-EDGAR
capital_expenditure_profile
5.8% CapEx / Revenue (Moderate-CapEx)
High
SEC-XBRL
churn_vulnerability_index
High
Medium
SEC-10K 0001104659-26-036240

Business Model Components

Core Space

> *Pending Turn 2 — Business Model Type Agent population.*

Interaction Modes

> *Pending Turn 2 — Business Model Type Agent population.*

Product Matrix

> *Pending Turn 2 — Business Model Type Agent population.*

Historical Evolution Log

Live Operational Signals

Signal DateSignal TypeSummary
Source

Evaluation Gate — Persona Stress Tests

SKILL_BUFFETT_VAL_03PENDING——
SKILL_LEGAL_SEC_01PENDING——
SKILL_SHORT_BEAR_01PENDING——
SKILL_MACRO_STRAT_01PENDING——
SKILL_OPS_PARTNER_01PENDING——

Live Status

No Live Status block found.