Fourteen verticals. One reasoning core.
Every domain pack ships with a pre-tuned cohort of cognitive organs, a domain ontology, and signal calibrations from real cases. The reasoning core stays constant — what changes is which of the 404 organs are taught to see.
Financial Modeling & Risk
Financial Modeling & Risk
Risk-adjusted forecasting, capital allocation, and stress scenarios — modeled in parallel across nine force variables, not collapsed into a single point estimate.
Phase capital deployment against demand variance and momentum decay across the planning horizon.
Adverse-scenario cash-flow paths across covenant, FX, and rate shocks.
Target screening with second-order coupling effects across portfolio.
measured across last 30 sessions in this domain
Supply Chain Optimization
Supply Chain Optimization
Multi-tier disruption modeling. Tracks tier-1 through tier-4 supplier risk, port congestion, and lead-time distributions — not averages.
Identify single-points-of-failure two tiers deep, weighted by replacement lead time.
Simulate cascading shutdowns from origin point through downstream SKUs.
Optimal buffer levels per SKU given volatility and carrying cost.
measured across last 30 sessions in this domain
Healthcare Diagnostics
Healthcare Diagnostics
Clinical decision support with full provenance. Every output is traceable back to the agent cohort, evidence chain, and confidence calibration that produced it.
Probabilistic differential across symptom vector with explicit uncertainty.
Cost-effectiveness across regimen alternatives with constraint enforcement.
Surface cases whose features fall outside the cohort distribution.
measured across last 30 sessions in this domain
Legal & Compliance
Legal & Compliance
Risk surfaces across contract clauses, jurisdictional overlap, and regulatory regimes — modeled as a coupled system rather than independent checks.
Score every clause for liability exposure and counterparty dependence.
Detect regulatory regime shifts before formal publication via signal momentum.
Map cross-jurisdictional conflicts in a single transaction.
measured across last 30 sessions in this domain
Energy Grid Management
Energy Grid Management
Load balancing, dispatch optimization, and weather-coupled forecasting at substation granularity. Sub-second decisions on a 90-agent cohort.
Real-time generator dispatch across constraints and weather coupling.
Substation-level demand curves with confidence bands.
Stochastic intake from solar/wind under grid stability constraints.
measured across last 30 sessions in this domain
Defense & Geopolitical Intel
Defense & Geopolitical Intel
Multi-actor scenario modeling. Signal triage at scale. Escalation paths surfaced with probability bands rather than narrative speculation.
Branch-and-bound exploration of actor moves with volatility bands.
Surface anomalous signals from noise; tag provenance to specific cohort agents.
Estimate actor capability with explicit uncertainty.
measured across last 30 sessions in this domain
Climate & Environment
Climate & Environment
Coupled physical-economic modeling for transition strategy, asset risk, and operational adaptation.
Physical risk under multiple emission pathways at site granularity.
Levelized cost of transition pathways with regulatory drift.
Climate-induced supplier risk propagation across the tier graph.
measured across last 30 sessions in this domain
Pharma R&D Pipeline
Pharma R&D Pipeline
Pipeline triage, trial design under uncertainty, and regulatory pathway optimization. Confidence bands on every prediction.
Risk-adjusted NPV across candidates with stage-gated decision points.
Adaptive trial topology with explicit exploration-exploitation budget.
Path selection across regulatory pathways with timeline distributions.
measured across last 30 sessions in this domain
Real Estate & Infrastructure
Real Estate & Infrastructure
Site selection, demand modeling, and infrastructure capacity planning grounded in coupled urban-economic signals.
Composite site score across 18 demand drivers and 11 cost factors.
Granular demand forecast with confidence bands by use class.
Stage infrastructure capacity against demand uncertainty.
measured across last 30 sessions in this domain
Marketing Strategy
Marketing Strategy
Channel attribution under uncertainty, segment-level lifetime curves, and counterfactual modeling — beyond MMM black boxes.
Counterfactual channel contribution with explicit uncertainty.
Segment-level lifetime curves with cohort-specific volatility.
Optimal budget allocation under diminishing returns and exploration.
measured across last 30 sessions in this domain
Manufacturing & Operations
Manufacturing & Operations
Throughput modeling, defect-cost tradeoff, and supplier risk — coupled into a single agent run, not stitched from three dashboards.
Per-line throughput under variable defect rates and changeover cost.
Total cost of defects including downstream returns and warranty.
Per-supplier risk score with substitutability cost.
measured across last 30 sessions in this domain
Government Policy Analysis
Government Policy Analysis
Impact estimation under uncertainty, stakeholder modeling, and second-order effects — surfaced before legislation, not after.
First and second-order policy impact with explicit uncertainty bands.
Equilibrium response across stakeholder graph under proposed change.
Compare against unchanged baseline with provenance trace.
measured across last 30 sessions in this domain
Cybersecurity & Threat Intel
Cybersecurity & Threat Intel
Threat triage, attack-path modeling, and posture assessment under adversarial pressure. Built around the assumption that the input is hostile.
Enumerate viable attack chains across the asset graph with kill-chain stage scoring.
Triage signals from EDR/NDR/IDS streams; surface novelty above noise floor.
Detect security-posture decay before next scheduled audit cycle.
measured across last 30 sessions in this domain
Insurance & Actuarial Risk
Insurance & Actuarial Risk
Reserve adequacy, catastrophe modeling, and underwriting decisions under tail risk. Per-policy granularity; coupled to climate, supply, and macro signals.
Estimate ultimate loss under multiple reserve methodologies and pressure-test.
Catastrophe loss simulation coupled to climate scenarios and concentration risk.
Per-risk scoring with explicit adverse-selection and fraud-pattern detection.
measured across last 30 sessions in this domain
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