The same multi-stage pipeline runs behind every engagement: scenario ingestion, agent calibration, multi-round simulation, fact-checked synthesis, signed delivery.
How it works
→ Describe your scenario→ Simulate stakeholder reactions→ Receive an audited report
01
STAGE 01 · INPUT
From your briefing to a structured world view
Upload any strategic document — policy brief, market analysis, crisis scenario, merger plan. AlphaGraph automatically identifies the parties, their relationships, and the causal links between them.
Automatic identification of parties and relationships
Knowledge graph as shared world model
Secure integration of external data sources
02
STAGE 02 · SIMULATION
Independent agents react to your scenario
A full cast of AI agents — each with their own role, position, and communication style — react across channels. They debate, form coalitions, and escalate.
Independent agents with realistic roles
Round-by-round progress, fully reproducible
Real-time escalation and coalition detection
03
STAGE 03 · REPORT
Fact-checked, traceable, GDPR-compliant
An audited multi-stage report process transforms raw simulation data into structured analysis. A Fact-Checker validates every number. Every finding links back to specific agent actions.
Multi-stage audited process
Every finding traceable to agent actions
Confidence-scored findings · HIGH / MED / LOW
Anatomy of a simulation
Coalitions form.Risks compound.See it round by round.
A 50-agent simulation of a contested cross-border acquisition, replayed here at 12-round resolution. Left: which actors are aligning into which coalitions. Right: how five risk vectors accelerate, peak, and plateau over the 48-hour window.
R0R3R6R9R12
R05/ 12
COALITION STATE11 agents · grouped by alignment
R5 · Remedies signal4 coalitions
Regulator clusterSKEPTICAL
EU CommissionUK CMAUS FTC
Labor–NGO coalitionOPPOSED
Works CouncilETUCBloomberg
Investor blocCAUTIOUS
BlackRockVanguard
IndependentNEUTRAL
Target BoardRival BidderReuters
RISK TRAJECTORYfive vectors · round-by-round
RISK VECTOR TRAJECTORIES · 12 ROUNDShover a line for details
Regulatory Phase II posture70peak R10
Key-talent flight signal30peak R12+
Investor confidence48peak R7 trough
Works-council escalation70peak R7
Counter-bid probability40peak R8
◆ EMERGENT
Labor–NGO coalition forms at R5
Not modelled in the initial stakeholder list. The knowledge graph surfaced the ETUC relationship; coordinated messaging appeared from R5 onwards.
▲ COMPOUNDING
Talent flight overtakes regulatory risk by R11
Regulators peak at R10 with a clear remedies path. Talent flight has no ceiling — it keeps accelerating. The report flags this as the dominant post-close risk.
◇ INFLECTION
Counter-bid probability spikes at R8
Driven by investor-bloc signals at R5–R7 and rival-bidder press cycles. The 48-hour reaction window surfaces as a critical decision point in the brief.
Fact-checked reportsGDPR-compliantEU data residencySHA-256 signedDPIA on request