The signal sentiment classifiers discard.
ASGE is a computational engine for analysing ambivalence structures in natural language. The sustained co-presence of opposing orientations toward the same object, before it stabilises into observable behaviour.
Standard sentiment classifiers flatten that ambiguity into positive, negative, or neutral. The signal that actually precedes escalation sits in the gap those models discard. ASGE adds a layer existing OSINT and risk toolchains do not provide.
0 / 1 = 0.000
Minute-by-minute density
A three-stage computational pipeline.
Three stages. Speed, time, depth. The internal mechanics are not the product. The outputs are.
Real-time signal capture during live discourse.
Minute-by-minute density mapping across wave, bar, and delta projections.
Structured analytical synthesis. Peak concentration moments and dominant themes.
Built for analysts who read what others discard.
Sustained ambivalence structures act as early indicators of neurotic crisis at the individual level, offensive escalation at the collective level, and criminal action across both, before they stabilise into observable behaviour. ASGE adds a layer existing OSINT and risk toolchains do not provide.
Geopolitical signal and OSINT
Pre-crisis temporal markers across source populations, elite discourse, and state communication tracks. Operates as a complementary analytical layer alongside existing threat-intelligence and OSINT toolchains.
Security and intelligence research institutes · Geopolitical risk firms · Dual-use defence research labs · Policy and security think tanks · Commercial OSINT vendors
Depth in machine text systems
Standard sentiment classifiers flatten meaning to a single axis. ASGE provides infrastructure for modelling the multi-axial structure of meaning, useful in content moderation, translation evaluation, and creative-content quality assurance.
Translation and creative tooling platforms · Content moderation infrastructure · Computational linguistics research groups · Adjacent OSINT-text vendors
Eight languages, end to end.
Each language carries the full three-stage pipeline. Switchable per request on the integration tier and above.
How we work, briefly.
ASGE is built for analyst augmentation and early-warning. Customers keep humans in the loop and operate within EU and partner-state frameworks. We work openly with academic, policy, and commercial research customers, and selectively with security and defence-adjacent buyers.
We do not support surveillance, profiling, or targeting of named individuals. We do not integrate into autonomous lethal or kinetic decision systems. We do not deploy in or export to jurisdictions under active EU human-rights sanctions. Use cases that conflict with that posture are declined.
EU data residency. GDPR-aligned. Customer transcripts are not retained by ASGE; only session metadata required for usage accounting.
Five tiers. Annual brings approximately two months free.
All tiers run the same three-stage computational pipeline. Volume, language switchability, integration depth, and SLA differ.
- 3 analyses · 30-day window
- Single language
- Full three-stage pipeline
- 30 analyses / month
- Single language, locked
- Web interface
- Email support
- 100 analyses / month
- All 8 languages, switchable
- Interim analytical feedback
- Basic API
- Priority support
- 500 analyses / month
- Full API and webhook
- All 8 languages per request
- SLA 99.5%
- Dedicated integration support
- White-label deployment
- On-premise or private cloud
- Defence, intelligence, large-scale
- NET 30 invoicing
Sandbox access available on request.
Every request is reviewed individually. Accepted requests receive a sandbox code, a 30-day window, and three analyses to evaluate the system on real material.