QuantisNexis™ / QNX™
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Onyx Moorland Environmental Engineering

Decision intelligence
for resilient
institutions.

QuantisNexis™ transforms organizational, governance, environmental, and performance data into defensible Quantis Index™ scores, QuantisSentra™ risk signals, and prioritized actions — built on peer-reviewed quantitative methods.

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25
normalized variables
5
intelligence pillars
100
question bank
5+
sector modules
Quantis Index™ — live output preview
71.4
Moderate-High
95% CI: 66.2 – 76.6  ·  sector: university
73.1
EI
61.0
RE
72.8
AD
72.2
IN
75.2
ET
QuantisSentra™
AMBER — Elevated risk
Primary driver: Renewal Failure
AMBER
Monte Carlo n=500 · WOWA/Orness · BMS·ATCG·VUCA
Platform

Four intelligence layers — one defensible score.

QuantisNexis separates computation from interpretation. The Core produces defensible scores. Sentra detects risk. Advisors prioritize action. Narrator explains results for executives. No layer invents — each layer refines.

View full architecture →
QNC

QuantisNexis Core™

25-variable quantitative engine. BMS ontological layer, ATCG genomic coherence, VUCA turbulence field, WOWA/Orness sector weighting, Monte Carlo uncertainty bands.

QS

QuantisSentra™

Decay risk signal engine. Bureaucratic drag, stagnation, change friction, disruption pressure, renewal failure — per-sector alert thresholds, trend detection.

QA

Quantis Advisors™

Six deterministic agents. Sector-specific intervention library with 100 combinations across pillar, sector, and severity. Ranked action priorities for leadership.

QN

Quantis Narrator™

Score-safe LLM explanation layer. Three prompt templates — executive summary, pillar narrative, advisor rationale. Explains scores; never invents or adjusts them.

System architecture

QuantisNexis™ System Architecture

Eleven layers from client input to executive-ready output. Built for data ingestion, defensible modelling, risk detection, recommendations, and client-facing delivery.

01 · Client Input
Surveys, CSV/Excel upload, structured data, external KPI systems — survey-to-variable bridge included
75%
02 · QNX API Gateway
FastAPI REST service — POST /v1/assess, survey endpoint, questionnaire generation, X-API-Key auth
Live
03 · Validation Layer
Type checks, range enforcement, coverage gates, missing-data rules — all three input paths covered
Live
04 · NLP Extraction
Document upload placeholder — text extraction, indicator mapping, future LLM-assisted extraction
Queued
05 · QuantisNexis Core™
25-variable engine · BMS · ATCG · VUCA · WOWA/Orness · sector coefficients · master equation
90%
06 · Uncertainty Layer
Monte Carlo (n=5000), MCMC Bayesian learning, 95% credible intervals, classification probability bands
55%
07 · Machine Learning
Weight calibration, benchmarking, anomaly detection — correctly deferred to post-data-collection
Deferred
08 · QuantisSentra™
Decay risk · per-sector thresholds · STABLE/RISING/FALLING/ACCELERATING trend detection · alert badges
Live
09 · Quantis Advisors™
Six agents · sector × pillar × severity intervention library · 100 specific action combinations
Live
10 · Quantis Narrator™
Score-safe LLM templates · executive summary · pillar narrative · advisor rationale · mock mode ready
Live
11 · Output & Delivery
Streamlit dashboard · JSON/CSV exports · Narrator report downloads · API JSON responses
85%
Intelligence modules

One engine. Five sector contexts.

Each module applies sector-calibrated WOWA weights, Orness parameters, QuantisSentra thresholds, and intervention libraries — same defensible engine, context-appropriate configuration.

QNX
Climate™
Water, infrastructure, environmental agencies
QNX
Government™
Cities, counties, public agencies
QNX
University™
Higher education, research consortia
QNX
Health™
Health systems, integrated delivery networks
QNX
Enterprise™
Corporations, non-profits, strategic consultancies
What QuantisNexis produces

Executive-ready intelligence. Audit-ready evidence.

Every output is traceable to the 25-variable input set. No black box. No unexplained scores. The engine produces structured JSON, the dashboard renders it, and the API delivers it to any integration.

Quantis Index™ score (0–100)
Overall organisational intelligence score with 95% credible interval and Monte Carlo distribution
Five-pillar profile
Excellence Core, Resilience, Adaptability, Intelligence, Ethics/Legitimacy — scored and ranked
QuantisSentra™ risk signal
GREEN / AMBER / RED / CRITICAL alert with primary decay driver, trend direction, and sector-specific actions
Ranked recommendations
Six Quantis Advisors™ prioritised by score state, with sector-tagged intervention actions
Quantis Narrator™ report
Score-safe AI-generated executive summary, pillar narratives, and advisor rationale for board briefings
JSON / CSV export
Machine-readable full result, executive summary, and Sentra signal — ready for integration
QuantisSentra™

Early warning. Before the score deteriorates.

QuantisSentra detects institutional decay before it appears in the Quantis Index. Five decay dimensions — bureaucratic drag, stagnation, change friction, disruption pressure, and renewal failure — are monitored with per-sector thresholds.

Alert levels are calibrated per sector. A health system triggers AMBER at DR=0.20 — a level that only triggers AMBER in an enterprise at DR=0.25. Mission-critical institutions need tighter thresholds.
GREEN — Stable
DR < 0.20–0.25
No urgent intervention required. Sustain monitoring cadence.
AMBER — Elevated risk
DR 0.20–0.42
Proactive management response recommended within 30 days.
RED — High risk
DR 0.35–0.60
Senior leadership action required within 14 days.
CRITICAL — Immediate action
DR ≥ 0.50–0.60
Executive intervention required. Board escalation warranted.
Decay component breakdown
Bureaucratic Drag (BD)
1 − Process
Process rigidity and administrative friction reducing organisational responsiveness
Stagnation (SG)
1 − Innovation
Absence of innovation and renewal leading to strategic atrophy
Change Friction (CF)
1 − Agility
Low organisational agility creating resistance to necessary transformation
Disruption Pressure (DP)
(V + U) / 2
External vulnerability and uncertainty exposure amplifying operational risk
Renewal Failure (RF)
1 − AI Readiness
Insufficient digital and AI capability leading to compounding capability obsolescence
Who QuantisNexis serves

Built for institutions that require defensible evidence.

QuantisNexis is not a general performance framework. It is a precision instrument for organisations that need quantitative rigour, sector-appropriate calibration, and outputs that survive scrutiny.

Cities & public agencies

Climate resilience planning, governance transparency, and service-delivery diagnostics for elected officials, city managers, and federal grant applications.

Universities & research consortia

Accreditation readiness, strategic alignment, research portfolio health, and institutional sustainability assessments.

Health systems

Operational resilience, clinical governance, workforce vitality, and regulatory compliance diagnostics with mission-critical Sentra thresholds.

Environmental agencies

Infrastructure decay detection, climate adaptation readiness, and multi-hazard resilience scoring for water, energy, and transportation systems.

Enterprise & non-profits

Organisational excellence benchmarking, strategic fitness diagnostics, and ESG governance scoring for boards and leadership teams.

Strategic consultancies

White-label-ready scoring infrastructure for organisational transformation practices, with API access and branded report output.

API & Integration

REST API. One endpoint. Full engine output.

The QuantisNexis API gateway delivers the full engine stack over HTTP. Submit 25 normalised variables, receive the Quantis Index, pillar scores, QuantisSentra signal, and Quantis Advisors output as structured JSON.

QNX API v1

FastAPI gateway with X-API-Key authentication, OpenAPI 3.1 spec, survey-driven endpoint, and questionnaire generation. Contact us for a pilot API key.

Request API access
GET/v1/health
POST/v1/assess
POST/v1/assess/survey
POST/v1/assess/questionnaire
GET/v1/sectors
GET/v1/variables
Ready when you are

Request a private pilot conversation.

We are running private assessments with select cities, agencies, universities, and health systems. The platform is live and ready for your first dataset.

Request a pilot conversation Ask for a technical brief
info@quantisnexis.com  ·  quantisnexis.com  ·  Onyx Moorland Environmental Engineering