02
Threshold Intelligence
Examine threshold-dependent behaviour, instability, and deployment-sensitive trade-offs before operational decisions are made.
Operational AI Assurance Platform
From AI evaluation to governed deployment.
Ducaltus Enterprise provides an operational AI assurance environment with authenticated access, permission-aware workflows, persistent records, organisational context, and traceable governance activity for high-stakes AI deployment.
UK Patent Pending
The Deployment Problem
Model performance is only part of the deployment decision.
Aggregate metrics can obscure subgroup disparities, conflicting assurance conclusions, threshold-sensitive behaviour, operational uncertainty, and governance conditions that matter when AI moves into real-world use.
Ducaltus provides an operational assurance layer around evaluation, helping organisations connect technical evidence with deployment readiness, accountable review, remediation, reassessment, and the evidence required to support later scrutiny.
Connected Assurance Lifecycle
One workflow from evidence to continuing assurance.
Ducaltus treats assurance as a repeatable operational lifecycle rather than a single point-in-time assessment.
01
Evidence
Bring relevant model, performance, and assurance evidence into a controlled assessment context.
02
Evaluate
Assess performance, fairness, subgroup reliability, and deployment-relevant conditions.
03
Threshold & Robustness
Review sensitivity, error trade-offs, and the stability of deployment conclusions.
04
Governance
Surface conditions requiring review, escalation, restriction, or additional evidence.
05
Decision & Remediation
Support accountable deployment review and track remediation or other actions arising from assurance findings.
06
Reporting & Traceability
Preserve assurance evidence, governance activity, and reporting context for traceability and later review.
07
Reassess
Repeat assessment following remediation, changed evidence, or altered deployment conditions.
Operational Platform
Purpose-built workspaces for assurance and governance.
Ducaltus brings evaluation, operational review, governance activity, lifecycle management, monitoring, and reporting into a connected enterprise environment.
Command Center
High-level operational visibility into the current assurance position.
Investigations
Create, import, organise, and review deployment assurance investigations.
Assurance Sessions
Review prior assurance context and maintain continuity across assessment activity.
Threshold Intelligence
Review threshold-sensitive behaviour, stability, and deployment-relevant error trade-offs where supported by the evidence.
Governance Intelligence
Review organisation-level governance conditions and assurance context.
Governance Operations
Bring assurance findings, evidence, review, and authorised governance activity into a structured operational process.
Deployment Lifecycle
Track progression, remediation, and reassessment across the assurance lifecycle.
Monitoring & Audit
Preserve operational and governance history to support traceability and later review.
Executive Reports
Translate active assurance context into stakeholder-oriented reporting.
Enterprise Operations
Manage organisational and project context supporting repeatable enterprise assurance activity.
Platform Demonstration
See the assurance workflow in operation.
Follow a high-stakes AI evaluation from evidence ingestion through deployment intelligence, governance, monitoring, and executive assurance reporting.
Demonstration environment using synthetic evaluation data.
Inside the Platform
Operational assurance from evaluation to continuing oversight.
Ducaltus connects technical assurance evidence with governance, deployment control, continuous monitoring, and executive reporting across a single operational workflow.
01
Command Center
Bring deployment assurance, risk signals, threshold stability, governance state, and monitoring posture into a unified operational view.
03
Governance Intelligence
Translate assurance and operational signals into governance posture, risk-horizon intelligence, and executive attention.
04
Deployment Lifecycle
Connect pre-deployment assurance, governance review, controlled deployment, and continuing assurance within a traceable lifecycle.
05
Monitoring & Audit
Maintain assurance after deployment through monitoring readiness, reassessment signals, historical evidence, and audit-oriented review.
06
Executive Reports
Convert assurance outcomes into deployment decisions, executive summaries, and downloadable evidence artefacts for stakeholder review.
Connected Intelligence
Assurance evidence made operationally useful.
Assurance Intelligence
Connect performance, fairness, subgroup reliability, and deployment-oriented evidence within structured assurance review.
Threshold Intelligence
Examine how deployment conclusions and error trade-offs behave as operating thresholds change.
Governance Intelligence
Support review, escalation, restriction, reassessment, and accountable deployment-state management.
Investigation Intelligence
Support structured examination of evidence, assurance findings, reasoning, and historical context.
Lifecycle Intelligence
Connect assurance findings, remediation, reassessment, and changing deployment conditions across the operational lifecycle.
Executive Intelligence
Translate assurance findings into decision-oriented information for oversight and deployment stakeholders.
Audit Intelligence
Preserve relevant governance events, evidence, and decision records to support traceability and review.
Governance & Human Oversight
From findings to controlled action.
Assurance findings can move into structured governance review, remediation, reassessment, reporting, and evidence preservation rather than ending as an isolated technical result.
Ducaltus supports governance and deployment decision-making; it does not replace authorised human review, organisational accountability, or decision authority.
Enterprise Foundations
Designed for controlled organisational operation.
Authenticated Access
Enterprise workflows are accessed through authenticated user accounts.
Permission-Aware Operation
Operational capabilities are controlled according to authorised user responsibilities.
Organisation & Project Context
Assurance activity is organised within authorised organisation and project contexts.
Persistent Assurance Records
Relevant assurance, governance, and deployment records support repeatable review over time.
Traceability
Governance activity, evidence, and reporting are designed to support later review and audit.
Durable Operation
Persistent state and operational artifacts support continuity across application restarts and redeployments.
Where Ducaltus Fits
Designed for AI deployment where assurance matters.
Public-sector and regulated AI deployment
High-stakes and decision-critical AI deployment
Responsible AI and internal assurance programmes
AI governance and oversight operations
Third-party assurance and independent evaluation
Risk-sensitive deployment and reassessment
Platform Status
Production-deployed V1 platform.
The Ducaltus V1 core platform is deployed in production following platform build, hardening, deployment, and production validation.
Current activity is focused on controlled evaluation, pilot readiness, external validation, strategic partnerships, and commercialisation.
Evaluation & Engagement
Evaluate Ducaltus in your AI assurance context.
Engagement can begin with a scoped discussion of the AI system, deployment context, assurance questions, and available evidence, followed by a controlled platform evaluation and, where appropriate, a pilot.
Detailed operational and technical documentation is available to appropriate customers, evaluators, and partners under suitable confidentiality arrangements.