AI Model Discovery
Identify internal models, externally hosted models, embedded AI features, automated decision systems and experimental AI projects.
We help governments, healthcare organizations and financial institutions discover their AI systems, manage risk, oversee vendors, investigate incidents and maintain continuous governance.
Where is AI used in this organization?
Before risks can be governed, the organization must identify its internal
models, external AI services, employee GenAI use, shadow AI and vendor-provided systems.
We help organizations create a reliable picture of where AI is being developed, purchased, embedded and used. This becomes the foundation for governance, risk classification, vendor oversight and monitoring.
Identify internal models, externally hosted models, embedded AI features, automated decision systems and experimental AI projects.
Map approved and unapproved GenAI tools, business use cases, data exposure points and employee usage patterns.
Detect AI tools and workflows being used outside official governance, procurement, privacy or security processes.
Identify vendors that use AI, the models and data involved, contractual responsibilities, dependencies and oversight gaps.
Every engagement is adapted to the client’s sector, AI maturity, regulatory responsibilities, data sensitivity and level of impact.
For governments, regulators, ministries, municipalities and agencies responsible for regulating, purchasing or deploying AI.
For hospitals, health authorities, researchers, public health institutions and digital health providers managing high-impact systems and sensitive data.
For banks, fintech firms, payment providers, insurers and financial infrastructure organizations using AI in high-consequence decisions.
These services can be added to government, healthcare or financial-sector engagements, or delivered independently as organization-wide capabilities.
Define logs, audit trails, roles, evidence sources, escalation pathways and response requirements before an AI incident occurs.
Establish repeatable workflows for triage, containment, root-cause analysis, stakeholder communication and corrective action.
Create evidence showing how an AI-supported decision was produced, reviewed, changed and approved.
Preserve relevant prompts, outputs, model versions, datasets, logs, approvals, vendor records and system changes.
Document what happened, why it happened, who was responsible, what controls failed and what corrective action is required.
Maintain AI inventories, monitor changes, review vendors, refresh policies, track incidents and provide recurring governance reporting.
Packages are customized according to the organization’s area, number of AI systems, risk level, regulatory obligations, data sensitivity, internal capacity and desired level of ongoing support.
Your package is adapted to the terminology, risks and controls of your sector.
Start with discovery, build a governance foundation, move to continuous monthly or annual support, or retain incident and forensic services. Services can be combined into one organization-wide program.
For organizations that do not yet have a complete view of their AI use.
For organizations ready to formalize governance, controls and accountability.
For organizations that need governance to remain active after implementation.
For organizations that need preparedness and expert support when incidents occur.
Clients can begin with a focused consulting engagement and later move into continuous monthly or annual governance support.
Fixed-scope assessment, framework development, implementation, training, investigation or governance transformation.
Ongoing AI inventory updates, vendor reviews, governance reporting, policy maintenance, advisory support and incident readiness.
A year-round program combining scheduled reviews, leadership reporting, staff training, continuous improvement and priority support.
Deliverables are selected according to the client’s sector, risks, maturity level and chosen package.
Cushites Canadian Enterprise Inc. helps organizations discover, govern, monitor and investigate artificial intelligence systems. Our services connect responsible AI, cybersecurity, privacy, model accountability, regulatory readiness and digital forensics.
Tell us about your organization, how AI is being used and the package or support you are considering. We will review your inquiry and recommend an engagement based on your sector, risks and governance maturity.