Security and AI Risk Engineering | Kubto
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Security

Security controls are scoped, implemented, and verified for the engagement

Kubto treats security as a set of environment-specific decisions and evidence across data, identity, application, infrastructure, AI behavior, deployment, and operations.

Who this is for

Security, procurement, technology, and product teams evaluating how a proposed engagement will handle data, access, dependencies, deployment, and operational risk.

Problem to solve

Generic security language cannot establish the controls in a specific system. Buyers need a data flow, responsibility model, control scope, verification method, and contractual commitment.

Kubto does not claim a security or compliance certification on this page. Applicable controls, evidence, audit support, data-processing terms, and customer requirements are confirmed in the relevant engagement documents.

Scope

Control areas considered during solution design

Not every control applies to every engagement. The control set and verification depth depend on data, architecture, deployment, access, regulation, and agreed responsibilities.

Data handling and privacy

Data categories, purpose, source, ownership, minimization, location, retention, deletion, transfer, subprocessor, and contractual requirements.

Identity and access

Human and service identities, least privilege, environment separation, authentication, authorization, approval, revocation, and access review.

Secrets and configuration

Secret storage, delivery, rotation, logging exclusions, environment configuration, key ownership, and incident replacement.

Application and integration security

Input validation, output handling, API protection, dependency risk, session and permission boundaries, errors, logging, and abuse controls.

Infrastructure and delivery

Network boundaries, hardening, images, artifacts, deployment permissions, vulnerability handling, backup, recovery, and observability.

AI-specific risk

Prompt injection, data leakage, tool permissions, retrieval access, unsafe output, evaluation, human review, fallback, and provider data terms.

Architecture

How security becomes part of delivery

  1. 01

    Classify and map

    Identify data, users, systems, trust boundaries, providers, access, purpose, and potential impact.

  2. 02

    Threat and control design

    Document credible abuse and failure scenarios, required controls, owners, inherited controls, and residual risk.

  3. 03

    Implement and verify

    Apply the agreed controls and collect evidence through review, testing, configuration inspection, or operational validation.

  4. 04

    Operate and respond

    Define logging, alerting, vulnerability and change handling, incident contacts, recovery, evidence retention, and review cadence.

Deliverables

What the engagement can produce

Data-flow and trust-boundary diagram

Sources, destinations, identities, providers, storage, transfers, access, logging, and deletion relationships.

Responsibility and control matrix

Required controls, implementation owner, inherited service, verification method, evidence, exception, and review owner.

Security validation record

The agreed review and test results, limitations, open findings, remediation ownership, and acceptance decision.

Operational security notes

Access process, secret rotation, monitoring, vulnerability response, backup and recovery, incidents, and change review.

Boundaries

Boundaries and decisions to verify

Good work is easier to trust when the team knows what is included, what still needs proof, and who owns each decision.

No certification implied

This page is not an audit report, penetration-test result, certification, compliance opinion, or representation that every listed control is currently implemented.

Shared responsibility applies

Customer, Kubto, cloud, platform, model, and other providers each own controls that must be documented for the selected architecture.

Signed documents define commitments

Security schedules, DPAs, subprocessors, locations, retention, incident terms, warranties, and audit rights apply only as stated in executed agreements.

Bring the security questionnaire and proposed data flow early

Kubto can identify which controls can be answered now, which depend on architecture, and which require contractual or customer decisions.

Discuss security requirements