Integration & Enterprise Fit
Enterprise buyers need to see how AICOMPASS can connect to their workflow, evidence, identity, security, cost, policy, AI runtime, and reporting systems.
Jira, Azure DevOps, ServiceNow for remediation backlog, approvals, incidents, and delivery ownership.
Backlog + ticketsSharePoint, Google Drive, object storage, document management for evidence files and retention.
Evidence artifactsEntra ID, Okta, reviewer groups, delegation, least-privilege access, and approval authority.
Access controlAccess logs, security events, vendor reviews, incident signals, and agent action telemetry.
Trust postureCloud billing, model gateway usage, token spend, chargeback, forecast variance, and optimization.
AI unit economicsPolicy libraries, control catalogs, obligation mapping, exception management, and audit exports.
Control sourceModel registry, prompt logs, agent tool access, human checkpoints, drift, and evaluation results.
Runtime evidenceBoard packs, regulator-ready evidence bundles, audit history, and decision records.
Assurance outputIntegration value by buyer role
| Buyer | Integration proof they expect | AICOMPASS answer |
|---|---|---|
| CIO / CTO | Workflow and delivery system fit | Backlog and evidence tasks can align to Jira, Azure DevOps, and ServiceNow. |
| CISO | Security telemetry and access control | Identity, SIEM, and agent-action events are mapped to trust posture. |
| DPO / Legal | Evidence, policy, and obligation traceability | Evidence objects link to obligations, controls, reviewers, and audit packs. |
| CFO / FinOps | Cost source and chargeback credibility | Model usage, token spend, budget owners, and optimization actions are linked to use cases. |
| Audit / Risk | Decision chain and exportable evidence | Route rationale, evidence versions, approvals, incidents, and residual risk feed report packs. |
Implementation sequence
Start with workflow and evidence integrations because they create the proof chain. Then add identity, policy/GRC, security, cost, and AI runtime telemetry as the operating model matures.
| Phase | Integrations | Outcome |
|---|---|---|
| Phase 1 | Jira / ADO + SharePoint | Gaps become tasks and tasks produce evidence. |
| Phase 2 | Identity + policy library | Reviewer authority and obligation mappings become defensible. |
| Phase 3 | SIEM + model gateway + billing | Post-launch monitoring, agent logs, and cost controls become visible. |
| Phase 4 | GRC + reporting exports | Audit packs and regulator-ready evidence become repeatable. |