AI agents for technology & software
AI and data, cybersecurity, defense tech, developer platforms, enterprise SaaS, infrastructure, and semiconductors — automate the operational tax on shipping.
Engineering velocity is capped by operational gravity
SOC teams drown in alerts with median dwell times exceeding 200 days because triage is manual and context is scattered. ITAR, SOC 2, ISO 27001, and FedRAMP each demand continuous evidence collection. Engineering teams ship faster than docs can keep up, and infrastructure teams spend more time on tickets than on architecture.
Conviction agents absorb the operational toil so your engineering and security teams can focus on building and protecting what matters.
By the numbers
How agents transform technology
Tiered autonomy across security, compliance, and ops
Three levels of agent intelligence — from fully autonomous log monitoring to human-augmented threat modeling — each built for the speed engineering demands.
Autonomous Security & Compliance
Log aggregation with anomaly detection, compliance evidence collection and control mapping, and runbook generation from code — all hands-free.
Supervised Incident & Vuln Mgmt
Security alert triage with enrichment and escalation, vulnerability scan prioritization with remediation tickets, and infra change review against policy.
Augmented Architecture & Strategy
Threat modeling for new architecture proposals, cross-framework compliance gap analysis, and incident post-mortem synthesis with action-item extraction.
Agent capabilities
Purpose-built for technology workflows
Deep domain agents that understand security frameworks, compliance standards, and engineering operations across the full infrastructure stack.
Security Operations
Real-time threat detection and response
Log aggregation, anomaly detection, and alert routing
Security alert triage with enrichment and escalation
Threat modeling for new architecture proposals
Compliance & Documentation
Continuous evidence collection and audit readiness
Compliance evidence collection and control mapping
Runbook and API documentation generation from code
Cross-framework compliance gap analysis
Start with one ops workflow.
Deploy an agent on compliance evidence collection or alert triage. Measure mean-time-to-resolve in the first week.