Sold by: Latent-Sense Technologies Inc
This offering provides deep forensic analysis of the reasoning of agent-based AI systems to uncover hidden reasoning failures, coordination breakdowns, and compounding hallucinations. It enables organizations to understand not just what went wrong, but why, how failures propagate across agent workflows, and which mitigation solutions to put in place.
Overview
Agentic Workflow Reasoning Forensics performs a detailed analysis of the reasoning of multi-agent or autonomous AI systems. The engagement examines reasoning modes, execution traces, agent interactions, delegation chains, and decision logs to identify systemic weaknesses. Key focus areas include hallucination amplification, recursive error propagation, task misalignment, and loss of grounding across agents. Our methodologies leverage structured reasoning reconstruction, evidence tracing, and contradiction detection. It produces a causal map of failures, highlighting root causes and systemic risks. Deliverables include AI reasoning forensic reports, failure taxonomies, and recommendations for architectural and orchestration improvements.
Highlights
- AI Reasoning Forensics for Audit & Risk Visibility: Provide deep transparency into agentic workflow reasoning, enabling auditability of decisions, traceability of failures, and stronger governance controls.
- Detect Systemic Risk in Multi-Agent Systems: Identify hallucination propagation, coordination failures, and loss of grounding that can introduce regulatory, financial, or reputational risk.
- Strengthen AI Governance & Controls: Leverage forensic reports, causal failure maps, and structured evidence tracing to support compliance, model risk management, and responsible AI practices.
Details
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Delivery method
Deployed on AWS
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Support
Vendor support
For assistance with the Agentic Workflow Reasoning Forensics offering, customers can reach our support team through the following channels:
- Email: support@latentsense.ai
- Website: https://www.latentsense.ai
LatentSense provides dedicated support throughout the engagement lifecycle, including onboarding, scoping, and delivery of forensic analysis. Customers can expect responsive expert guidance on AI reasoning forensics, multi-agent system analysis, and remediation strategies.
Support includes:
- Engagement Onboarding & Scoping: Alignment on objectives, system architecture, and data access requirements
- Technical Support: Assistance during analysis, including data ingestion, trace interpretation, and methodology explanation
- Findings Review Sessions: Detailed walkthroughs of forensic reports, causal failure maps, and identified risks
- Post-Engagement Guidance: Recommendations for mitigation, architecture improvements, and follow-up clarification support
Our team typically responds to support inquiries within 1 business day, with priority handling for active engagements. Extended support options and ongoing advisory services are available upon request.
Software associated with this service
By Latent-Sense Technologies Inc
We create and provide cognitive AI infrastructure that makes AI decisions auditable, evidence-first, explainable, defensible, and safe as autonomy scales across mission-critical workflows. You can use our API-first solutions to make your unstructured data reasoning-ready, and deployable into your workflows, and AI stacks. No RAG. No re-platforming. No ETL required.