April 13, 2026 — Draxis.ai today announced the general availability of the Expert Panel System, a multi-agent AI collaboration environment that lets organizations convene specialist personas — AI vCISO, Privacy Regulations Expert, TPRM Assessment Agent, Cyber Insurance Advisor, and more — in a single, structured session. The panel debates complex decisions in real time, produces a synthesized consensus with documented disagreements, and preserves institutional knowledge so every future panel begins smarter than the last.

The Expert Panel System is the first multi-agent orchestration environment purpose-built for cyber risk, privacy, and governance decisions. Unlike serial consultation — where each expert is queried one at a time and their outputs manually reconciled — Draxis panels surface cross-domain interactions (security, legal, financial, operational) that siloed advice routinely misses.

The Problem: Complex Decisions Demand Multiple Experts

Most consequential risk decisions require judgment from more than one specialist. A single question — "Is this a reportable data breach?" — pulls in security (scope and containment), privacy law (statutory definition, notification thresholds), financial (materiality, disclosure obligations), and insurance (claim timing and privilege). Today, organizations either:

  • Schedule sequential meetings with three or four external specialists, then manually synthesize inconsistent advice
  • Rely on a single generalist and hope nothing important slips through the cracks
  • Make the call without specialist input and discover the gap after the fact

The Expert Panel System replaces all three. Convene the right experts once, watch them collaborate and challenge each other in real time, and walk away with a synthesized answer and an audit-ready transcript.

How It Works

1. Convene a Panel

Start a session from a natural-language question, or invite specific personas directly. Upload any supporting documents — policies, contracts, incident logs, audit reports — and the content is parsed and injected into every persona's context. Personas are loaded dynamically from the Draxis Skills library, so new experts added to the platform are immediately available as panel members.

2. Moderator-Orchestrated Discussion

An LLM-powered Moderator decides who speaks next based on per-topic authority scores — ensuring the Privacy Regulations Expert leads on statutory breach definition, the TPRM Agent leads on vendor scoping, and the vCISO leads on containment. Every routing decision is logged with topic classification, authority weights, and rationale, producing a transparent record of how the discussion unfolded.

3. Synthesis & Consensus Detection

Once discussion converges, the Synthesis engine produces a structured summary: positions taken by each expert, areas of consensus, explicit disagreements, framework citations (GDPR, NIST CSF, ISO 27001), and open questions for follow-up. The result is an executive-ready brief grounded in a traceable multi-expert dialogue.

4. Institutional Knowledge Preservation

Each panel session updates an organization-wide institutional knowledge base — capturing the decisions made, the reasoning behind them, and the context that shaped the outcome. Future panels begin with accumulated organizational wisdom, eliminating the institutional memory gaps that typically follow executive turnover, advisor rotation, or long intervals between similar incidents.

Key Capabilities

  • Multi-persona collaboration — convene two or more experts in a single session with real-time streamed turns
  • Topic-scoped authority routing — per-topic authority scores ensure the right expert leads on each sub-question
  • Moderator decision logging — every speaker-selection decision recorded with topic, scores, and rationale
  • Structured synthesis — consensus, disagreements, citations, and open questions captured in a defensible summary
  • Institutional knowledge base — organization-wide memory updated after every session and recalled in future panels
  • Document injection — PDFs, DOCX, and text uploaded per session are parsed and shared across all experts
  • Convergence detection — the system signals when discussion is stable and ready to synthesize
  • Full audit trail — markdown transcripts, moderator logs, and synthesis artifacts suitable for compliance review
  • Extensible persona registry — add a Skill to the library and it becomes a panel member with no code changes
  • Tenant isolation — per-organization panel sessions and knowledge, suitable for vCISO advisory firms serving multiple clients

Why It Matters for vCISOs and Advisory Firms

For vCISO firms using Draxis.ai, the Expert Panel System changes the economics of high-complexity engagements. A single advisor can now convene a virtual panel spanning privacy law, vendor risk, insurance, and CISO strategy — delivering the depth of a four-expert retainer at a fraction of the cost, and producing a transcript that client legal and compliance teams can archive for audit evidence.

Because institutional knowledge is preserved per tenant, advisors who rotate across clients or hand off engagements do not start from zero. The next panel at that client recalls prior decisions, rationale, and open items — preserving continuity that is otherwise lost between engagements.

"The hardest risk decisions aren't hard because any one expert doesn't know the answer — they're hard because the answer lives at the intersection of four experts who rarely sit in the same room. The Expert Panel System puts them in the same room, on demand, and writes down what the organization decides so it's never re-litigated."
— Draxis.ai

Availability

The Expert Panel System is available today across all Draxis.ai platform tiers. Panel sessions draw from the same AI vCISO query allocation used for single-persona conversations, and every Skill installed on the tenant is automatically available as a panel member. No additional configuration is required.

Convene your first expert panel

Bring the right specialists together, get a synthesized answer, and start building institutional knowledge.

Get Early Access →

About Draxis.ai

Draxis.ai is an AI-powered cyber risk intelligence platform that translates technical security data into executive decisions — personalized for every stakeholder. The platform connects security tool data to business outcomes through a five-layer risk model and uses an AI vCISO, now extended by a library of specialist Skills, to deliver role-aware briefings to CFOs, CISOs, board members, and risk committees. Used by companies managing their own risk posture and by vCISO advisory firms scaling across multiple clients, Draxis.ai provides multi-tenant isolation, financial risk quantification, and full traceability from security tools to business impact.

Media contact: press@draxis.ai