Cytora: The AI That Never Says 'Wrong Format'

Cytora is the agentic AI platform purpose-built for commercial insurance and the only solution on the market that automates the full risk processing lifecycle, from first agency submission through to a decision-ready risk record, without manual intervention.

Commercial insurance is one of the last industries still running on email, PDFs, and manual re-keying. For a mid-market risk, an underwriting assistant historically spent two to three days extracting and keying data before an underwriter ever saw it. Cytora eliminates that bottleneck entirely.

The platform’s core technical breakthrough is schema-driven agentic processing. Most AI tools are trained to recognize specific document types, and break when a broker changes that form. Cytora trains on what the carrier needs to know instead: once a carrier defines its target data fields in plain English, the platform’s agents extract that information from any source, including handwritten notes and multi-language PDFs. It needs no model retraining or manual annotation, reaching live production in weeks.

Core capabilities include:
• Chain of Thought Reasoning with Confidence Scoring: Every extraction field is checked across seven LLM paths and reconciled by majority vote; low-confidence fields are flagged for human review with the reasoning trail preserved.
• Unified Risk Reasoning: Reconciles conflicting information across submissions, proposal forms, policy history, and third-party data into a single composite risk record, with conflicts identified and resolved automatically.
• Natural Language Configuration: All risk evaluation logic is authored in plain English, not code, letting carriers adjust their own underwriting rules without a development team.
• Cytora Concierge: Automatically identifies when a single broker communication contains multiple distinct requests and routes each to the correct workflow without human triage.
• Cytora Autopilot (launched March 2026): The most significant capability release in Cytora’s history, making workflows self-executing: linking fragmented communications, tracking submissions across policy lines, and driving each risk to decision without manual intervention. Carriers shift from low-value administration to supervising autonomous workflows.

Carriers quote more risk, faster, and select it more carefully, making Cytora's carrier customers significantly easier for agents and brokers to work with, a commercially critical advantage where ease of doing business drives submission volume.