Outcomes

Real results powered by AI Associates built for insurance.

Claims Operations

Claims Intake

A policyholder calls to report an accident. Three minutes later, the claim is filed, the adjuster is assigned, and a rental car is on the way.

Automate first notice of loss from the first ring. The Claims Intake Associate handles the entire FNOL conversation — collects incident details, verifies policy coverage, issues a claim number, assigns an adjuster, and coordinates next steps. Real conversation, not phone trees.

View outcome →
Client Retention

Open Enrollment

Every call answered. Every medication checked. Every enrollment completed — even at 2 AM on deadline day.

Your team handles hundreds of enrollment calls in a six-week window. The Open Enrollment Associate answers overflow and after-hours calls, collects member information, navigates formulary lookups, and qualifies enrollments — so your licensed staff focuses on the conversations that need them.

View outcome →
Operational Efficiency

Web Operators

Connect to any system — carrier portals, AMS platforms, rating engines — without waiting for an API.

Your team logs into portals, copies data between screens, and re-keys the same information across systems that don't talk to each other. Web Operators do that work automatically — navigating real websites, filling real forms, extracting real data — so your team works on decisions, not data entry.

View outcome →
Revenue Growth

Cross-Sell

Every interaction is an opportunity. Your associate finds the gaps and fills them — naturally, in the flow of conversation.

Your routine service calls become revenue opportunities. The Cross-Sell Associate identifies coverage gaps during live customer interactions and naturally offers additional protection — without adding staff or feeling pushy.

View outcome →
Operational Efficiency

Member Support

The entire phone tree — every option, every transfer, every dead end — replaced by a single conversation. No menus. No wrong doors. No member left navigating your org chart.

Your members reach the right person on the first try — every time. The Care Associate answers every call in natural conversation, resolves what it can, and warm-transfers what it can't. Zero wrong doors, zero repeated context, zero wasted labor.

View outcome →
Operational Efficiency

Conversational Intake

Every visitor gets a conversation, not a form. Every inquiry gets handled, not abandoned.

Your visitors get answers and your team gets qualified leads — 24/7. The Front Desk Associate engages every visitor in conversation, answers questions from your own knowledge base, collects information naturally, and routes inquiries to the right person.

View outcome →
Operational Efficiency

Email Intelligence

Your inbox organized. Your team focused on decisions, not data entry.

Your team focuses on decisions, not data entry. The Inbox Associate reads every incoming email, classifies it by type, links it to the right submission, extracts data from attachments, and drafts professional replies — turning your inbox from a bottleneck into organized workflow.

View outcome →
Operational Efficiency

Submission Automation

From raw submission to quote-ready package — extracted, validated, and routed without manual processing.

Your underwriting team processes more submissions with fewer errors. The Intake Associate handles documents as they arrive — ACORD forms, loss runs, driver MVRs — extracting data, merging parameters, validating against your rules, and routing to carriers. Days of back-and-forth become minutes.

View outcome →
Revenue Growth

Quote & Bind

Your product, sold 24/7, on every channel. From first conversation to bound policy.

Your product available 24/7 on every channel. The Quote & Bind Associate sells end-to-end — from first conversation to bound policy — across web chat, phone, email, and text.

View outcome →
Operational Efficiency

Document Retrieval

From request to delivered document. Any channel. Any carrier. Minutes, not hours.

Your team handles document requests in minutes, not hours. The Front Desk Associate processes certificate, ID card, and policy document requests across email, phone, and chat — with optional human approval.

View outcome →
Strategic Control

Strategy Studio

Build, configure, and improve AI Associates from the platforms you already use — Claude Code, Claude AI, ChatGPT, or Gemini.

Your team builds and manages AI Associates for insurance from any AI assistant — Claude, ChatGPT, or Gemini. The full platform accessible as CLI commands and MCP capabilities.

View outcome →