FurtherAI
Also known as: Further AI, furtherai.com, FurtherAI Workspace, FurtherAI Inc.
FurtherAI is an AI workspace for insurance back office automation across submission intake, SOV mapping, policy comparison, underwriting audits and claims, with a multi agent system coordinating specialized agents and human review, connectors that read and write the customer's existing systems, and SOC 2 Type II, ISO 27001 and HIPAA security. It is backed by a16z and counts five of the top ten carriers among its customers.
FurtherAI is the AI workspace purpose built for insurance, used by carriers, reinsurers, MGAs, wholesalers and brokers, including five of the top ten carriers and five of the top fifteen brokers and wholesalers. Its named workflows span the value chain, from submission intake and processing, SOV mapping, policy check and compare, underwriting audit, and guideline and authority checks to tower and cyber analysis, bind order verification, claims intake and FNOL.
A multi agent system runs a workflow end to end, with a dedicated agent preparing each file the way an underwriting assistant would, handing off to the next agent or to the underwriter whose judgment the decision requires, and carrying the context with the work. Recommendations arrive with the reasoning laid out, and the workspace pauses for human review.
Connectors let every workflow read from and write to the customer's existing systems, with each connector's data scope, actions and authentication reviewed before it ships and admins controlling which are active, and enrichment sources layer third party risk data onto internal records. The platform routes across OpenAI, Anthropic and other model providers, choosing per step, and was stress tested with OpenAI on 900 page loss runs.
Security includes SOC 2 Type II, ISO 27001, GDPR and HIPAA with a public trust portal, SSO, role based permissions, audit logs, customer managed encryption keys, single tenant deployment, no training on client prompts or data, and customer control over what is uploaded, retention and deletion. Reported outcomes include 30x faster quote readiness and 45 percent less audit time. Deployment embeds forward deployed engineers with client teams, entry is a free proof of concept, and pricing is by contact.
FurtherAI is backed by a $25 million Series A from Andreessen Horowitz with Y Combinator and Nexus Venture Partners. It has no API for calling its own platform, and customers cannot choose the model.
Vendor details
Canonical URL
https://www.furtherai.com
Category
Enterprise operations agent
Funding status
FurtherAI raised a $25M Series A led by Andreessen Horowitz, and an earlier round of $5M is also reported. It was founded in 2023 and has 11-50 employees. Customers include a top-10 global carrier with $20B+ GWP, the largest MGA in the US, a mid-sized insurer with $1B revenue, and Upland Capital Group, and FurtherAI serves companies handling $15B+ in premiums.
Company status
independent
Use cases & customers
Primary use cases
Target customers
Deployment options
Integrations
FurtherAI is an AI orchestration layer that works above and around a carrier's existing technology, letting MGAs, brokers, wholesalers and carriers keep their current underwriting workbenches and claim systems while FurtherAI augments and automates the workflows. It takes in forwarded submissions, claims and FNOL files, statements of value and loss runs, and its connectors read from and write to the customer's existing systems, pushing structured data into underwriting systems, with enrichment sources layering third party risk data on top and single tenant security.
In practice
Your underwriting assistants spend hours prepping each submission. FurtherAI's agents prep the file against your underwriting guidelines and appetite, then hand the decision to the underwriter with the reasoning laid out.
Your team rekeys submission data into the underwriting system by hand. FurtherAI's connectors read from and write to your existing systems directly, and admins choose which connectors are active.
Your claims team gets FNOL files at all hours. FurtherAI takes them into intake as they arrive and processes them around the clock.
Sources & related URLs
Research sources
Agentic Index coverage score
8.0 / 14 capabilities · 57%
| Integrations & Tool Calling | Full |
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Through the Connectors library, every FurtherAI workflow reads from and writes to the customer's existing systems directly. Enrichment sources layer third party risk and compliance data on top of internal records. Each connector's scope (the data it reaches, the actions it can take and its authentication) is reviewed before it ships, and admins control which connectors are active. SourceFurtherAI, furtherai.com/blog/furtherai-launches-connectors-one-workspace-every-insurance-systemread 2026-09-07 |
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| Workflow Orchestration | Full |
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The Multi-Agent System coordinates specialized agents end to end across an insurance workflow. A dedicated agent preps a submission with the scope an underwriting assistant would have, then hands off to the next agent in sequence or to the underwriter whose judgment the next decision requires. The context travels with the work. SourceFurtherAI, furtherai.com/blog/furtherai-launches-multi-agent-system-running-the-full-insurance-relayread 2026-09-07 |
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| Knowledge Grounding & RAG | Full |
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Agents clear submissions against the customer's underwriting guidelines and appetite, and Guideline Checks is a named workflow. The guidelines corpus is loaded once and checked against every submission, and it persists and stays queryable across runs. One customer describes the platform as data centralization with an intelligence layer that puts information at underwriters' fingertips. SourceFurtherAI, furtherai.com and furtherai.com/blog/furtherai-launches-multi-agent-system-running-the-full-insurance-relayread 2026-09-07 |
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| Human Oversight & Guardrails | Full |
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The workspace pauses for human review inside workflows. When a decision needs a human, the agent brings it to the person who owns it, with the context they need, presented where they need it, and the underwriter's judgment gates the sequence. Triage recommendations are drafted with the reasoning laid out for review instead of being executed. SourceFurtherAI, furtherai.com/blog/furtherai-launches-multi-agent-system-running-the-full-insurance-relay and furtherai.com/blog/building-the-ai-workspace-for-insuranceread 2026-09-07 |
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| Security, Identity & Governance | Full |
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SOC 2 Type II, which FurtherAI calls independently audited controls, sits alongside ISO 27001, GDPR and HIPAA, and FurtherAI has a Vanta security portal. Authentication uses SSO, with role based permissions, audit logs, customer managed encryption keys, and retention and deletion that the customer controls. SourceFurtherAI, furtherai.com/securityread 2026-09-07 |
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| Observability & Auditability | Partial |
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Audit logs sit among the access controls, alongside SSO and role based permissions. Each triage recommendation is drafted with the reasoning laid out for the person reviewing it, so each decision can be traced. There is no runtime trail of agent actions that a customer can open to see why an agent did what it did across a workflow run. SourceFurtherAI, furtherai.com/securityread 2026-09-07 |
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| Memory & State Persistence | Not documented |
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Context travels with the work between agents in a sequence, tied to the case in flight. There is no memory layer for each user, team or workflow, and no session state a customer can find and delete. SourceFurtherAI, furtherai.com/blog/furtherai-launches-multi-agent-system-running-the-full-insurance-relayread 2026-09-07 |
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| Deployment & Data Residency | Partial |
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The customer keeps full control over its data, deciding what gets uploaded, how long it is kept and where it lives, with customer managed encryption keys. Single tenant deployment is offered as well. Even so, there is no region list, no way to pick a location and no option to run in the customer's own environment. SourceFurtherAI, furtherai.com/securityread 2026-09-07 |
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| Prebuilt Agents, Templates & Packs | Full |
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Customers choose from a named set of prebuilt workflows. They are Submission Intake, Submission Processing, Policy Check and Compare, Underwriting Audit, Claims Intake, FNOL, SOV Mapping, Contract Analysis, Authority Check, Tower Analysis, Bind Order Verification, Cyber Analysis and Guideline Checks. Most partners start with one workflow and expand from there, and case studies show customers adopting a single workflow. Each workflow does its own job when selected, and forward deployed engineers configure them during deployment. SourceFurtherAI, furtherai.com and furtherai.com/blog/building-the-ai-workspace-for-insuranceread 2026-09-07 |
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| Triggers & Channel Coverage | Partial |
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Agents start work as submissions, claims and FNOL files arrive, forwarded into intake and processed around the clock, and the connectors let workflows read from the customer's systems. Customers cannot configure a schedule, webhook or other event trigger. SourceFurtherAI, furtherai.com and furtherai.com/blog/furtherai-launches-connectors-one-workspace-every-insurance-systemread 2026-09-07 |
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| Model Flexibility & Routing | Partial |
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Each workflow step routes across OpenAI, Anthropic and other providers, using whichever delivers the best outcome. FurtherAI says its moat is the workflow engine, not the underlying model, and it works with more than one provider, OpenAI among them. FurtherAI decides the routing, and customers and admins cannot control the model. SourceFurtherAI, furtherai.com/blog/building-the-ai-workspace-for-insurance and furtherai.com/blog/furtherai-x-openai-improving-ai-agents-for-insuranceread 2026-09-07 |
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| APIs, SDKs & MCP Extensibility | Not documented |
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There is no API, SDK or MCP server for calling FurtherAI's own platform from outside. The connectors run the other way, with FurtherAI's workflows reading from and writing to the customer's systems. Customers can also buy FurtherAI through Microsoft Marketplace. SourceFurtherAI, furtherai.com/blog/furtherai-launches-connectors-one-workspace-every-insurance-systemread 2026-09-07 |
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| Testing, Debugging & Optimization | Not documented |
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Customers get no harness, scored test cases, quality gate or optimization loop over their own deployment. FurtherAI's engineers stress test extraction against internal benchmarks of dense insurance documents, including work with OpenAI on 900 page loss runs, and the improvements roll out to customers with no action required. FurtherAI publishes a 95 percent accuracy figure as a marketing benchmark, which customers do not run themselves. SourceFurtherAI, furtherai.com/blog/furtherai-x-openai-improving-ai-agents-for-insuranceread 2026-09-07 |
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| Browser & Computer Use | Not documented |
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There is no run time browser, fetch tool or computer control. Every workflow reaches the customer's systems through the connector library, reading and writing directly. Records are also enriched with third party and web data. The third party data comes from data providers, and FurtherAI names no tool for gathering the web data. SourceFurtherAI, furtherai.com/blog/furtherai-launches-connectors-one-workspace-every-insurance-systemread 2026-09-07 |
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The Agentic Index coverage score grades every vendor Full, Partial or Not documented against the same 14 buyer facing capabilities, from public evidence only. Each capability links to how all vendors in the index score on it. How this evidence is graded
Product updates
The FurtherAI Accelerator for PolicyCenter is now live on the Guidewire Marketplace and runs on Guidewire Cloud Platform. It takes a commercial submission from the broker's email, screens it for sanctions, litigation and adverse media, checks it against underwriting guidelines to recommend quote, refer or decline, and assigns an underwriter. It then creates the submission in PolicyCenter with the details filled in, and pauses for a person whenever clearance flags an issue.
Bears on: Workflow orchestration
View sourceInbox Agent, launched by FurtherAI, reads every email and attachment arriving in a shared underwriting inbox, classifies the documents, extracts the data and checks each submission against the carrier's appetite rules. Replies on an existing thread are routed to the submission already in progress, new emails open as new submissions, and out of appetite submissions are flagged with a reason tied to the specific guideline.
Bears on: Workflow orchestration
View sourceFurtherAI launched Builder Agent, a tool that allows insurance operators to create agentic workflows using natural language instructions. The system assembles visible, inspectable steps that can be tested against real submissions in Eval Studio before being deployed to production.
Bears on: Workflow orchestration
View sourcePricing
Contact for pricing
not disclosed
What is public
There is no pricing page; every route is Book a demo. The vendor's own posts publish the commercial motion rather than a price: free proof of concepts, most early risk carried by the vendor, no long term commitment to start, deployment through forward deployed engineers, and availability in the Microsoft Marketplace.
Billing mechanics
Billing is not disclosed; FurtherAI sells through enterprise sales with forward deployed engineers embedded in the deployment.
Variable cost rationale
No billing model published; per-workflow or per-seat enterprise contracts are typical but not documented for FurtherAI.
Additional watchouts
Pricing is quote only, and the published entry path is a free proof of concept rather than a trial of a listed plan.
Sales call required
Yes, required for paid access
Free / trial
Free proof of concepts; the vendor states it takes on most of the early risk so partners adopt without long term commitments
Lowest paid plan
Not published
Missing data
No price, tier, billing axis or contract shape is published; the Microsoft Marketplace listing is the place to check for listed terms.
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Alternatives to FurtherAI
The closest documented capability profiles to FurtherAI among enterprise operations agents tracked by Agentic Index, ordered by similarity on the same 14 point evidence the rankings use. No vendor pays for placement.
- Cambio6.5 / 14A lighter documented profile than FurtherAI
- Parachute8.5 / 14Adds documented Memory & State Persistence
- Alloy.ai8.0 / 14Adds documented APIs, SDKs & MCP Extensibility
- Eudia7.0 / 14Adds documented Memory & State Persistence
- Findem7.0 / 14Adds documented APIs, SDKs & MCP Extensibility
- Levelpath9.0 / 14Adds documented APIs, SDKs & MCP Extensibility and Testing, Debugging & Optimization
Similarity is computed from each vendor's Agentic Index coverage score evidence, axis by axis, not from the totals. How this evidence is graded