Agentic Index
RiskFront AI vs Vivox AI (2026)
RiskFront AI last verified ·Vivox AI last verified
Both automate the analyst work between an alert and a human decision. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
Vivox runs a digital compliance workforce of auditable atomic agents handling level one financial crime work with explainability and regulator ready governance. RiskFront's Airos runs Due Diligence Research, Transaction Analysis and Document Analysis agents over the same gap. The atomic agent design is the real distinction, since Vivox decomposes the work so each step is separately auditable, which is what a regulator asks about.
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. RiskFront AI and Vivox AI are each graded against the same 14 capability Agentic Index taxonomy, from the vendor's own public materials under the Agentic Index verification standard, alongside 1,084 researched vendors. No vendor pays for placement and no vendor has reviewed this page. How this evidence is graded
Choose RiskFront AI if
- Document analysis alongside due diligence and transaction work is part of your scope.
- You want a focused set of agents rather than a workforce model to administer.
- Backing from an established risk advisory firm matters for how you buy this.
Choose Vivox AI if
- You want level one financial crime work handed to a digital compliance workforce under regulator ready governance.
- Atomic auditable agents mean each step can be examined separately, which regulators ask for.
- Explainability is a stated requirement rather than something you hope to get.
| Feature | R RiskFront AI |
V Vivox AI |
|---|---|---|
| Action & orchestration | ||
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Integrations & Tool Calling Ability to connect agents to real systems through native integrations, OAuth-authenticated actions, custom tools, APIs, webhooks, or MCP-compatible tools. |
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RiskFront AIIntegrations & Tool Calling Transaction Analysis agents fetch, organize and analyze financial transactions, and the systems take in the data that make up an alert or review. The agents read from these sources and hand summaries back to a person. RiskFront describes no connector catalog, no custom tool support and no authenticated action into the customer's systems. SourceRiskFront AI, riskfront.ai and riskfront.ai/resourcesread 2026-09-06 |
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Vivox AIIntegrations & Tool Calling Integration is read side enrichment only. Agents access and analyze corporate registry data across 150 plus jurisdictions, scan 100 plus global sources in real time, and integrate with leading data providers to resolve screening alerts. Integrated registry and screening infrastructure was one of the components delivered in the TransferMate rollout. Vivox AI names no data provider, registry, case management system or core banking platform. It does not say the agent writes a decision back into a customer system or takes an authenticated action outside its own dashboard. SourceVivox AI, vivox.ai homepage and transfermate rollout postread 2026-09-07 |
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Workflow Orchestration Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps. |
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RiskFront AIWorkflow Orchestration Airos consists of three agentic AI systems, Due Diligence Research, Transaction Analysis and Document Analysis, and each is made of multiple AI agents. They take a transaction monitoring alert, case investigation, KYC onboarding or periodic review or sanctions alert as input. They then run the research, data organization, extraction and analysis workflow end to end and return a documented summary. RiskFront describes no builder for customers. SourceRiskFront AI, riskfront.airead 2026-09-06 |
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Vivox AIWorkflow Orchestration The agents break business verification into atomic, traceable steps that mirror how an analyst works, and generate complete CDD reports end to end, as in the TransferMate deployment. Automated KYB and KYC reviews run from onboarding workflows through risk assessment across multiple data sources, with eight named agent functions composed into one case. Vivox AI names no runtime and no BPMN, and customers get no surface for authoring workflows. The pipeline is fixed by Vivox AI, and customers cannot edit it. SourceVivox AI, vivox.ai TransferMate case study and homepageread 2026-09-07 |
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Triggers & Channel Coverage How agents wake up and where they work: schedules, webhooks, message events, CRM events, inbox events, chat, email, voice, and collaboration tools. |
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RiskFront AITriggers & Channel Coverage Transaction monitoring alerts, AML case investigations, KYC onboarding and periodic reviews and sanctions alert reviews start the agent systems, which sit in the operational environment downstream of monitoring and screening. RiskFront does not say how an alert reaches the agents, whether by integration, queue or upload. It names no schedule, webhook or trigger settings. SourceRiskFront AI, riskfront.ai and riskfront.ai/resourcesread 2026-09-06 |
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Vivox AITriggers & Channel Coverage Agents pick up work in three ways. An onboarding case arrives for KYB or KYC review, a screening alert needs resolving, or the Ongoing Monitoring function, running 24/7 with real time scanning of 100 plus sources, picks something up. Periodic reviews also start work. Vivox AI names no configurable trigger surface, schedule the customer sets, webhook or inbound queue, and it does not say how a case or alert enters the system. SourceVivox AI, vivox.ai homepageread 2026-09-07 |
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| Knowledge & context | ||
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Knowledge Grounding & RAG Ability to ground agent behavior in company data through document ingestion, retrieval, external knowledge APIs, semantic search, or RAG layers. |
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RiskFront AIKnowledge Grounding & RAG The agent systems primarily interact with open source data on the Internet and with the data that are components of an alert or review. Document Analysis agents extract information from dense files, and Due Diligence Research agents summarize search results. Context is assembled for each review from outside sources and the case's own documents. RiskFront describes no maintained index, graph or embeddings layer over the customer's knowledge that persists across reviews. SourceRiskFront AI, riskfront.ai/resources and riskfront.airead 2026-09-06 |
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Vivox AIKnowledge Grounding & RAG The agents ground each case in external sources gathered for that case. They draw on corporate registries across 150 plus jurisdictions, sanctions and PEP lists through leading data providers, multi language real time scanning of 100 plus global sources for adverse media, and incorporation and UBO documents supplied for the case. Context is assembled fresh for each case. Vivox AI names no maintained index, graph or embeddings layer over the customer's own knowledge, policies or procedures that persists between cases and stays queryable. SourceVivox AI, vivox.ai homepageread 2026-09-07 |
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Memory & State Persistence Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer. |
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RiskFront AIMemory & State Persistence Each review is worked from its own alert data and fresh open source research and returns a documented summary. RiskFront describes no memory that carries across reviews and no conversational session state. It explains that agentic systems in general learn through feedback loops, without saying Airos does. SourceRiskFront AI, riskfront.ai and riskfront.ai/resourcesread 2026-09-06 |
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Vivox AIMemory & State Persistence There is no named memory layer or chat interface with session memory, and Vivox AI gives no scope or lifetime for one. The agents are self learning and improve through analyst feedback, which is absorbed into the model. Case and periodic review state is the application's own compliance record. Vivox AI does not say where memory lives or how to delete it for one customer. SourceVivox AI, vivox.ai homepage and case studyread 2026-09-07 |
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| Control & trust | ||
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Human Oversight & Guardrails Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls. |
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RiskFront AIHuman Oversight & Guardrails By design the agents research, flag and document, and a human analyst makes the decision. The systems support and accelerate the human analysis process and do not replace monitoring or screening, and their outputs accelerate human decision making. The decision stays in the customer's own process. RiskFront describes no approval gate during a run, no escalation step and no review and approve surface of its own. SourceRiskFront AI, riskfront.ai/resources and riskfront.airead 2026-09-06 |
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Vivox AIHuman Oversight & Guardrails Human in the loop controls for operational oversight were one of three components delivered in the TransferMate rollout, alongside the agents and the registry infrastructure. Every step the agents take is explainable and fully documented, so TransferMate's compliance team kept full oversight. Analysts approve agent outcomes, and the AI approval rate on those outcomes rose from 60 to 85 percent. The dashboard has an approval screen, but Vivox AI does not describe in words where the analyst approves. Supervised feedback from analysts works as a learning loop that improves the agents. SourceVivox AI, vivox.ai TransferMate rollout post and case studyread 2026-09-07 |
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Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
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RiskFront AISecurity, Identity & Governance No attestation or customer access controls are named, and RiskFront publishes no security or trust page. SourceRiskFront AI, riskfront.ai and riskfront.ai/resourcesread 2026-09-06 |
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Vivox AISecurity, Identity & Governance Governance is aligned with FCA requirements, the EU AI Act and global standards, with full audit trails. The regulator logos Vivox AI displays are its customers' regulators, not certifications it holds. Vivox AI names no SOC 2, ISO certificate or trust center, and no SSO, SAML, SCIM, roles or permissions. Its terms and privacy policy sit on a Termly policy viewer. SourceVivox AI, vivox.ai homepage, resources, case study, rollout post and subdomain proberead 2026-09-07 |
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Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
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RiskFront AIObservability & Auditability Each output carries an audit trail and rationale. The agents summarize, flag and document all relevant information to accelerate the human decision. RiskFront describes no audit log view, run trace, export or record of user actions. SourceRiskFront AI, riskfront.airead 2026-09-06 |
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Vivox AIObservability & Auditability Agents break verification into atomic, traceable steps, and every decision is logged and auditable, with every step explainable and fully documented. Explainable AI with full audit trails and explainable decisions sits at the center of the product's design. A record of each step the agent took, plus an explanation of each decision, lets a team reconstruct why an outcome happened, not just see that it did. The logs are Vivox AI's own and do not depend on the customer's systems. One customer says outputs were validated during clients' external audits. SourceVivox AI, vivox.ai TransferMate case study and homepageread 2026-09-07 |
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Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
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RiskFront AIDeployment & Data Residency No hosting provider or region is published, and RiskFront names no customer environment option. Its agent systems are deployed into the compliance team's operational environment, but RiskFront does not say where they run. Sourceriskfront.airead 2026-09-06 |
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Vivox AIDeployment & Data Residency No hosting region is published, and Vivox AI names no option to run in the customer's environment or to choose a region. Its customers operate across Europe, the US and APAC, and it serves customers in more than 100 countries, but Vivox AI does not say where their data is held. The privacy policy and terms sit on a Termly policy viewer. SourceVivox AI, vivox.ai homepage, rollout post and Termly privacy policy attemptread 2026-09-07 |
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| Solution readiness | ||
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Prebuilt Agents, Templates & Packs Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value. |
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RiskFront AIPrebuilt Agents, Templates & Packs Three named agent systems ship with Airos. Due Diligence Research, Transaction Analysis and Document Analysis each do a distinct job on a distinct kind of input, and each works as a complete system. Together they make up one operating system, and RiskFront does not say whether a customer can adopt one without the others. SourceRiskFront AI, riskfront.airead 2026-09-06 |
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Vivox AIPrebuilt Agents, Templates & Packs Pre trained AI agents work under the Rachel workforce name in eight named functions. They are Adverse Media Monitoring, Sanctions and PEP Alert Reviews, AI Website Analysis, Corporate Registry Data Analysis, Ongoing Monitoring, Incorporation and UBO Docs Analysis, Narrative Report Writing, and Request for Information. Each unit stands on its own, so sanctions alert review still does its whole Level 1 job without adverse media monitoring. Customers have adopted units alone. Osome uses adverse media screening, TELF adverse media due diligence, and TransferMate KYB and EDD. Vivox AI also presents the list as customized skills of one AI compliance analyst persona. There is no catalog page, and Vivox AI does not say whether each unit is licensed separately. SourceVivox AI, vivox.ai homepage and case studies indexread 2026-09-07 |
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| Platform extensibility | ||
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Model Flexibility & Routing Ability to work across multiple foundation models, route tasks to different models, or let buyers bring their own providers and keys. |
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RiskFront AIModel Flexibility & Routing Large language models come up only in general terms. RiskFront names no model provider and does not say whether customers or admins can choose a model. No sub processor list or trust page is published. SourceRiskFront AI, riskfront.ai and riskfront.ai/resourcesread 2026-09-06 |
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Vivox AIModel Flexibility & Routing The models are Vivox AI's own, described in a customer testimonial as precision driven atomic AI models fine tuned by expert humans in the loop. No model provider is named, and customers and admins get no choice of model. Vivox AI alone chooses. SourceVivox AI, vivox.ai homepageread 2026-09-07 |
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APIs, SDKs & MCP Extensibility Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems. |
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RiskFront AIAPIs, SDKs & MCP Extensibility Outside callers have no published way to drive the platform. RiskFront names no API, SDK or MCP server and has no developer documentation. SourceRiskFront AI, riskfront.ai/resources/categories/documentation and riskfront.airead 2026-09-06 |
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Vivox AIAPIs, SDKs & MCP Extensibility No developer portal, API reference, SDK, MCP server or agent card is published. The agents connect out to data sources, but developers get no interface to build on. The Vivox Core SDK on docs.unity.com is a different product, Unity's gaming voice and text chat, and has nothing to do with this company. SourceVivox AI, vivox.ai homepage and footer plus developer proberead 2026-09-07 |
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Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
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RiskFront AITesting, Debugging & Optimization More consistent outputs and accelerated analysis are RiskFront's own claims for its product. It describes no test harness, scored test cases, quality gate or optimization loop for the agent systems. It explains that agentic systems in general improve through feedback loops, without saying Airos does. SourceRiskFront AI, riskfront.ai and riskfront.ai/resourcesread 2026-09-06 |
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Vivox AITesting, Debugging & Optimization Quality is measured on live operations. During the TransferMate deployment, AI approval rates rose from 60 to 85 percent through a structured feedback loop in which analysts working directly with the agents improved decision quality. Vivox AI names no test harness, scored test cases, release gate or controlled post deployment experiment. The customer quote that outputs were validated during clients' external audits concerns the customer's audit of its own compliance program, not a test of the agent. SourceVivox AI, vivox.ai TransferMate case study and rollout postread 2026-09-07 |
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| Specialist automation | ||
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Browser & Computer Use Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone. |
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RiskFront AIBrowser & Computer Use Due Diligence Research agents perform open source research on the Internet at run time for each alert or review. The agents do the research themselves instead of crawling to build an index. RiskFront does not say how they reach the web, whether by search, headless fetch or browser, and describes no browser, desktop or computer control. SourceRiskFront AI, riskfront.ai/resources and riskfront.airead 2026-09-06 |
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Vivox AIBrowser & Computer Use AI Website Analysis, one of the eight agent functions, reads the subject business's own website at case time as part of a KYB review. The page is fetched at run time while the work is done, not crawled into an index, and Vivox AI does not say whether the fetch is headless or a scrape. The multi language real time scanning of 100 plus global sources for adverse media is monitoring, not browsing. Vivox AI names no hosted or local browser, desktop session or remote computer control. SourceVivox AI, vivox.ai homepageread 2026-09-07 |
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Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing | R RiskFront AI |
V Vivox AI |
|---|---|---|
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Entry price Lowest public entry point |
Contact for pricing | Custom (contact sales) |
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Pricing confidence How public the numbers are |
Contact only | Contact only |
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Billing Primary billing axis |
— | — |
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Variable cost Workload / overage exposure |
Medium variable cost | Medium variable cost |
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Free tier / trial Try before you buy |
No free tier
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No free tier
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Buying motion Self-serve vs sales call |
Sales call | Sales call |
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Pricing verified When this pricing was last checked |
K2 Integrity acquired RiskFront in June 2026. Weigh the roadmap and packaging implications of that ownership alongside the capability comparison.
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