agent · sales
Rox vs Wolfia
55 fields both were evaluated on, 26 of them different — including where one discloses something the other does not. Every value links to the document it came from. 29 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Rox | Wolfia |
|---|---|---|
| Audit trail· | no public information www.rox.com · checked Aug 4, 2026 | “Every answer is cited to your real corpus”wolfia.com · checked Aug 3, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Explainability· | no public information www.rox.com · checked Aug 4, 2026 | “Every answer is cited to your real corpus”wolfia.com · checked Aug 3, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Compliance certifications· | SOC 2 Type II claimed with annual independent third-party audits. No certificate, auditor or report date published. “Rox maintains SOC 2 Type II compliance and undergoes independent third-party security audits on an annual basis”www.rox.com · checked Aug 4, 2026 | Wolfia itself holds SOC 2 Type II certification, renewed annually. “SOC 2 Type II report? Yes · Renewed annually”wolfia.com · checked Sep 10, 2026 |
| Regulatory alignment· | “GDPR Compliant Ready for enterprise privacy needs.”www.rox.com · checked Aug 4, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | no public information wolfia.com · checked Sep 10, 2026 |
| Outcome-based pricing· | no public information www.rox.com · checked Aug 4, 2026 | outcome-based pricing “Respond 10x faster with unlimited seats and outcome-based pricing.”wolfia.com · checked Aug 3, 2026 |
Agency
| Field | Rox | Wolfia |
|---|---|---|
| Autonomy level· | no public information www.rox.com · checked Aug 4, 2026 | Standard trust-center approvals can run end-to-end without human intervention. “Your trust center runs approvals end to end”wolfia.com · checked Sep 10, 2026 |
| Human oversight· | “All AI-generated outputs, including but not limited to prospect recommendations, message drafts, meeting summaries, and pipeline scoring, are provided for informational purposes and should be reviewed by authorized personnel before any action is taken.”www.rox.com · checked Aug 4, 2026 | Human reviewers can check and verify each cited AI-generated answer with a single click before release. “Reviewers verify in one click.”wolfia.com · checked Sep 10, 2026 |
| Goal complexity· | “Ask Agent Workflows Ask a question, type @ to add context”www.rox.com · checked Aug 4, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | no public information wolfia.com · checked Sep 10, 2026 |
| Action space· | Executes GTM tasks end-to-end: pipeline generation through deal management and account expansion. “From pipeline generation to deal management and expansion”www.rox.com · checked Aug 11, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | The agent's core action is auto-generating cited answers to security questionnaires, SIGs, CAIQs, and vendor-portal forms from the customer's document corpus. “Auto-answer security questionnaires, SIGs, CAIQs, and vendor portals from your real corpus, every answer cited.”wolfia.com · checked Sep 10, 2026 |
| Operating environment· | “The Rox platform integrates with third-party services including Salesforce, HubSpot, Gmail, Microsoft Outlook, Slack, and others”www.rox.com · checked Aug 4, 2026 | no public information wolfia.com · checked Sep 10, 2026 |
| Initiative· | “Features described as "autopilot," "autonomous," or "automated" operate within user-defined parameters and require initial configuration and ongoing oversight.”www.rox.com · checked Aug 4, 2026 | no public information wolfia.com · checked Sep 10, 2026 |
Safety
| Field | Rox | Wolfia |
|---|---|---|
| Safety evaluations· | “Rox maintains SOC 2 Type II compliance and undergoes independent third-party security audits on an annual basis.”www.rox.com · checked Aug 4, 2026 | no public information wolfia.com · checked Sep 10, 2026 |
| Safety policy· | “Rox is committed to the privacy and security of its users. Customer data processed through the Rox platform is encrypted in transit and at rest using AES-256 encryption and is never used to train generalized machine learning models.”www.rox.com · checked Aug 4, 2026 | Wolfia states that the AI providers it uses process requests without training on customer data. “No. Providers process requests, but do not train on customer data.”wolfia.com · checked Sep 10, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Usage restrictions· | no public information www.rox.com · checked Aug 4, 2026 | Sensitive documents such as security reports are gated behind an NDA rather than shared as raw attachments. “Some documents never go out raw. Wolfia offers the NDA path instead of attaching the report.”wolfia.com · checked Sep 10, 2026 |
| Incident reporting· | “For questions regarding data processing, compliance certifications, or platform capabilities, contact security@rox.com .”www.rox.com · checked Aug 4, 2026 | The trust-center template commits to a 72-hour incident notification window after a confirmed incident. “Your policy 72 hours Incident response policy”wolfia.com · checked Sep 10, 2026 |
| Third-party evaluations· | SOC 2 Type II compliance with annual independent third-party security audits. “Rox maintains SOC 2 Type II compliance and undergoes independent third-party security audits on an annual basis.”www.rox.com · checked Aug 20, 2026 | The vendor's security posture (referenced in its trust-center template) is checked via annual independent third-party penetration testing. “Independent penetration tests? Annually · third party”wolfia.com · checked Sep 10, 2026 |
| Data handling· | “Customer data processed through the Rox platform is encrypted in transit and at rest using AES-256 encryption and is never used to train generalized machine learning models.”www.rox.com · checked Aug 4, 2026 | “Every answer is cited to your real corpus, and nothing is invented.”wolfia.com · checked Aug 3, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
Practicality
| Field | Rox | Wolfia |
|---|---|---|
| Pricing model· | no public information www.rox.com · checked Aug 4, 2026 | outcome-based pricing “Respond 10x faster with unlimited seats and outcome-based pricing.”wolfia.com · checked Aug 3, 2026 |
| Deployment options· | “Download App”www.rox.com · checked Aug 4, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | |
| Integrations· | no public information www.rox.com · checked Aug 4, 2026 | Wolfia connects into a customer's existing knowledge stack, workflow tools, and questionnaire portals. “Set up Wolfia with your existing knowledge stack and workflow, with support for questionnaire portals.”wolfia.com · checked Sep 10, 2026 |
Foundation models
| Field | Rox | Wolfia |
|---|---|---|
| Base models· | “GLM-5.2 vs Frontier Models on Slide Decks in Revenue Agents”www.rox.com · checked Aug 4, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | no public information wolfia.com · checked Sep 10, 2026 |
Ecosystem
| Field | Rox | Wolfia |
|---|---|---|
| Tool use· | no public information www.rox.com · checked Aug 4, 2026 | The trust-center agent connects to the customer's CRM to identify and act on prospect records automatically. “Wolfia matches each prospect against your CRM and approves them automatically.”wolfia.com · checked Sep 10, 2026 |
| Multi-agent· | no public information www.rox.com · checked Aug 4, 2026 | Wolfia ships as several distinct named agents (Questionnaire, Contract Review, Slack, Chrome Extension, Knowledge Base) that operate together rather than a single monolithic agent. “Contract Review Agent A cited first pass on every incoming DPA and security addendum, checked against your own policy corpus. Slack Agent Sourced answers to security and product questions right in Slack, so reps stop waiting on engineering.”wolfia.com · checked Sep 10, 2026 |
Impact
| Field | Rox | Wolfia |
|---|---|---|
| User base· | “5k+ employees, serves 70% of the F500”www.rox.com · checked Aug 4, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | “One reviewer handles 400+ customer questionnaires and RFPs a year.”wolfia.com · checked Aug 3, 2026 |
| Deployment scale· | “10k+ employees, 400k+ organizations served”www.rox.com · checked Aug 4, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | “$1B+ in customer pipeline accelerated $1.5M+ in annual value.”wolfia.com · checked Aug 3, 2026 |
| Target sectors· | Self-described as selling to the Global 2000 (large enterprise). The 2026-08-11 capture reads "Revenue Agents for the Global 2000"; a 2026-08-04 capture read "Revenue on Autopilot for the Global 2000". “Revenue Agents for the Global 2000”www.rox.com · checked Aug 11, 2026 | Wolfia is marketed to customer trust, legal, and revenue (sales) teams inside vendor organizations. “Built for customer trust, legal, and revenue teams.”wolfia.com · checked Sep 10, 2026 |
Disclosed by neither
Both Rox and Wolfia publish nothing on these 29 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 29 identical table rows. Each is shown with its source check on the individual profiles.
- High-risk domains
- Documented incidents
- Price point
- Availability
- Supported regions
- Support model
- Model provider
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Protocols supported
- API access
- Open source
- Marketplace presence
- Red teaming
- Model or system card
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Runtime governance
- Permission scopes
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do Rox and Wolfia compare on autonomy level?
- Rox: no public information disclosed. Wolfia: Standard trust-center approvals can run end-to-end without human intervention..
- How do Rox and Wolfia compare on action space?
- Rox: Executes GTM tasks end-to-end: pipeline generation through deal management and account expansion.. Wolfia: The agent's core action is auto-generating cited answers to security questionnaires, SIGs, CAIQs, and vendor-portal forms from the customer's document corpus..
- How do Rox and Wolfia compare on target sectors?
- Rox: Self-described as selling to the Global 2000 (large enterprise). The 2026-08-11 capture reads "Revenue Agents for the Global 2000"; a 2026-08-04 capture read "Revenue on Autopilot for the Global 2000".. Wolfia: Wolfia is marketed to customer trust, legal, and revenue (sales) teams inside vendor organizations..
- How do Rox and Wolfia compare on pricing model?
- Rox: no public information disclosed. Wolfia: outcome-based pricing.
- How do Rox and Wolfia compare on integrations?
- Rox: no public information disclosed. Wolfia: Wolfia connects into a customer's existing knowledge stack, workflow tools, and questionnaire portals..
- How do Rox and Wolfia compare on tool use?
- Rox: no public information disclosed. Wolfia: The trust-center agent connects to the customer's CRM to identify and act on prospect records automatically..