agent · sales
Topo vs Wolfia
55 fields both were evaluated on, 28 of them different — including where one discloses something the other does not. Every value links to the document it came from. 27 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Topo | Wolfia |
|---|---|---|
| Audit trail· | “Topo connects to your CRM for maximum context, improved lead search and activity logging.”www.topo.io · checked Aug 6, 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· | “surfaces the hottest leads to your team with a clear reason to reach out.”www.topo.io · checked Aug 6, 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 |
| Runtime governance· | “You set the ICP, messaging, and guardrails; the agent drafts within them, and reps review each message before it goes out.”www.topo.io · checked Aug 6, 2026 | no public information wolfia.com · checked Sep 10, 2026 |
| Compliance certifications· | “Data safe by design SOC-2 compliant, with security built in from day one”www.topo.io · checked Aug 6, 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 |
| Outcome-based pricing· | no public information www.topo.io · checked Aug 6, 2026 | outcome-based pricing “Respond 10x faster with unlimited seats and outcome-based pricing.”wolfia.com · checked Aug 3, 2026 |
| SLA terms· | “First response in less than 5 min Reach your account manager on Slack, email, in-app, or by call. Last year, we replied to every request in under 5 minutes.”www.topo.io · checked Aug 6, 2026 | no public information wolfia.com · checked Sep 10, 2026 |
Agency
| Field | Topo | Wolfia |
|---|---|---|
| Autonomy level· | no public information www.topo.io · checked Aug 6, 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· | “You set the ICP, messaging, and guardrails; the agent drafts within them, and reps review each message before it goes out.”www.topo.io · checked Aug 6, 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· | “it makes decisions across the workflow, finding accounts based on real buying signals, qualifying them, and drafting context-aware messages.”www.topo.io · checked Aug 6, 2026 | no public information wolfia.com · checked Sep 10, 2026 |
| Action space· | “It monitors intent signals, scrapes and enriches data, pre-qualifies leads, builds prospecting lists, and refills sequences automatically — then surfaces the hottest leads to your team with a clear reason to reach out.”www.topo.io · checked Aug 6, 2026 | 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· | “Topo connects to your CRM for maximum context, improved lead search and activity logging. Collaborate in Slack, and use our API to push the limits.”www.topo.io · checked Aug 6, 2026 | no public information wolfia.com · checked Sep 10, 2026 |
| Initiative· | “The agent monitors buying signals, builds and enriches lead lists, qualifies prospects, and feeds them into personalized sequences — while your team stays in control of strategy, messaging, and closing.”www.topo.io · checked Aug 6, 2026 | no public information wolfia.com · checked Sep 10, 2026 |
Safety
| Field | Topo | Wolfia |
|---|---|---|
| Safety policy· | “Data safe by design SOC-2 compliant, with security built in from day one”www.topo.io · checked Aug 6, 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.topo.io · checked Aug 6, 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· | no public information www.topo.io · checked Aug 6, 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· | no public information www.topo.io · checked Aug 6, 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· | “Data safe by design SOC-2 compliant, with security built in from day one”www.topo.io · checked Aug 6, 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 | Topo | Wolfia |
|---|---|---|
| Pricing model· | no public information www.topo.io · checked Aug 6, 2026 | outcome-based pricing “Respond 10x faster with unlimited seats and outcome-based pricing.”wolfia.com · checked Aug 3, 2026 |
| Deployment options· | “Topo connects to your CRM for maximum context, improved lead search and activity logging. Collaborate in Slack, and use our API to push the limits.”www.topo.io · checked Aug 6, 2026 | |
| Integrations· | “Integrations Deep CRM integration for better targeting Topo connects to your CRM for maximum context, improved lead search and activity logging. Collaborate in Slack, and use our API to push the limits. Mapped fields Company Company Website Website Industry Industry CRM (Hubspot & Salesforce)”www.topo.io · checked Aug 6, 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 |
| Support model· | “First response in less than 5 min Reach your account manager on Slack, email, in-app, or by call. Last year, we replied to every request in under 5 minutes.”www.topo.io · checked Aug 6, 2026 | no public information wolfia.com · checked Sep 10, 2026 |
Ecosystem
| Field | Topo | Wolfia |
|---|---|---|
| Protocols supported· | “POST /v1/leads 200 OK Content-Type: application/json Authorization: Bearer ······ Request { "status" : "success" , "id" : "lead_12345" }”www.topo.io · checked Aug 6, 2026 | no public information wolfia.com · checked Sep 10, 2026 |
| Tool use· | “It monitors intent signals, scrapes and enriches data, pre-qualifies leads, builds prospecting lists, and refills sequences automatically — then surfaces the hottest leads to your team with a clear reason to reach out.”www.topo.io · checked Aug 6, 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.topo.io · checked Aug 6, 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 |
| API access· | “Collaborate in Slack, and use our API to push the limits.”www.topo.io · checked Aug 6, 2026 | no public information wolfia.com · checked Sep 10, 2026 |
Impact
| Field | Topo | Wolfia |
|---|---|---|
| User base· | “One reviewer handles 400+ customer questionnaires and RFPs a year.”wolfia.com · checked Aug 3, 2026 | |
| Deployment scale· | “200+ teams gave their reps an AI agent for prospecting.”www.topo.io · checked Aug 6, 2026 | “$1B+ in customer pipeline accelerated $1.5M+ in annual value.”wolfia.com · checked Aug 3, 2026 |
| Target sectors· | “Topo is an all-in-one outbound platform for B2B sales teams.”www.topo.io · checked Aug 6, 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 Topo and Wolfia publish nothing on these 27 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 27 identical table rows. Each is shown with its source check on the individual profiles.
- High-risk domains
- Documented incidents
- Price point
- Availability
- Supported regions
- Base models
- Model provider
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Open source
- Marketplace presence
- Safety evaluations
- Red teaming
- Model or system card
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Permission scopes
- Regulatory alignment
- Settlement mechanism
- Dispute process
- Evaluation coverage
Questions
- How do Topo and Wolfia compare on autonomy level?
- Topo: no public information disclosed. Wolfia: Standard trust-center approvals can run end-to-end without human intervention..
- How do Topo and Wolfia compare on pricing model?
- Topo: no public information disclosed. Wolfia: outcome-based pricing.
- How do Topo and Wolfia compare on multi-agent?
- Topo: no public information disclosed. Wolfia: Wolfia ships as several distinct named agents (Questionnaire, Contract Review, Slack, Chrome Extension, Knowledge Base) that operate together rather than a single monolithic agent..
- How do Topo and Wolfia compare on usage restrictions?
- Topo: no public information disclosed. Wolfia: Sensitive documents such as security reports are gated behind an NDA rather than shared as raw attachments..
- How do Topo and Wolfia compare on incident reporting?
- Topo: no public information disclosed. Wolfia: The trust-center template commits to a 72-hour incident notification window after a confirmed incident..
- How do Topo and Wolfia compare on third-party evaluations?
- Topo: no public information disclosed. Wolfia: The vendor's security posture (referenced in its trust-center template) is checked via annual independent third-party penetration testing..