Aimdoc vs Wolfia
55 fields both were evaluated on, 31 of them different — including where one discloses something the other does not. Every value links to the document it came from. 24 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Aimdoc | Wolfia |
|---|---|---|
| Audit trail· | “full audit logs”aimdoc.ai · checked Aug 1, 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 | “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 aimdoc.ai · checked Aug 1, 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· | “Enterprise-grade AI workflows with advanced controls, audit logs, and role-based permissions”aimdoc.ai · checked Aug 1, 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 |
| Permission scopes· | “role-based permissions”aimdoc.ai · checked Aug 1, 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 |
| Compliance certifications· | “SOC 2 Type II certified”aimdoc.ai · checked Aug 1, 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 | 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”aimdoc.ai · checked Aug 1, 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 aimdoc.ai · checked Aug 1, 2026 | outcome-based pricing “Respond 10x faster with unlimited seats and outcome-based pricing.”wolfia.com · checked Aug 3, 2026 |
Agency
| Field | Aimdoc | Wolfia |
|---|---|---|
| Autonomy level· | no public information aimdoc.ai · checked Aug 1, 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· | no public information aimdoc.ai · checked Aug 1, 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 |
| Action space· | “It navigates, clicks, and fills out fields to complete setup with the user”aimdoc.ai · checked Aug 1, 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· | no public information wolfia.com · checked Sep 10, 2026 | |
| Initiative· | “The AI works your criteria into a natural conversation”aimdoc.ai · checked Aug 1, 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 |
Safety
| Field | Aimdoc | Wolfia |
|---|---|---|
| Safety evaluations· | “Red-teamed · never trains on your data”aimdoc.ai · checked Aug 1, 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 |
| Red teaming· | “Red-teamed · never trains on your data”aimdoc.ai · checked Aug 1, 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 |
| Safety policy· | “never trains on your data”aimdoc.ai · checked Aug 1, 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 | 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 aimdoc.ai · checked Aug 1, 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· | “Audit report available under NDA — security@aimdoc.ai”aimdoc.ai · checked Aug 1, 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 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· | “Independently audited, annually SOC 2 TYPE II”aimdoc.ai · checked Aug 1, 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 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· | “never trains on your data”aimdoc.ai · checked Aug 1, 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 | “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 | Aimdoc | Wolfia |
|---|---|---|
| Pricing model· | outcome-based pricing “Respond 10x faster with unlimited seats and outcome-based pricing.”wolfia.com · checked Aug 3, 2026 | |
| Availability· | “14-Day Free Trial”aimdoc.ai · checked Aug 1, 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 |
| Deployment options· | ||
| Integrations· | 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· | “some of the best customer service I've experienced”aimdoc.ai · checked Aug 1, 2026 | no public information wolfia.com · checked Sep 10, 2026 |
Foundation models
| Field | Aimdoc | Wolfia |
|---|---|---|
| Fine-tuning· | “the Aimdoc team has worked with us to customize their platform”aimdoc.ai · checked Aug 1, 2026 | no public information wolfia.com · checked Sep 10, 2026 |
Ecosystem
| Field | Aimdoc | Wolfia |
|---|---|---|
| Tool use· | “It navigates, clicks, and fills out fields to complete setup with the user”aimdoc.ai · checked Aug 1, 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 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 aimdoc.ai · checked Aug 1, 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· | no public information wolfia.com · checked Sep 10, 2026 |
Impact
| Field | Aimdoc | Wolfia |
|---|---|---|
| User base· | no public information aimdoc.ai · checked Aug 1, 2026 | “One reviewer handles 400+ customer questionnaires and RFPs a year.”wolfia.com · checked Aug 3, 2026 |
| Deployment scale· | “TRUSTED BY GROWING COMPANIES AROUND THE WORLD”aimdoc.ai · checked Aug 1, 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· | 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 Aimdoc and Wolfia publish nothing on these 24 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 24 identical table rows. Each is shown with its source check on the individual profiles.
- Goal complexity
- High-risk domains
- Documented incidents
- Price point
- Supported regions
- Base models
- Model provider
- Model swappable
- Open weights
- Context window
- Protocols supported
- Open source
- Marketplace presence
- Model or system card
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do Aimdoc and Wolfia compare on autonomy level?
- Aimdoc: no public information disclosed. Wolfia: Standard trust-center approvals can run end-to-end without human intervention..
- How do Aimdoc and Wolfia compare on human oversight?
- Aimdoc: no public information disclosed. Wolfia: Human reviewers can check and verify each cited AI-generated answer with a single click before release..
- How do Aimdoc and Wolfia compare on multi-agent?
- Aimdoc: 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 Aimdoc and Wolfia compare on usage restrictions?
- Aimdoc: no public information disclosed. Wolfia: Sensitive documents such as security reports are gated behind an NDA rather than shared as raw attachments..
- How do Aimdoc and Wolfia compare on outcome-based pricing?
- Aimdoc: no public information disclosed. Wolfia: outcome-based pricing.