agent · workflow
ClearWork Discovery Agent vs Zylon AI
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 | ClearWork Discovery Agent | Zylon AI |
|---|---|---|
| Audit trail· | no public information www.clearwork.io · checked Aug 7, 2026 | |
| Explainability· | Explainability: Each output includes source material and confidence level; ambiguity is flagged, not suppressed. “Every claim carries what Clarity pulled and how confident it is. Ambiguity gets flagged rather than resolved quietly.”www.clearwork.io · checked Aug 7, 2026 | no public information www.zylon.ai · checked Aug 2, 2026 |
| Runtime governance· | Runtime governance: Human approval gate prevents unvalidated changes from entering the knowledge base. “Nothing enters the record until a person confirms it. Clarity brings findings to you as proposed changes — what it is, where it came from, what it affects. You accept, edit or reject.”www.clearwork.io · checked Aug 7, 2026 | |
| Permission scopes· | Permission scopes: Role-based access control and approval workflows. “Role-based access and approvals”www.clearwork.io · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 9, 2026 and this quote was not there. How we re-check citations | no public information www.zylon.ai · checked Aug 2, 2026 |
| Compliance certifications· | no public information www.clearwork.io · checked Aug 7, 2026 | |
| Regulatory alignment· | no public information www.clearwork.io · checked Aug 7, 2026 | |
| Dispute process· | Dispute process: Disputes are resolved by tracing the claim to its source material for verification. “When a client challenges a finding in the readout, you don't defend your judgment. You show the source.”www.clearwork.io · checked Aug 7, 2026 | no public information www.zylon.ai · checked Aug 2, 2026 |
Agency
| Field | ClearWork Discovery Agent | Zylon AI |
|---|---|---|
| Human oversight· | Human oversight is required; findings are proposed and must be accepted, edited, or rejected by a person. “Nothing enters the record until a person confirms it. Clarity brings findings to you as proposed changes — what it is, where it came from, what it affects. You accept, edit or reject. Clarity proposes; you approve; ClearWork records.”www.clearwork.io · checked Aug 7, 2026 | no public information www.zylon.ai · checked Aug 2, 2026 |
| Action space· | Read (documents, recordings), Write (build knowledge base, generate documents), Execute (run interviews, trace sources). No explicit transact. “Clarity joined your live meeting Clarity · interviewing the AP Manager "Who signs off invoices over $15,000 — and does that route change by entity?" listening…”www.clearwork.io · checked Aug 7, 2026 | no public information www.zylon.ai · checked Aug 2, 2026 |
| Operating environment· | Operating environment: document repositories (PDF, DOC, XLS, REC), chat, voice interviews, enterprise systems (via uploaded materials). “Ingest — bring what you already have PDF Onboarding SOP policy document XLS Payroll matrix spreadsheet REC Kickoff call meeting recording DOC Process notes transcript”www.clearwork.io · checked Aug 7, 2026 | “Deploys anywhere—cloud VPC, on-prem servers, and fully air-gapped environments.”www.zylon.ai · checked Aug 2, 2026 |
| Initiative· | Can self-initiate — identifies gaps and autonomously schedules asynchronous interviews without human prompting. “Clarity works out what's missing from what you've already got, then sends targeted asynchronous interviews to the people who can close each gap — on their own time.”www.clearwork.io · checked Aug 7, 2026 | no public information www.zylon.ai · checked Aug 2, 2026 |
Safety
| Field | ClearWork Discovery Agent | Zylon AI |
|---|---|---|
| Data handling· | Data handling: Customer data is not used for model training; retained only for the purpose of the engagement. “Your data never trains a model”www.clearwork.io · checked Aug 7, 2026 |
Practicality
| Field | ClearWork Discovery Agent | Zylon AI |
|---|---|---|
| Pricing model· | no public information www.clearwork.io · checked Aug 7, 2026 | “Unlimited, Fixed Cost No per-token pricing. No usage limits. One platform, fixed cost, full value.”www.zylon.ai · checked Aug 2, 2026 |
| Availability· | GA (General Availability) — free trial implies full product access; no indication of beta or waitlist. “14-day free trial with unlimited use. Cancel anytime. No card required.”www.clearwork.io · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 9, 2026 and this quote was not there. How we re-check citations | no public information www.zylon.ai · checked Aug 2, 2026 |
| Deployment options· | no public information www.clearwork.io · checked Aug 7, 2026 | “Deploys anywhere—cloud VPC, on-prem servers, and fully air-gapped environments.”www.zylon.ai · checked Aug 2, 2026 |
| Integrations· | Integrations: PDF, DOC, XLS, REC (audio/video), and likely Jira (implied by 'Jira-style user stories'). “Ingest — bring what you already have PDF Onboarding SOP policy document XLS Payroll matrix spreadsheet REC Kickoff call meeting recording DOC Process notes transcript”www.clearwork.io · checked Aug 7, 2026 |
Foundation models
| Field | ClearWork Discovery Agent | Zylon AI |
|---|---|---|
| Base models· | no public information www.clearwork.io · checked Aug 7, 2026 | “Zylon is built by the creators of PrivateGPT—the open-source project with 57,000+ GitHub stars used by Google, Meta, J.P. Morgan, and thousands of developers worldwide.”www.zylon.ai · checked Aug 2, 2026 |
| Model provider· | no public information www.clearwork.io · checked Aug 7, 2026 | “Zylon is built by the creators of PrivateGPT—the open-source project with 57,000+ GitHub stars used by Google, Meta, J.P. Morgan, and thousands of developers worldwide.”www.zylon.ai · checked Aug 2, 2026 |
| Model swappable· | no public information www.clearwork.io · checked Aug 7, 2026 |
Ecosystem
| Field | ClearWork Discovery Agent | Zylon AI |
|---|---|---|
| Protocols supported· | no public information www.clearwork.io · checked Aug 7, 2026 | “Zylon follows OpenAI and Anthropic API Gateway standards.”www.zylon.ai · checked Aug 2, 2026 |
| Tool use· | no public information www.clearwork.io · checked Aug 7, 2026 | “Integrate with existing tools, automate workflows with n8n, or build custom applications with LangChain.”www.zylon.ai · checked Aug 2, 2026 |
| Multi-agent· | no public information www.clearwork.io · checked Aug 7, 2026 | “One-click n8n deployment included Build multi-step AI agents, automations and integrations, keeping your data secure”www.zylon.ai · checked Aug 2, 2026 |
| API access· | no public information www.clearwork.io · checked Aug 7, 2026 | “Zylon API Gateway The extensibility layer. OpenAI-compatible endpoints with built-in authentication, logging, rate limiting, and observability.”www.zylon.ai · checked Aug 2, 2026 |
| Open source· | no public information www.clearwork.io · checked Aug 7, 2026 | “Zylon is built by the creators of PrivateGPT—the open-source project with 57,000+ GitHub stars used by Google, Meta, J.P. Morgan, and thousands of developers worldwide.”www.zylon.ai · checked Aug 2, 2026 |
Impact
| Field | ClearWork Discovery Agent | Zylon AI |
|---|---|---|
| User base· | no public information www.clearwork.io · checked Aug 7, 2026 | “Trusted by customers Proven outcomes shared by industry leaders and innovators. Zylon gave us complete control over our AI infrastructure without the 18-month build timeline. We were production-ready in days, not months, and our compliance team finally has the visibility they need. Jon Burkey InfoSec & VP/AI @ Orsa Credit Union We're onboarding Zylon into every new project to create AI-powered operating models. Having access to this knowledge base means finding documents and data is now easier than searching OneDrive Christian Morosow Co-Founder & Managing Director @ E venture At Community Financial, our members are at the heart of everything we do. Partnering with Zylon allows us to bring them smarter, more secure banking, as privacy is paramount. Tansley Stearns President & CEO @ Orsa Credit Union”www.zylon.ai · checked Aug 2, 2026 |
| Deployment scale· | Publicly available via free trial; production use is active for consulting firms and internal teams. “14-day free trial with unlimited use. Cancel anytime. No card required.”www.clearwork.io · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 9, 2026 and this quote was not there. How we re-check citations | “Zylon is built by the creators of PrivateGPT—the open-source project with 57,000+ GitHub stars used by Google, Meta, J.P. Morgan, and thousands of developers worldwide.”www.zylon.ai · checked Aug 2, 2026 |
| Target sectors· | Target sectors: Consulting & advisory firms, Internal transformation & OpEx teams. “For Consultants Discovery you can defend on every client engagement For Internal Teams Process documentation that reflects reality — and stays that way”www.clearwork.io · checked Aug 7, 2026 | “INDUSTRIES Enabling private AI for employees in regulated industries Zylon works where cloud AI can't. Financial Services Government & Public Sector Healthcare Defense & Critical Infrastructures”www.zylon.ai · checked Aug 2, 2026 |
| High-risk domains· | High-risk domain: Financial approvals (invoices over £15,000) — implies use in financial control settings. “REQ-016 Approvals above £15,000 route to the finance director, not the department head as documented in the current SOP.”www.clearwork.io · checked Aug 7, 2026 | “INDUSTRIES Enabling private AI for employees in regulated industries Zylon works where cloud AI can't. Financial Services Government & Public Sector Healthcare Defense & Critical Infrastructures”www.zylon.ai · checked Aug 2, 2026 |
Disclosed by neither
Both ClearWork Discovery Agent and Zylon AI 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.
- Autonomy level
- Goal complexity
- Documented incidents
- Price point
- Supported regions
- Support model
- Open weights
- Fine-tuning
- Context window
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Outcome-based pricing
- Settlement mechanism
- SLA terms
- Evaluation coverage
Questions
- How do ClearWork Discovery Agent and Zylon AI compare on human oversight?
- ClearWork Discovery Agent: Human oversight is required; findings are proposed and must be accepted, edited, or rejected by a person.. Zylon AI: no public information disclosed.
- How do ClearWork Discovery Agent and Zylon AI compare on action space?
- ClearWork Discovery Agent: Read (documents, recordings), Write (build knowledge base, generate documents), Execute (run interviews, trace sources). No explicit transact.. Zylon AI: no public information disclosed.
- How do ClearWork Discovery Agent and Zylon AI compare on initiative?
- ClearWork Discovery Agent: Can self-initiate — identifies gaps and autonomously schedules asynchronous interviews without human prompting.. Zylon AI: no public information disclosed.
- How do ClearWork Discovery Agent and Zylon AI compare on availability?
- ClearWork Discovery Agent: GA (General Availability) — free trial implies full product access; no indication of beta or waitlist.. Zylon AI: no public information disclosed.
- How do ClearWork Discovery Agent and Zylon AI compare on explainability?
- ClearWork Discovery Agent: Explainability: Each output includes source material and confidence level; ambiguity is flagged, not suppressed.. Zylon AI: no public information disclosed.
- How do ClearWork Discovery Agent and Zylon AI compare on permission scopes?
- ClearWork Discovery Agent: Permission scopes: Role-based access control and approval workflows.. Zylon AI: no public information disclosed.