agent · workflow
Gumloop vs Zylon AI
55 fields both were evaluated on, 27 of them different — including where one discloses something the other does not. Every value links to the document it came from. 28 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Gumloop | Zylon AI |
|---|---|---|
| Audit trail· | “Audit logging Capture detailed audit trails for actions across the organization to understand where data is flowing.”www.gumloop.com · checked Aug 1, 2026 | |
| Runtime governance· | Spend and action controls enforced at run time: budget and quota controls, spend caps by agent/team/org with approval on costly actions, and plain-English policy rules that block, tag or log actions before they run. “App policies and guardrails . Write plain English rules that block, tag, or log actions before they run.”www.gumloop.com · checked Aug 18, 2026 | |
| Permission scopes· | Reusable roles with scoped access to credentials and secrets; SAML SSO and SCIM offered. “Roles and permissions . Manage reusable roles, credentials, and secrets with scoped access.”www.gumloop.com · checked Aug 18, 2026 | no public information www.zylon.ai · checked Aug 2, 2026 |
| Compliance certifications· | SOC 2 Type II, independently audited; GDPR with Zero Data Retention agreements for third-party models. No auditor, certificate or report date published on the page checked. “SOC 2 Type II . Independently audited and compliant. GDPR . Zero Data Retention agreements for third-party models.”www.gumloop.com · checked Aug 18, 2026 | |
| Regulatory alignment· | SOC 2 Type II and GDPR are the two frameworks named on the vendor page. “SOC 2 Type II . Independently audited and compliant. GDPR . Zero Data Retention agreements for third-party models.”www.gumloop.com · checked Aug 18, 2026 |
Agency
| Field | Gumloop | Zylon AI |
|---|---|---|
| Human oversight· | Spend/budget increases above a set cap require explicit human approval (approve/deny) “Raise to 75k? Deny Approve”www.gumloop.com · checked Aug 18, 2026 | no public information www.zylon.ai · checked Aug 2, 2026 |
| Action space· | Agents can take write actions such as drafting and saving emails on the user's behalf “Draft outreach to the top two and save to my Gmail drafts.”www.gumloop.com · checked Aug 18, 2026 | no public information www.zylon.ai · checked Aug 2, 2026 |
| Operating environment· | Agents are used from Slack, Microsoft Teams and Gmail. WhatsApp, listed in the earlier capture, is no longer named on the page. “Microsoft Teams Bring agents into your chats and channels”www.gumloop.com · checked Aug 18, 2026 | “Deploys anywhere—cloud VPC, on-prem servers, and fully air-gapped environments.”www.zylon.ai · checked Aug 2, 2026 |
| Initiative· | Agents can be started by app triggers and recurring (scheduled) tasks. The earlier "running in the background" wording is no longer on the page. “App triggers Recurring tasks 300+ Connectors”www.gumloop.com · checked Aug 18, 2026 | no public information www.zylon.ai · checked Aug 2, 2026 |
Safety
| Field | Gumloop | Zylon AI |
|---|---|---|
| Safety policy· | Zero Data Retention agreements are in place for third-party models. The stronger claim in the earlier capture - that Gumloop never uses customer data to train AI models - is NOT on the current page; "never uses customer data to train" returns zero matches. “GDPR . Zero Data Retention agreements for third-party models.”www.gumloop.com · checked Aug 18, 2026 | no public information www.zylon.ai · checked Aug 2, 2026 |
| Third-party evaluations· | Independently audited and SOC 2 Type II compliant “SOC 2 Type II . Independently audited and compliant.”www.gumloop.com · checked Aug 18, 2026 | no public information www.zylon.ai · checked Aug 2, 2026 |
| Data handling· | Zero Data Retention agreements are in place for third-party models. The stronger claim in the earlier capture - that Gumloop never uses customer data to train AI models - is NOT on the current page; "never uses customer data to train" returns zero matches. “GDPR . Zero Data Retention agreements for third-party models.”www.gumloop.com · checked Aug 18, 2026 |
Practicality
| Field | Gumloop | Zylon AI |
|---|---|---|
| Pricing model· | no public information www.gumloop.com · checked Aug 18, 2026 | “Unlimited, Fixed Cost No per-token pricing. No usage limits. One platform, fixed cost, full value.”www.zylon.ai · checked Aug 2, 2026 |
| Deployment options· | Offers VPC deployment inside customer AWS, Azure, or Google Cloud environments, in addition to cloud SaaS “Deploy Gumloop inside your own AWS, Azure, or Google Cloud environment to keep data in your network.”www.gumloop.com · checked Aug 18, 2026 | “Deploys anywhere—cloud VPC, on-prem servers, and fully air-gapped environments.”www.zylon.ai · checked Aug 2, 2026 |
| Integrations· | Offers 300+ pre-built connectors to external tools “300+ Connectors”www.gumloop.com · checked Aug 18, 2026 |
Foundation models
| Field | Gumloop | Zylon AI |
|---|---|---|
| Base models· | Model picker on the vendor page shows Claude Opus 5, Gemini 3.7 Flash, GPT-5.6 Sol, DeepSeek V4-Pro and Grok 4.5. The earlier provider-level list (Anthropic, OpenAI, Gemini, DeepSeek) is no longer on the page; Grok is new. “Claude Opus 5 Claude Opus 5 Gemini 3.7 Flash Gemini 3.7 Flash GPT-5.6 Sol GPT-5.6 Sol DeepSeek V4-Pro DeepSeek V4-Pro Grok 4.5 Grok 4.5”www.gumloop.com · checked Aug 18, 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· | Model picker on the vendor page shows Claude Opus 5, Gemini 3.7 Flash, GPT-5.6 Sol, DeepSeek V4-Pro and Grok 4.5. The earlier provider-level list (Anthropic, OpenAI, Gemini, DeepSeek) is no longer on the page; Grok is new. “Claude Opus 5 Claude Opus 5 Gemini 3.7 Flash Gemini 3.7 Flash GPT-5.6 Sol GPT-5.6 Sol DeepSeek V4-Pro DeepSeek V4-Pro Grok 4.5 Grok 4.5”www.gumloop.com · checked Aug 18, 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· | Control which AI models teams can use; model access can also be set per custom role. “AI model restrictions . Control which AI models teams can use.”www.gumloop.com · checked Aug 18, 2026 |
Ecosystem
| Field | Gumloop | Zylon AI |
|---|---|---|
| Protocols supported· | Supports MCP (Model Context Protocol) for connecting agents to external tool servers “MCP client and server tracking”www.gumloop.com · checked Aug 18, 2026 | “Zylon follows OpenAI and Anthropic API Gateway standards.”www.zylon.ai · checked Aug 2, 2026 |
| Tool use· | Every tool call traced through one logging and analytics layer (MCP client and server tracking). “Trace every tool call through one logging and analytics layer.”www.gumloop.com · checked Aug 18, 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.gumloop.com · checked Aug 18, 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· | Publishes a developer API for managing agent skills and connectors “Manage Agent Skills and Connectors from the API”www.gumloop.com · checked Aug 18, 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 | “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.gumloop.com · checked Aug 18, 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 | Gumloop | Zylon AI |
|---|---|---|
| User base· | Named customers include Instacart, Samsara and Gusto, with a cited $1.5M+ additional ARR case study “Gumloop has been critical in helping all teams at Instacart”www.gumloop.com · checked Aug 18, 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· | Self-described as infrastructure for "the world's most AI native companies"; no customer count or deployment figure is published. “The AI infrastructure powering the world”www.gumloop.com · checked Aug 18, 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 | “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· | no public information www.gumloop.com · checked Aug 18, 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· | no public information www.gumloop.com · checked Aug 18, 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 Gumloop and Zylon AI publish nothing on these 28 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 28 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Goal complexity
- Documented incidents
- Price point
- Availability
- Supported regions
- Support model
- Open weights
- Fine-tuning
- Context window
- Marketplace presence
- Safety evaluations
- Red teaming
- Usage restrictions
- Model or system card
- Incident reporting
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Explainability
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do Gumloop and Zylon AI compare on human oversight?
- Gumloop: Spend/budget increases above a set cap require explicit human approval (approve/deny). Zylon AI: no public information disclosed.
- How do Gumloop and Zylon AI compare on action space?
- Gumloop: Agents can take write actions such as drafting and saving emails on the user's behalf. Zylon AI: no public information disclosed.
- How do Gumloop and Zylon AI compare on initiative?
- Gumloop: Agents can be started by app triggers and recurring (scheduled) tasks. The earlier "running in the background" wording is no longer on the page.. Zylon AI: no public information disclosed.
- How do Gumloop and Zylon AI compare on safety policy?
- Gumloop: Zero Data Retention agreements are in place for third-party models. The stronger claim in the earlier capture - that Gumloop never uses customer data to train AI models - is NOT on the current page; "never uses customer data to train" returns zero matches.. Zylon AI: no public information disclosed.
- How do Gumloop and Zylon AI compare on third-party evaluations?
- Gumloop: Independently audited and SOC 2 Type II compliant. Zylon AI: no public information disclosed.
- How do Gumloop and Zylon AI compare on permission scopes?
- Gumloop: Reusable roles with scoped access to credentials and secrets; SAML SSO and SCIM offered.. Zylon AI: no public information disclosed.