agent · workflow
Auxi vs Gumloop
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 | Auxi | Gumloop |
|---|---|---|
| Audit trail· | “Audit Logs Complete activity trail for every action, exportable anytime”auxi.io · checked Aug 1, 2026 | “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· | no public information auxi.io · checked Aug 1, 2026 | 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· | “Permission-Aware by Design Your agents access only what each user is allowed to see—automatically enforcing the source system's permissions.”auxi.io · checked Aug 1, 2026 | 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 |
| Compliance certifications· | “SOC 2 Type II Audited controls for security, availability, and confidentiality”auxi.io · checked Aug 1, 2026 | 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· | “GDPR Compliant Full data subject rights, DPA included, privacy by design”auxi.io · checked Aug 1, 2026 | 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 |
| SLA terms· | “99.9% Uptime SLA Built on redundant infrastructure with automated failover”auxi.io · checked Aug 1, 2026 | no public information www.gumloop.com · checked Aug 18, 2026 |
Agency
| Field | Auxi | Gumloop |
|---|---|---|
| Human oversight· | no public information auxi.io · checked Aug 1, 2026 | 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 |
| Action space· | no public information auxi.io · checked Aug 1, 2026 | 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 |
| Operating environment· | Slack, Teams & SMS “AI agent that resolves tickets in Slack, Teams & SMS”auxi.io · checked Aug 1, 2026 | 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 |
| Initiative· | “Auxi handles 80% of employee questions automatically — triggers workflows, escalates edge cases, and works inside the tools your team already uses.”auxi.io · checked Aug 1, 2026 | 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 |
Safety
| Field | Auxi | Gumloop |
|---|---|---|
| Safety policy· | no public information auxi.io · checked Aug 1, 2026 | 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 |
| Third-party evaluations· | no public information auxi.io · checked Aug 1, 2026 | Independently audited and SOC 2 Type II compliant “SOC 2 Type II . Independently audited and compliant.”www.gumloop.com · checked Aug 18, 2026 |
| Data handling· | “Data Residency Choose where your data lives — US, EU, or custom regions GDPR Compliant Full data subject rights, DPA included, privacy by design”auxi.io · checked Aug 1, 2026 | 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 | Auxi | Gumloop |
|---|---|---|
| Availability· | no public information www.gumloop.com · checked Aug 18, 2026 | |
| Deployment options· | “One-click deployment to your workspace. Your assistant goes live instantly”auxi.io · checked Aug 1, 2026 | 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 |
| Integrations· | Confluence SharePoint Google Drive Scraper “Key Integrations: Confluence SharePoint Google Drive Scraper”auxi.io · checked Aug 1, 2026 | Offers 300+ pre-built connectors to external tools “300+ Connectors”www.gumloop.com · checked Aug 18, 2026 |
| Supported regions· | US, EU, or custom regions “Data Residency Choose where your data lives — US, EU, or custom regions”auxi.io · checked Aug 1, 2026 | no public information www.gumloop.com · checked Aug 18, 2026 |
Foundation models
| Field | Auxi | Gumloop |
|---|---|---|
| Base models· | no public information auxi.io · checked Aug 1, 2026 | 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 |
| Model provider· | no public information auxi.io · checked Aug 1, 2026 | 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 |
| Model swappable· | no public information auxi.io · checked Aug 1, 2026 | 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 | Auxi | Gumloop |
|---|---|---|
| Protocols supported· | no public information auxi.io · checked Aug 1, 2026 | Supports MCP (Model Context Protocol) for connecting agents to external tool servers “MCP client and server tracking”www.gumloop.com · checked Aug 18, 2026 |
| Tool use· | “Auxi understands complex requests, applies logic, and integrates with your tools to get work done”auxi.io · checked Aug 1, 2026 | 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 |
| API access· | no public information auxi.io · checked Aug 1, 2026 | 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 |
Impact
| Field | Auxi | Gumloop |
|---|---|---|
| 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 | |
| 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 | |
| Target sectors· | healthcare, finance, and technology “Teams in healthcare, finance, and technology use Auxi”auxi.io · checked Aug 1, 2026 | no public information www.gumloop.com · checked Aug 18, 2026 |
| High-risk domains· | healthcare, finance “Teams in healthcare, finance, and technology use Auxi”auxi.io · checked Aug 1, 2026 | no public information www.gumloop.com · checked Aug 18, 2026 |
Disclosed by neither
Both Auxi and Gumloop 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
- Pricing model
- Price point
- Support model
- Open weights
- Fine-tuning
- Context window
- Multi-agent
- Open source
- 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
- Evaluation coverage
Questions
- How do Auxi and Gumloop compare on human oversight?
- Auxi: no public information disclosed. Gumloop: Spend/budget increases above a set cap require explicit human approval (approve/deny).
- How do Auxi and Gumloop compare on action space?
- Auxi: no public information disclosed. Gumloop: Agents can take write actions such as drafting and saving emails on the user's behalf.
- How do Auxi and Gumloop compare on operating environment?
- Auxi: Slack, Teams & SMS. Gumloop: Agents are used from Slack, Microsoft Teams and Gmail. WhatsApp, listed in the earlier capture, is no longer named on the page..
- How do Auxi and Gumloop compare on user base?
- Auxi: 50+ teams. Gumloop: Named customers include Instacart, Samsara and Gusto, with a cited $1.5M+ additional ARR case study.
- How do Auxi and Gumloop compare on target sectors?
- Auxi: healthcare, finance, and technology. Gumloop: no public information disclosed.
- How do Auxi and Gumloop compare on high-risk domains?
- Auxi: healthcare, finance. Gumloop: no public information disclosed.