agent · ai docs agents
AUM vs Kibu
55 fields both were evaluated on, 19 of them different — including where one discloses something the other does not. Every value links to the document it came from. 36 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | AUM | Kibu |
|---|---|---|
| Permission scopes· | “Secure Role-Based Access Control Granular permissions and user management”aumbot.co · checked Aug 2, 2026 | no public information www.kibu.com · checked Aug 7, 2026 |
| Compliance certifications· | no public information aumbot.co · checked Aug 2, 2026 | |
| Regulatory alignment· | “Compliance-Ready HIPAA, GDPR, SOC2 aligned architecture”aumbot.co · checked Aug 2, 2026 |
Agency
| Field | AUM | Kibu |
|---|---|---|
| Action space· | “Ask AUM to create documents, proposals, send emails, write on notion.”aumbot.co · checked Aug 2, 2026 | no public information www.kibu.com · checked Aug 7, 2026 |
| Operating environment· | “Deploy and operate fully offline - from air-gapped servers to remote locations.”aumbot.co · checked Aug 2, 2026 | no public information www.kibu.com · checked Aug 7, 2026 |
Safety
| Field | AUM | Kibu |
|---|---|---|
| Safety policy· | no public information aumbot.co · checked Aug 2, 2026 | “HIPAA Compliant. Fully Encrypted. With Kibu, security comes standard - your member data stays safe, no matter what.”www.kibu.com · checked Aug 7, 2026 |
| Data handling· | “HIPAA Compliant. Fully Encrypted. With Kibu, security comes standard - your member data stays safe, no matter what.”www.kibu.com · checked Aug 7, 2026 |
Practicality
| Field | AUM | Kibu |
|---|---|---|
| Pricing model· | “A Forever Free version without limiting your AI access.”aumbot.co · checked Aug 2, 2026 | no public information www.kibu.com · checked Aug 7, 2026 |
| Price point· | “A Forever Free version without limiting your AI access.”aumbot.co · checked Aug 2, 2026 | no public information www.kibu.com · checked Aug 7, 2026 |
| Availability· | “A Forever Free version without limiting your AI access. Be Among the First to Experience True AI Freedom”aumbot.co · checked Aug 2, 2026 | |
| Deployment options· | “On-Premise Servers Deploy directly on your hardware infrastructure Private Cloud / VPC Secure cloud deployment within your virtual private cloud Air-Gapped Infrastructure Completely isolated systems for maximum security Multi-Device Local Distributed deployment across multiple local devices”aumbot.co · checked Aug 2, 2026 | no public information www.kibu.com · checked Aug 7, 2026 |
| Supported regions· | no public information aumbot.co · checked Aug 2, 2026 | “Trusted by Disability Providers across the USA”www.kibu.com · checked Aug 7, 2026 |
| Support model· | no public information aumbot.co · checked Aug 2, 2026 | “We'll Walk You Through Every Step. Start strong with personalized onboarding tailored for your organization.”www.kibu.com · checked Aug 7, 2026 |
Foundation models
| Field | AUM | Kibu |
|---|---|---|
| Base models· | “Powered by Leading AI Models AUM leverages the most advanced AI technologies to deliver unparalleled performance Falcon Phi-3 BERT”aumbot.co · checked Aug 2, 2026 | no public information www.kibu.com · checked Aug 7, 2026 |
| Model provider· | “Open-Source Model Support Works with Mistral, DeepSeek, Llama3, Mixtral and more”aumbot.co · checked Aug 2, 2026 | no public information www.kibu.com · checked Aug 7, 2026 |
| Model swappable· | “Open-Source Model Support Works with Mistral, DeepSeek, Llama3, Mixtral and more”aumbot.co · checked Aug 2, 2026 | no public information www.kibu.com · checked Aug 7, 2026 |
Ecosystem
| Field | AUM | Kibu |
|---|---|---|
| Tool use· | “Ask AUM to create documents, proposals, send emails, write on notion.”aumbot.co · checked Aug 2, 2026 | no public information www.kibu.com · checked Aug 7, 2026 |
Impact
| Field | AUM | Kibu |
|---|---|---|
| Target sectors· | “For Law Firms Contract analysis, legal research, due diligence & compliance reporting — 100% client data protection. For Healthcare HIPAA-compliant patient data analysis, clinical knowledge retrieval, research copilots. For Financial Institutions Investment research, compliance documentation, secure deal document parsing. For Government & Defense Classified intelligence search, secure policy research, zero-cloud deployment. For Consulting Firms Client strategy analysis, confidential project research, secure competitive intelligence without data leaks. For Enterprises Internal knowledge hubs, board reporting, operational intelligence from private data.”aumbot.co · checked Aug 2, 2026 | |
| High-risk domains· | “For Law Firms Contract analysis, legal research, due diligence & compliance reporting — 100% client data protection. For Healthcare HIPAA-compliant patient data analysis, clinical knowledge retrieval, research copilots. For Financial Institutions Investment research, compliance documentation, secure deal document parsing. For Government & Defense Classified intelligence search, secure policy research, zero-cloud deployment.”aumbot.co · checked Aug 2, 2026 |
Disclosed by neither
Both AUM and Kibu publish nothing on these 36 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 36 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Goal complexity
- Initiative
- User base
- Deployment scale
- Documented incidents
- Integrations
- Open weights
- Fine-tuning
- Context window
- Protocols supported
- Multi-agent
- API access
- Open source
- Marketplace presence
- Safety evaluations
- Red teaming
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Audit trail
- Tamper-evident log
- Explainability
- Runtime governance
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage