agent · ai docs agents
AUM vs IntelliParse
55 fields both were evaluated on, 23 of them different — including where one discloses something the other does not. Every value links to the document it came from. 32 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | AUM | IntelliParse |
|---|---|---|
| Explainability· | no public information aumbot.co · checked Aug 2, 2026 | “Cheap, fast models do the first pass; the expensive models are reserved for the pages and fields where they actually move accuracy. Deterministic checks catch errors before a model is ever called”www.intelliparse.ai · checked Aug 1, 2026 |
| Runtime governance· | no public information aumbot.co · checked Aug 2, 2026 | “Deterministic checks catch errors before a model is ever called — so you're not paying tokens to validate a ZIP code.”www.intelliparse.ai · checked Aug 1, 2026 |
| Permission scopes· | “Secure Role-Based Access Control Granular permissions and user management”aumbot.co · checked Aug 2, 2026 | no public information www.intelliparse.ai · checked Aug 1, 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 | |
| Outcome-based pricing· | no public information aumbot.co · checked Aug 2, 2026 | “Cost-tuned model orchestration keeps per-document spend predictable as your volume grows.”www.intelliparse.ai · checked Aug 1, 2026 |
Agency
| Field | AUM | IntelliParse |
|---|---|---|
| Human oversight· | no public information aumbot.co · checked Aug 2, 2026 | “Extracts the exact fields you care about, structured to your schema Validates and flags exceptions before anything reaches your systems”www.intelliparse.ai · checked Aug 1, 2026 |
| Action space· | “Ask AUM to create documents, proposals, send emails, write on notion.”aumbot.co · checked Aug 2, 2026 | no public information www.intelliparse.ai · checked Aug 1, 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.intelliparse.ai · checked Aug 1, 2026 |
Safety
| Field | AUM | IntelliParse |
|---|---|---|
| Safety policy· | no public information aumbot.co · checked Aug 2, 2026 | |
| Data handling· | no public information www.intelliparse.ai · checked Aug 1, 2026 |
Practicality
| Field | AUM | IntelliParse |
|---|---|---|
| Pricing model· | “A Forever Free version without limiting your AI access.”aumbot.co · checked Aug 2, 2026 | “Cost-tuned model orchestration keeps per-document spend predictable as your volume grows.”www.intelliparse.ai · checked Aug 1, 2026 |
| Price point· | “A Forever Free version without limiting your AI access.”aumbot.co · checked Aug 2, 2026 | no public information www.intelliparse.ai · checked Aug 1, 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 | “Each customer runs in a dedicated cloud project”www.intelliparse.ai · checked Aug 1, 2026 |
Foundation models
| Field | AUM | IntelliParse |
|---|---|---|
| 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.intelliparse.ai · checked Aug 1, 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.intelliparse.ai · checked Aug 1, 2026 |
| Model swappable· | “Open-Source Model Support Works with Mistral, DeepSeek, Llama3, Mixtral and more”aumbot.co · checked Aug 2, 2026 | “The code is yours — built on open-source frameworks under MIT, Apache 2.0, and equivalent licenses — so your team can read, extend, and maintain it without waiting on a vendor release.”www.intelliparse.ai · checked Aug 1, 2026 |
| Fine-tuning· | no public information aumbot.co · checked Aug 2, 2026 | “your team or ours extends the pipeline directly. It's code you own.”www.intelliparse.ai · checked Aug 1, 2026 |
Ecosystem
| Field | AUM | IntelliParse |
|---|---|---|
| Tool use· | “Ask AUM to create documents, proposals, send emails, write on notion.”aumbot.co · checked Aug 2, 2026 | no public information www.intelliparse.ai · checked Aug 1, 2026 |
| Open source· | no public information aumbot.co · checked Aug 2, 2026 | “The code is yours — built on open-source frameworks under MIT, Apache 2.0, and equivalent licenses”www.intelliparse.ai · checked Aug 1, 2026 |
Impact
| Field | AUM | IntelliParse |
|---|---|---|
| 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 | no public information www.intelliparse.ai · checked Aug 1, 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 | no public information www.intelliparse.ai · checked Aug 1, 2026 |
Disclosed by neither
Both AUM and IntelliParse publish nothing on these 32 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 32 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Goal complexity
- Initiative
- User base
- Deployment scale
- Documented incidents
- Integrations
- Supported regions
- Support model
- Open weights
- Context window
- Protocols supported
- Multi-agent
- API access
- 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
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage