agent · data analysis
Ask On Data vs Athena Intelligence
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 | Ask On Data | Athena Intelligence |
|---|---|---|
| Audit trail· | “Action History and Undo Functionality Access a comprehensive history of all actions performed on your data.”askondata.com · checked Aug 2, 2026 | “Every action attributed. Every action reversible. Undo/redo on everything the agent touches.”www.athenaintelligence.ai · checked Aug 1, 2026 |
| Explainability· | “You also have an option of seeing the YAML file, that YAML file you can view, validate and even edit before orchestrating and running those jobs.”askondata.com · checked Aug 2, 2026 | |
| Runtime governance· | no public information askondata.com · checked Aug 2, 2026 | “An autonomous agent needs an allowance, a meter, and a kill switch before anyone grants it real autonomy.”www.athenaintelligence.ai · checked Aug 1, 2026 |
| Permission scopes· | no public information askondata.com · checked Aug 2, 2026 | “An agent should hold a narrow, explicit, auditable grant — scoped to the data it may touch, not just the tools it may call.”www.athenaintelligence.ai · checked Aug 1, 2026 |
| Compliance certifications· | no public information askondata.com · checked Aug 2, 2026 | “Managed Cloud SOC 2 Type II · HIPAA”www.athenaintelligence.ai · checked Aug 1, 2026 |
| Outcome-based pricing· | based on the amount of data “our costing is based on the amount of data”askondata.com · checked Aug 2, 2026 | no public information www.athenaintelligence.ai · checked Aug 1, 2026 |
Agency
| Field | Ask On Data | Athena Intelligence |
|---|---|---|
| Human oversight· | no public information askondata.com · checked Aug 2, 2026 | “Every action attributed. Every action reversible. Undo/redo on everything the agent touches.”www.athenaintelligence.ai · checked Aug 1, 2026 |
| Goal complexity· | no public information askondata.com · checked Aug 2, 2026 | “Repeatable workflows, codified once and run at scale”www.athenaintelligence.ai · checked Aug 1, 2026 |
| Action space· | no public information askondata.com · checked Aug 2, 2026 | “Athena arrives with an inbox, a phone number, and your procedures”www.athenaintelligence.ai · checked Aug 1, 2026 |
| Operating environment· | no public information askondata.com · checked Aug 2, 2026 | “Deployed on your terms: our cloud, your VPC, on-prem, or air-gapped.”www.athenaintelligence.ai · checked Aug 1, 2026 |
| Initiative· | no public information askondata.com · checked Aug 2, 2026 | “Athena works alongside your team and helps you build what comes next”www.athenaintelligence.ai · checked Aug 1, 2026 |
Safety
| Field | Ask On Data | Athena Intelligence |
|---|---|---|
| Usage restrictions· | no public information askondata.com · checked Aug 2, 2026 | “No training on your data — in the contract.”www.athenaintelligence.ai · checked Aug 1, 2026 |
| Incident reporting· | Support@AskOnData.com “you can reach out on Support@AskOnData.com”askondata.com · checked Aug 2, 2026 | no public information www.athenaintelligence.ai · checked Aug 1, 2026 |
| Data handling· | no public information askondata.com · checked Aug 2, 2026 | “We never train on your data, regardless of the deployment environment.”www.athenaintelligence.ai · checked Aug 1, 2026 |
Practicality
| Field | Ask On Data | Athena Intelligence |
|---|---|---|
| Pricing model· | based on the amount of data “our costing is based on the amount of data”askondata.com · checked Aug 2, 2026 | no public information www.athenaintelligence.ai · checked Aug 1, 2026 |
| Price point· | no public information www.athenaintelligence.ai · checked Aug 1, 2026 | |
| Availability· | no public information askondata.com · checked Aug 2, 2026 | |
| Deployment options· | self hosting, enterprise version “If you are self hosting, then it is fully free. However if you would like to use our enterprise version”askondata.com · checked Aug 2, 2026 | “Deployed on your terms: our cloud, your VPC, on-prem, or air-gapped.”www.athenaintelligence.ai · checked Aug 1, 2026 |
| Integrations· | flat files, API, Database, Data Lake & Data Warehouse, log files “Data Sources Use varied data sources including flat files, API, Database, Data Lake & Data Warehouse, log files etc.”askondata.com · checked Aug 2, 2026 | “Email it. Teams it. Put it on the invite. Call it.”www.athenaintelligence.ai · checked Aug 1, 2026 |
| Supported regions· | no public information askondata.com · checked Aug 2, 2026 |
Foundation models
| Field | Ask On Data | Athena Intelligence |
|---|---|---|
| Base models· | fine tuned LLM models “The chat-based interface of Ask On Data is powered by fine tuned LLM models.”askondata.com · checked Aug 2, 2026 | “Model routing: day-one support for two new frontier models, zero migrations.”www.athenaintelligence.ai · checked Aug 1, 2026 |
| Model swappable· | no public information askondata.com · checked Aug 2, 2026 | “Model routing: day-one support for two new frontier models, zero migrations.”www.athenaintelligence.ai · checked Aug 1, 2026 |
| Fine-tuning· | fine tuned LLM models “The chat-based interface of Ask On Data is powered by fine tuned LLM models.”askondata.com · checked Aug 2, 2026 | no public information www.athenaintelligence.ai · checked Aug 1, 2026 |
Ecosystem
| Field | Ask On Data | Athena Intelligence |
|---|---|---|
| Tool use· | no public information askondata.com · checked Aug 2, 2026 | “Work across the tools your team already uses.”www.athenaintelligence.ai · checked Aug 1, 2026 |
| Multi-agent· | no public information askondata.com · checked Aug 2, 2026 | “Additional agents — your own, with mandates and owners”www.athenaintelligence.ai · checked Aug 1, 2026 |
Impact
| Field | Ask On Data | Athena Intelligence |
|---|---|---|
| Deployment scale· | no public information askondata.com · checked Aug 2, 2026 | “A Fortune 50 retailer deploys Athena for their back office as a coworker.”www.athenaintelligence.ai · checked Aug 1, 2026 |
| Target sectors· | no public information askondata.com · checked Aug 2, 2026 | “Finance Audit Legal Consulting CPG & Retail Investing Operations”www.athenaintelligence.ai · checked Aug 1, 2026 |
| High-risk domains· | no public information askondata.com · checked Aug 2, 2026 |
Disclosed by neither
Both Ask On Data and Athena Intelligence 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
- User base
- Documented incidents
- Support model
- Model provider
- Open weights
- Context window
- Protocols supported
- API access
- Open source
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Model or system card
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Regulatory alignment
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do Ask On Data and Athena Intelligence compare on pricing model?
- Ask On Data: based on the amount of data. Athena Intelligence: no public information disclosed.
- How do Ask On Data and Athena Intelligence compare on price point?
- Ask On Data: Free. Athena Intelligence: no public information disclosed.
- How do Ask On Data and Athena Intelligence compare on fine-tuning?
- Ask On Data: fine tuned LLM models. Athena Intelligence: no public information disclosed.
- How do Ask On Data and Athena Intelligence compare on incident reporting?
- Ask On Data: Support@AskOnData.com. Athena Intelligence: no public information disclosed.
- How do Ask On Data and Athena Intelligence compare on outcome-based pricing?
- Ask On Data: based on the amount of data. Athena Intelligence: no public information disclosed.