agent · data analysis

Ask On Data

askondata.comevidence retrieved Aug 2, 2026view as JSON all data analysis entries 16 alternatives

ThinFewer than 12 fields evidenced — this vendor discloses little, or we have read little of it

10 fields evidenced · 45 with no public information. Every value below links to the document it came from and the date we checked it.

2 of those are quoted but not yet interpreted: we hold the source sentence and the date we read it, but nobody has written the answer to the question yet. Those rows show the quote and say so rather than repeating it back as an answer. Why these exist

2 of those are flagged for review: our own check found language in the cited source that may address the field. An editor has not adjudicated them yet.

Also appears in

Self-hosted and on-premise AI agents

Trust gap

How this is scored

These scores are automated. A 1 or 2 counts how many fields this entry answers with a citation — not what those answers say. A 0 means every field for that dimension is recorded as undisclosed and none of the pages we captured mentions it. No one has scored this entry against the rubric yet.

Runtime governance

unscored

Are scope, spend, and authority enforced while the agent runs?

Audit trail

1/3 auto

Is there a tamper-evident record of what it actually did?

Scored from 1 evidenced field(s): audit_trail. Automated score; capped at 2 pending review.

Counts Audit trail, each cited below.

Compliance

unscored

Are compliance obligations attached per engagement?

Outcome settlement

1/3 auto

Does payment depend on a verified result?

Scored from 1 evidenced field(s): outcome_based_pricing. Automated score; capped at 2 pending review.

Counts Outcome-based pricing, each cited below.

Insurance & indemnity

unscored

Can the deployment be insured, and is the customer indemnified?

Assurance

Insurance available: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Insurance carriers: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Coverage limits: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Indemnification: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Liability cap: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Audit trail: not yet interpreted
“Action History and Undo Functionality Access a comprehensive history of all actions performed on your data.”
askondata.com · checked Aug 2, 2026
Tamper-evident log: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Explainability: not yet interpreted
“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 · source did not state this
Permission scopes: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Compliance certifications: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Regulatory alignment: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Outcome-based pricing: based on the amount of data
“our costing is based on the amount of data”
askondata.com · checked Aug 2, 2026
Settlement mechanism: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Dispute process: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
SLA terms: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Evaluation coverage: no public information
askondata.com · checked Aug 2, 2026 · source did not state this

Agency

Autonomy level: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Human oversight: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Goal complexity: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Action space: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Operating environment: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Initiative: no public information
askondata.com · checked Aug 2, 2026 · source did not state this

Safety

Safety evaluations: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Red teaming: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Safety policy: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Usage restrictions: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Model or system card: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Incident reporting: Support@AskOnData.com
“you can reach out on Support@AskOnData.com”
askondata.com · checked Aug 2, 2026
Third-party evaluations: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Data handling: no public information
askondata.com · checked Aug 2, 2026 · source did not state this

Practicality

Pricing model: based on the amount of data
“our costing is based on the amount of data”
askondata.com · checked Aug 2, 2026
Price point: Free
“PRICE : Free”
askondata.com · checked Aug 2, 2026
Availability: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
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
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
Supported regions: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Support model: no public information
Flagged for review — the source below contains language that may address this field. Not yet checked by an editor. How we check absences
askondata.com · checked Aug 2, 2026

Foundation models

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 provider: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Model swappable: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Open weights: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
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
Context window: no public information
askondata.com · checked Aug 2, 2026 · source did not state this

Ecosystem

Protocols supported: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Tool use: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Multi-agent: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
API access: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Open source: no public information
Flagged for review — the source below contains language that may address this field. Not yet checked by an editor. How we check absences
askondata.com · checked Aug 2, 2026
Marketplace presence: no public information
askondata.com · checked Aug 2, 2026 · source did not state this

Impact

User base: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Deployment scale: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Target sectors: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
High-risk domains: no public information
askondata.com · checked Aug 2, 2026 · source did not state this
Documented incidents: no public information
askondata.com · checked Aug 2, 2026 · source did not state this

Compared with

Side-by-side on the fields where Ask On Data and the other entry are both on record and actually differ.