U
unscrambl.com · Active

Unscrambl

Evidence review incomplete; verified field coverage is limited.

Evidence-backed profile summary

Agenova records Unscrambl as a data analysis agents product from unscrambl.com. No capability, pricing, or deployment field currently has publication-qualified Evidence; those claims remain Unknown.

Category
Data analysis agents
Purpose taxonomy
Pending source-backed purpose review
Pricing
Paid
Deployment
Cloud
Source freshness
Attention required
Evidence coverage
0 of 8 fields
Execution status
No published execution evidence
Last assessed
2026-07-01
Last source scan
2026-07-01
Last material change
No accepted change recorded
Canonical Agent entity

What is Unscrambl?

Agenova verified this product identity, but accepted official evidence is currently insufficient for specific capability, pricing, integration, deployment, privacy, or enterprise-control claims. Unverified fields remain Unknown.

Unscrambl is an augmented intelligence company founded in 2013 and based in Atlanta, with a long standing focus on what it calls conversational analytics. Its product, Qbo, is an artificial intelligence powered data analyst that lets a business user hold a two way conversation with company data in plain English and get back charts, explanations, and full storyboards. The pitch is aimed squarely at non technical decision makers who want the answer to a business question in seconds rather than waiting weeks for a report from an overloaded data team. Unscrambl has been recognized by Gartner across several years in the conversational analytics and continuous intelligence categories. What sets Qbo apart is where it lives. Rather than being another separate dashboard to log into, Qbo is delivered inside the collaboration tools where people already work, most notably Microsoft Teams, and also Slack and Zoom. A user asks a question the way they would ask a human analyst, and Qbo replies with an interactive visualization, a short explanation, and suggested follow up questions. Because it runs inside Teams, colleagues can analyze together in a group chat, drill into the numbers, build boards, and present findings without leaving the conversation, which spreads data literacy as people learn from each other's questions. Underneath, Qbo connects through out of the box connectors to the common databases and applications a company already uses, and it queries data live whether it sits on premises or in the cloud, including data lakes, with no need to copy or move the data. This gives a single view across internal and external sources such as sales, marketing, operations, and customer records. Qbo also brings augmented analytics to business users, automatically surfacing root causes, changes in key metrics, and underlying trends in plain language, so people move from what happened to why it happened without needing a data scientist. Governance is handled with both role based and row based access control, so each person only sees the data they are permitted to, which matters to the telecommunications companies, banks, insurers, and retailers that make up much of Unscrambl's customer base. The product is sold to enterprises rather than through a public self serve tier. Pricing depends on the richness of the underlying data model and the number of users, and is charged against a daily consumption metric, so buyers arrange terms through a sales conversation. Qbo suits large organizations that want to put conversational, governed analytics in front of every employee inside the tools they already use.

Evidence boundary

What is verified—and what remains unknown.

Source-backed now

No decision field has accepted public evidence yet.

Not yet verified

  • PricingNo accepted public source currently supports this field.
  • CapabilitiesNo accepted public source currently supports this field.
  • DeploymentNo accepted public source currently supports this field.
  • Enterprise controlsNo accepted public source currently supports this field.
  • Privacy & data policyNo accepted public source currently supports this field.
  • IntegrationsNo accepted public source currently supports this field.
  • Regional availabilityNo accepted public source currently supports this field.
  • Execution reliabilityNo publication-approved execution evidence.
Decision readiness

Evidence coverage: 0%

0 of 8 decision fields supported. Evidence coverage is not a product score.

Source-Backed
0
Execution-Verified
0
Intelligence Gap
7
Execution Evidence Gap
1

Product intelligence is not yet evidence-qualified.

Known identity and product metadata appear below. The eight decision fields remain Unverified until accepted evidence supports them.

Request evidence →
Evaluation status

Execution status: No published execution evidence

Documented product facts and Source-Backed claims do not establish execution quality or performance. Only publication-approved execution evidence can create an Execution-Verified state.

Product facts and market availability

Known facts, with boundaries visible.

Pricing
PaidProduct record
Deployment
CloudProduct record
Languages
English
Provider-listed markets
GlobalProvider-listed; not verified availability
Independently verified availability
Unverified
Access requirements
Not recorded
Payment access
Not verified
Network dependency
Not verified
Integrations
Not recordedNot verified
Capability intelligence · Evidence-aware, not a ranking

Capabilities and evidence

Documented product intelligence is not execution evidence or a performance claim. No publication-approved Execution-Verified edge appears unless its governed evidence passes.

No evidence-qualified capability edge is published for this profile. Provider-listed labels are not promoted as verified capabilities.

View full evidence audit9 audited fields · default collapsed

Identity

Unverified · 0 matching sources · 2026-07-01

No accepted supporting source is recorded for this field.

Version

Unverified · 0 matching sources · 2026-07-01

No accepted supporting source is recorded for this field.

Capabilities

Unverified · 0 matching sources · 2026-07-01

No accepted supporting source is recorded for this field.

Pricing

Unverified · 0 matching sources · 2026-07-01

No accepted supporting source is recorded for this field.

Deployment

Unverified · 0 matching sources · 2026-07-01

No accepted supporting source is recorded for this field.

Enterprise controls

Unverified · 0 matching sources · 2026-07-01

No accepted supporting source is recorded for this field.

Privacy & data policy

Unverified · 0 matching sources · 2026-07-01

No accepted supporting source is recorded for this field.

Integrations

Unverified · 0 matching sources · 2026-07-01

No accepted supporting source is recorded for this field.

Regional availability

Unverified · 0 matching sources · 2026-07-01

No accepted supporting source is recorded for this field.

Traceable provenance

Official sources

These sources support only the fields named below. A missing source is reported as unknown, not as a negative product claim.

SourceType and providerSupportsReviewed
Unscrambl official productofficial product · unscrambl.comCanonical identity or product context
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