# Holistics Data, ThoughtSpot vs Domo Comparison

| | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.4 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 16 | 330 | 1,005 | 
| **Largest Market Segment** | Small-Business (50.0% of reviews) | Enterprise (43.3% of reviews) | Mid-Market (54.2% of reviews) | 
| **Entry Level Price** | No pricing available | Starting at $25.00 1 Users Per Month | Free Trial | 

---
## Top Pros & Cons

### Holistics Data

Pros:
- Analytics (1 reviews)
- Customer Support (1 reviews)

Cons:
- Coding Difficulty (1 reviews)
- Initial Difficulty (1 reviews)

### ThoughtSpot

Pros:
- Ease of Use (68 reviews)
- Insights (45 reviews)

Cons:
- Learning Curve (24 reviews)
- Missing Features (15 reviews)

### Domo

Pros:
- Ease of Use (247 reviews)
- Data Visualization (116 reviews)

Cons:
- Learning Curve (66 reviews)
- Missing Features (59 reviews)

---
## Ratings Comparison
| Rating | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
  | **Meets Requirements** | 8.2 (13 reviews) | 8.3 (262 reviews) | 8.4 (863 reviews) | 
  | **Ease of Use** | 8.3 (13 reviews) | 8.7 (262 reviews) | 8.3 (879 reviews) | 
  | **Ease of Setup** | 8.5 (8 reviews) | 8.0 (128 reviews) | 7.8 (561 reviews) | 
  | **Ease of Admin** | 8.5 (8 reviews) | 8.3 (109 reviews) | 8.1 (471 reviews) | 
  | **Quality of Support** | 8.6 (11 reviews) | 8.6 (235 reviews) | 8.1 (750 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.3 (8 reviews) | 8.9 (107 reviews) | 8.8 (469 reviews) | 
  | **Product Direction (% positive)** | 9.1 (13 reviews) | 9.1 (258 reviews) | 8.6 (857 reviews) | 

---
## Pricing

### Holistics Data

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### ThoughtSpot

#### Entry-Level Pricing

Plan: ThoughtSpot Analytics - Essentials

Price: Starting at $25.00 1 Users Per Month

Description: For small teams to find and share insights with AI Analytics 

Key Features:
- Dynamic, interactive dashboards 
- Actionable insights
- From 5-50 users

[Browse all 5 editions](https://www.g2.com/products/thoughtspot/pricing)

#### Free Trial

Yes

### Domo

#### Entry-Level Pricing

Plan: Free

Price: Free Trial

Description: Try out the Domo platform for 30 days. No credit card required.

Key Features:
- Full Platform
- Unlimited users
- Onboarding support

[Browse all 2 editions](https://www.g2.com/products/domo/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Holistics Data** | N/A | N/A |
| **ThoughtSpot** | 8.3/10 | 197 |
| **Domo** | 8.1/10 | 737 |

#### Reports

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Reports Interface** | 8.2 (10 reviews) | 8.7 (156 reviews) ✓ Verified | 8.5 (669 reviews) ✓ Verified | 
| **Steps to Answer** | 7.2 (9 reviews) | 8.5 (149 reviews) ✓ Verified | 7.9 (602 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.0 (9 reviews) | 8.3 (159 reviews) ✓ Verified | 8.8 (670 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (6 reviews) | 8.1 (128 reviews) ✓ Verified | 8.3 (591 reviews) ✓ Verified | 
| **Dashboards** | 8.9 (9 reviews) | 8.7 (158 reviews) ✓ Verified | 8.7 (666 reviews) ✓ Verified | 

#### Self Service 

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Calculated Fields** | 8.1 (9 reviews) | 8.2 (144 reviews) ✓ Verified | 8.2 (602 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.3 (9 reviews) | 8.6 (151 reviews) ✓ Verified | 8.3 (614 reviews) ✓ Verified | 
| **Data Discovery** | 7.6 (9 reviews) | 8.6 (150 reviews) ✓ Verified | 8.1 (579 reviews) ✓ Verified | 
| **Search** | 8.0 (9 reviews) | 8.8 (162 reviews) ✓ Verified | 7.8 (583 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.7 (10 reviews) | 8.2 (136 reviews) ✓ Verified | 7.9 (572 reviews) ✓ Verified | 
| **Automodeling** | 8.5 (9 reviews) | 7.5 (111 reviews) ✓ Verified | 7.0 (467 reviews) | 

#### Advanced Analytics

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Predictive Analytics** | 6.2 (7 reviews) | 7.8 (113 reviews) | 6.8 (440 reviews) ✓ Verified | 
| **Data Visualization** | 9.3 (9 reviews) | 8.6 (152 reviews) ✓ Verified | 8.7 (625 reviews) ✓ Verified | 
| **Big Data Services** | 7.1 (7 reviews) | 8.0 (122 reviews) ✓ Verified | 8.0 (475 reviews) ✓ Verified | 

#### Building Reports

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Data Transformation** | 8.1 (6 reviews) | 7.5 (95 reviews) ✓ Verified | 8.5 (444 reviews) ✓ Verified | 
| **Data Modeling** | 8.6 (7 reviews) | 7.5 (99 reviews) ✓ Verified | 8.1 (319 reviews) | 
| **WYSIWYG Report Design** | 9.4 (8 reviews) | 7.9 (86 reviews) ✓ Verified | 8.0 (335 reviews) ✓ Verified | 
| **Integration APIs** | 7.8 (6 reviews) | 7.6 (79 reviews) ✓ Verified | 7.9 (385 reviews) ✓ Verified | 

#### Platform

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | 

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Holistics Data** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Domo** | 8.4/10 | 723 |

#### Reports

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Reports Interface** | 8.2 (10 reviews) | 8.7 (156 reviews) ✓ Verified | 8.5 (669 reviews) ✓ Verified | 
| **Steps to Answer** | 7.2 (9 reviews) | 8.5 (149 reviews) ✓ Verified | 7.9 (602 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.0 (9 reviews) | 8.3 (159 reviews) ✓ Verified | 8.8 (670 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (6 reviews) | 8.1 (128 reviews) ✓ Verified | 8.3 (591 reviews) ✓ Verified | 
| **Dashboards** | 8.9 (9 reviews) | 8.7 (158 reviews) ✓ Verified | 8.7 (666 reviews) ✓ Verified | 

#### Reports

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | 8.6 (25 reviews) | 
| **Share Reports** | Not enough data | Not enough data | 8.8 (23 reviews) | 
| **Steps to Answer** | Not enough data | Not enough data | 8.3 (22 reviews) | 

#### Generative AI

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 7.5 (17 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 7.5 (17 reviews) | 

#### Visualization

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Graphs and Charts** | Not enough data | Not enough data | 8.5 (24 reviews) | 
| **Score Cards** | Not enough data | Not enough data | 8.3 (23 reviews) | 
| **Dashboards** | Not enough data | Not enough data | 8.3 (24 reviews) | 
| **Formats** | Not enough data | Not enough data | 8.6 (22 reviews) | 

#### Data Updates

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Historical Snapshots** | Not enough data | Not enough data | 8.3 (21 reviews) | 
| **Real-Time Updating** | Not enough data | Not enough data | 9.0 (21 reviews) | 

#### Collaboration

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Sharing** | Not enough data | Not enough data | 8.5 (21 reviews) | 
| **Co-Editing** | Not enough data | Not enough data | 8.3 (21 reviews) | 
| **Devices** | Not enough data | Not enough data | 8.5 (21 reviews) | 

#### Data Updates

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Historical Snapshots** | Not enough data | Not enough data | 8.5 (25 reviews) | 
| **Real-Time Updating** | Not enough data | Not enough data | 8.7 (26 reviews) | 
| **Email Reports** | Not enough data | Not enough data | 7.9 (27 reviews) | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Holistics Data** | 8.2/10 | 13 |
| **ThoughtSpot** | 8.0/10 | 218 |
| **Domo** | 7.7/10 | 763 |

#### Reports

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Reports Interface** | 8.2 (10 reviews) | 8.7 (156 reviews) ✓ Verified | 8.5 (669 reviews) ✓ Verified | 
| **Steps to Answer** | 7.2 (9 reviews) | 8.5 (149 reviews) ✓ Verified | 7.9 (602 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.0 (9 reviews) | 8.3 (159 reviews) ✓ Verified | 8.8 (670 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (6 reviews) | 8.1 (128 reviews) ✓ Verified | 8.3 (591 reviews) ✓ Verified | 
| **Dashboards** | 8.9 (9 reviews) | 8.7 (158 reviews) ✓ Verified | 8.7 (666 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Connectors** | 8.1 (6 reviews) | 8.2 (101 reviews) ✓ Verified | 8.3 (266 reviews) ✓ Verified | 
| **Data Governance** | 7.0 (5 reviews) | 7.9 (99 reviews) ✓ Verified | 8.0 (256 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Data Querying** | 8.6 (7 reviews) | 8.4 (111 reviews) ✓ Verified | 8.2 (260 reviews) ✓ Verified | 
| **Data Filtering** | 7.9 (7 reviews) | 8.5 (115 reviews) ✓ Verified | 8.4 (260 reviews) ✓ Verified | 
| **Data Blending** | 8.7 (5 reviews) | 8.2 (103 reviews) ✓ Verified | 8.4 (255 reviews) ✓ Verified | 

#### Generative AI

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.0 (22 reviews) | 6.5 (146 reviews) | 
| **AI Text Summarization** | Not enough data | 6.7 (22 reviews) | 6.4 (146 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.1 (51 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 7.1 (51 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 7.4 (51 reviews) | 
| **Adaptive Learning** | Not enough data | 6.0 (5 reviews) | 7.2 (50 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 7.1 (50 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.0 (49 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 7.2 (51 reviews) | 

#### Self Service 

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Calculated Fields** | 8.1 (9 reviews) | 8.2 (144 reviews) ✓ Verified | 8.2 (602 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.3 (9 reviews) | 8.6 (151 reviews) ✓ Verified | 8.3 (614 reviews) ✓ Verified | 
| **Data Discovery** | 7.6 (9 reviews) | 8.6 (150 reviews) ✓ Verified | 8.1 (579 reviews) ✓ Verified | 
| **Search** | 8.0 (9 reviews) | 8.8 (162 reviews) ✓ Verified | 7.8 (583 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.7 (10 reviews) | 8.2 (136 reviews) ✓ Verified | 7.9 (572 reviews) ✓ Verified | 
| **Automodeling** | 8.5 (9 reviews) | 7.5 (111 reviews) ✓ Verified | 7.0 (467 reviews) | 

#### Deployment & Integration - Analytics Platforms

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **No-code Dashboard Builder** | Not enough data | 8.7 (5 reviews) | 8.3 (62 reviews) | 
| **Report Scheduling and Automation** | Not enough data | Not enough data | 8.2 (59 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | 7.3 (5 reviews) | 8.0 (50 reviews) | 
| **Data Source Connectivity** | Not enough data | 8.3 (5 reviews) | 8.4 (56 reviews) | 

#### Advanced Analytics

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Predictive Analytics** | 6.2 (7 reviews) | 7.8 (113 reviews) | 6.8 (440 reviews) ✓ Verified | 
| **Data Visualization** | 9.3 (9 reviews) | 8.6 (152 reviews) ✓ Verified | 8.7 (625 reviews) ✓ Verified | 
| **Big Data Services** | 7.1 (7 reviews) | 8.0 (122 reviews) ✓ Verified | 8.0 (475 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Large data handling and Query Speed** | Not enough data | 8.6 (6 reviews) | 7.9 (56 reviews) | 
| **Concurrent User Support** | Not enough data | Not enough data | 8.2 (52 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Data Modeling and Governance** | Not enough data | Not enough data | 7.8 (50 reviews) | 
| **Notebook and Script Integration** | Not enough data | Not enough data | 7.8 (50 reviews) | 
| **Built-in Predictive and Statistical Models** | Not enough data | Not enough data | 7.4 (49 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | Not enough data | 7.0 (48 reviews) | 
| **Natural Language Queries** | Not enough data | 8.1 (7 reviews) | 7.1 (47 reviews) | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | Not enough data | 7.5 (50 reviews) | 
| **AI Agents for Analytical Follow-ups** | Not enough data | Not enough data | 6.9 (48 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | Not enough data | 6.9 (48 reviews) | 
| **Role-based Insight Personalization** | Not enough data | Not enough data | 6.9 (48 reviews) | 
| **Conversational and Prompt-based Analytics** | Not enough data | Not enough data | 6.9 (48 reviews) | 

#### Building Reports

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Data Transformation** | 8.1 (6 reviews) | 7.5 (95 reviews) ✓ Verified | 8.5 (444 reviews) ✓ Verified | 
| **Data Modeling** | 8.6 (7 reviews) | 7.5 (99 reviews) ✓ Verified | 8.1 (319 reviews) | 
| **WYSIWYG Report Design** | 9.4 (8 reviews) | 7.9 (86 reviews) ✓ Verified | 8.0 (335 reviews) ✓ Verified | 
| **Integration APIs** | 7.8 (6 reviews) | 7.6 (79 reviews) ✓ Verified | 7.9 (385 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Holistics Data** | N/A | N/A |
| **ThoughtSpot** | 8.5/10 | 196 |
| **Domo** | 8.2/10 | 734 |

#### Reports

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Reports Interface** | 8.2 (10 reviews) | 8.7 (156 reviews) ✓ Verified | 8.5 (669 reviews) ✓ Verified | 
| **Steps to Answer** | 7.2 (9 reviews) | 8.5 (149 reviews) ✓ Verified | 7.9 (602 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.0 (9 reviews) | 8.3 (159 reviews) ✓ Verified | 8.8 (670 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (6 reviews) | 8.1 (128 reviews) ✓ Verified | 8.3 (591 reviews) ✓ Verified | 
| **Dashboards** | 8.9 (9 reviews) | 8.7 (158 reviews) ✓ Verified | 8.7 (666 reviews) ✓ Verified | 

#### Self Service 

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Calculated Fields** | 8.1 (9 reviews) | 8.2 (144 reviews) ✓ Verified | 8.2 (602 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.3 (9 reviews) | 8.6 (151 reviews) ✓ Verified | 8.3 (614 reviews) ✓ Verified | 
| **Data Discovery** | 7.6 (9 reviews) | 8.6 (150 reviews) ✓ Verified | 8.1 (579 reviews) ✓ Verified | 
| **Search** | 8.0 (9 reviews) | 8.8 (162 reviews) ✓ Verified | 7.8 (583 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.7 (10 reviews) | 8.2 (136 reviews) ✓ Verified | 7.9 (572 reviews) ✓ Verified | 
| **Automodeling** | 8.5 (9 reviews) | 7.5 (111 reviews) ✓ Verified | 7.0 (467 reviews) | 

#### Building Reports

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Data Transformation** | 8.1 (6 reviews) | 7.5 (95 reviews) ✓ Verified | 8.5 (444 reviews) ✓ Verified | 
| **Data Modeling** | 8.6 (7 reviews) | 7.5 (99 reviews) ✓ Verified | 8.1 (319 reviews) | 
| **WYSIWYG Report Design** | 9.4 (8 reviews) | 7.9 (86 reviews) ✓ Verified | 8.0 (335 reviews) ✓ Verified | 
| **Integration APIs** | 7.8 (6 reviews) | 7.6 (79 reviews) ✓ Verified | 7.9 (385 reviews) ✓ Verified | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Holistics Data** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Domo** | 8.0/10 | 41 |

#### Data Source Access

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Breadth of Data Sources** | Not enough data | Not enough data | 8.6 (37 reviews) | 
| **Ease of Data Connectivity** | Not enough data | Not enough data | 8.6 (37 reviews) | 
| **API Connectivity** | Not enough data | Not enough data | 8.0 (35 reviews) | 

#### Data Interaction

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Profiling and Classification** | Not enough data | Not enough data | 7.6 (32 reviews) | 
| **Metadata Management** | Not enough data | Not enough data | 7.1 (32 reviews) | 
| **Data Modeling** | Not enough data | Not enough data | 7.5 (31 reviews) | 
| **Data Joining** | Not enough data | Not enough data | 8.9 (33 reviews) | 
| **Data Blending** | Not enough data | Not enough data | 8.8 (32 reviews) | 
| **Data Quality and Cleansing** | Not enough data | Not enough data | 8.0 (33 reviews) | 
| **Data Sharing** | Not enough data | Not enough data | 8.3 (33 reviews) | 
| **Data Governance** | Not enough data | Not enough data | 8.0 (33 reviews) | 

#### Data Exporting

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Breadth of Integrations** | Not enough data | Not enough data | 8.2 (35 reviews) | 
| **Ease of Integrations** | Not enough data | Not enough data | 8.1 (34 reviews) | 
| **Data Workflows** | Not enough data | Not enough data | 8.1 (33 reviews) | 

#### Generative AI

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 6.3 (27 reviews) | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Holistics Data** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Domo** | 7.5/10 | 30 |

#### Administration

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Data Modelling** | Not enough data | Not enough data | 7.8 (29 reviews) | 
| **Recommendations** | Not enough data | Not enough data | 7.3 (30 reviews) | 
| **Workflow Management** | Not enough data | Not enough data | 7.7 (30 reviews) | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | 8.6 (30 reviews) | 

#### Management

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Business Glossary** | Not enough data | Not enough data | 6.8 (24 reviews) | 
| **Data Discovery** | Not enough data | Not enough data | 6.7 (25 reviews) | 
| **Data Profililng** | Not enough data | Not enough data | 6.7 (24 reviews) | 
| **Reporting and Visualization** | Not enough data | Not enough data | 8.2 (25 reviews) | 
| **Data Lineage** | Not enough data | Not enough data | 8.2 (25 reviews) | 

#### Compliance

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Sensitive Data Compliance** | Not enough data | Not enough data | 8.0 (29 reviews) | 
| **Training and Guidelines** | Not enough data | Not enough data | 7.7 (29 reviews) | 
| **Policy Enforcement** | Not enough data | Not enough data | 7.9 (30 reviews) | 
| **Compliance Monitoring** | Not enough data | Not enough data | 7.8 (29 reviews) | 

#### Security

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Access Control** | Not enough data | Not enough data | 8.3 (26 reviews) | 
| **Roles Management** | Not enough data | Not enough data | 7.9 (26 reviews) | 
| **Compliance Management** | Not enough data | Not enough data | 7.8 (25 reviews) | 

#### Data Quality

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Data Preparation** | Not enough data | Not enough data | 8.3 (28 reviews) | 
| **Data Distribution** | Not enough data | Not enough data | 8.5 (26 reviews) | 
| **Data Unification** | Not enough data | Not enough data | 8.5 (28 reviews) | 

#### Maintainence

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Data Quality Management** | Not enough data | Not enough data | 7.4 (25 reviews) | 
| **Policy Management** | Not enough data | Not enough data | 7.5 (24 reviews) | 

#### Generative AI

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 6.5 (25 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 6.2 (25 reviews) | 

#### Agentic AI - Data Governance

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 6.9 (16 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 7.1 (16 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 7.1 (15 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 7.1 (15 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 6.8 (15 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 7.2 (16 reviews) | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Holistics Data** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Domo** | 8.0/10 | 44 |

#### Management

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | 8.4 (41 reviews) | 
| **Auditing** | Not enough data | Not enough data | 7.2 (39 reviews) | 

#### Functionality

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Extraction** | Not enough data | Not enough data | 8.0 (40 reviews) | 
| **Transformation** | Not enough data | Not enough data | 8.4 (40 reviews) | 
| **Loading** | Not enough data | Not enough data | 7.8 (39 reviews) | 
| **Automation** | Not enough data | Not enough data | 8.5 (41 reviews) | 
| **Scalability** | Not enough data | Not enough data | 7.9 (38 reviews) | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Holistics Data** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Domo** | 6.2/10 | 25 |

#### System

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | Not enough data | 7.6 (20 reviews) | 

#### Model Development

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Language Support** | Not enough data | Not enough data | 7.5 (24 reviews) | 
| **Drag and Drop** | Not enough data | Not enough data | 7.7 (24 reviews) | 
| **Pre-Built Algorithms** | Not enough data | Not enough data | 6.3 (24 reviews) | 
| **Model Training** | Not enough data | Not enough data | Feature Not Available | 

#### Model Development

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | 6.3 (19 reviews) | 

#### Machine/Deep Learning Services

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Computer Vision** | Not enough data | Not enough data | Feature Not Available | 
| **Natural Language Processing** | Not enough data | Not enough data | 6.2 (22 reviews) | 
| **Natural Language Generation** | Not enough data | Not enough data | 6.2 (22 reviews) | 
| **Artificial Neural Networks** | Not enough data | Not enough data | Feature Not Available | 

#### Machine/Deep Learning Services

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Natural Language Understanding** | Not enough data | Not enough data | 5.8 (18 reviews) | 
| **Deep Learning** | Not enough data | Not enough data | 5.8 (18 reviews) | 

#### Deployment

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Managed Service** | Not enough data | Not enough data | 6.6 (22 reviews) | 
| **Application** | Not enough data | Not enough data | 6.4 (23 reviews) | 
| **Scalability** | Not enough data | Not enough data | 7.0 (24 reviews) | 

#### Generative AI

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 6.0 (12 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 4.3 (12 reviews) | 
| **AI Text-to-Image** | Not enough data | Not enough data | 4.0 (10 reviews) | 

#### Agentic AI - Data Science and Machine Learning Platforms

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **Holistics Data** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Domo** | N/A | N/A |

#### Responses

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Personalization** | Not enough data | Not enough data | Not enough data | 
| **Route To Human** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Understanding (NLU)** | Not enough data | Not enough data | Not enough data | 

#### Automation - AI Agents

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Sales Follow-Up** | Not enough data | Not enough data | Not enough data | 
| **Customer Interaction Automation** | Not enough data | Not enough data | Not enough data | 
| **Lead Generation** | Not enough data | Not enough data | Not enough data | 
| **Document Processing** | Not enough data | Not enough data | Not enough data | 
| **Feedback Collection** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Conversation Editor** | Not enough data | Not enough data | Not enough data | 
| **Integration** | Not enough data | Not enough data | Not enough data | 
| **Human-In-The-Loop** | Not enough data | Not enough data | Not enough data | 

#### Autonomy -  AI Agents

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Independent Decision Making** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Responses** | Not enough data | Not enough data | Not enough data | 
| **Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Problem Solving** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Holistics Data** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Domo** | N/A | N/A |

#### Customization - AI Agent Builders

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Natural Language Configuration** | Not enough data | Not enough data | Not enough data | 
| **Tone Customization** | Not enough data | Not enough data | Not enough data | 
| **Security Guardrails** | Not enough data | Not enough data | Not enough data | 

#### Functionality - AI Agent Builders

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Omni-channel Support** | Not enough data | Not enough data | Not enough data | 
| **Agent Branding** | Not enough data | Not enough data | Not enough data | 
| **Proactive Response Capabilities** | Not enough data | Not enough data | Not enough data | 
| **Seamless Human Escalation** | Not enough data | Not enough data | Not enough data | 

#### Data and Analytics - AI Agent Builders

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Analytics & Reporting** | Not enough data | Not enough data | Not enough data | 
| **Contextual Awareness** | Not enough data | Not enough data | Not enough data | 
| **Data Privacy Compliance** | Not enough data | Not enough data | Not enough data | 

#### Integration - AI Agent Builders

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Workflow Automation** | Not enough data | Not enough data | Not enough data | 
| **API Usage** | Not enough data | Not enough data | Not enough data | 
| **Platform Interoperability** | Not enough data | Not enough data | Not enough data | 
| **CRM Data Integration** | Not enough data | Not enough data | Not enough data | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **Holistics Data** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Domo** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | Not enough data | Not enough data | Not enough data | 
| **Open API & SDK Integration** | Not enough data | Not enough data | Not enough data | 

#### Data Connectivity & Federation - Semantic Layer Tools

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Cross-Source Query Federation** | Not enough data | Not enough data | Not enough data | 
| **Dynamic Schema & Metadata Adaptation** | Not enough data | Not enough data | Not enough data | 

#### Data Modeling & Metrics - Semantic Layer Tools

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Derived & Calculated Metrics** | Not enough data | Not enough data | Not enough data | 
| **Time Intelligence Functions** | Not enough data | Not enough data | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Query Caching & Acceleration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Query Optimization** | Not enough data | Not enough data | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **AI Governance & Observability** | Not enough data | Not enough data | Not enough data | 
| **Metric Lineage for AI Training Data** | Not enough data | Not enough data | Not enough data | 
| **Version Control & Change Impact Analysis** | Not enough data | Not enough data | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Natural Language Query Interface** | Not enough data | Not enough data | Not enough data | 
| **Semantic Layer for AI/ML Models** | Not enough data | Not enough data | Not enough data | 
| **Recommendation Engine** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Agentic Query Orchestration** | Not enough data | Not enough data | Not enough data | 
| **Contextual Reasoning Layer** | Not enough data | Not enough data | Not enough data | 
| **Workflow Automation via Semantic Agents** | Not enough data | Not enough data | Not enough data | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **Holistics Data** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Domo** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Continuous Pattern Detection** | Not enough data | Not enough data | Not enough data | 
| **Multi‑Step Reasoning** | Not enough data | Not enough data | Not enough data | 
| **Predictive & Prescriptive Analytics** | Not enough data | Not enough data | Not enough data | 

#### Interaction and Workflow - Agentic Analytics

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Natural Language Query and Conversational Analytics** | Not enough data | Not enough data | Not enough data | 
| **Action Triggering & Workflow Orchestration** | Not enough data | Not enough data | Not enough data | 
| **Explainability & Audit Trails** | Not enough data | Not enough data | Not enough data | 

#### AI Agent Management - Agentic Analytics

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | Not enough data | 

### AI Agents

| Product | Score | Reviews |
|---|---|---|
| **Holistics Data** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Domo** | N/A | N/A |

#### Agentic AI - AI Agents

| Feature | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (2):** [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)


**Unique to ThoughtSpot (3):** [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics), [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations)

**Unique to Domo (7):** [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Data Preparation Software](https://www.g2.com/categories/data-preparation), [ETL Tools](https://www.g2.com/categories/etl-tools), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics)


---
## Reviewer Demographics

### By Company Size

| Segment | Holistics Data | ThoughtSpot | Domo | 
|---|---|---|---|
| **Small-Business** | 50.0% | 17.3% | 13.5% | 
| **Mid-Market** | 43.8% | 39.4% | 54.2% | 
| **Enterprise** | 6.3% | 43.3% | 32.3% | 

### By Industry

#### Holistics Data

- **Internet:** 18.8%
- **Information Technology and Services:** 12.5%
- **Health, Wellness and Fitness:** 12.5%
- **Computer Software:** 12.5%
- **Insurance:** 6.3%
- **Food & Beverages:** 6.3%
- **Financial Services:** 6.3%
- **Events Services:** 6.3%
- **Consumer Services:** 6.3%
- **Construction:** 6.3%
- **Other:** 6.3%

#### ThoughtSpot

- **Information Technology and Services:** 10.7%
- **Computer Software:** 9.1%
- **Financial Services:** 9.1%
- **Retail:** 5.5%
- **Telecommunications:** 4.9%
- **Marketing and Advertising:** 4.5%
- **Hospital & Health Care:** 4.2%
- **Insurance:** 3.9%
- **Accounting:** 2.9%
- **Hospitality:** 2.3%
- **Other:** 43.0%

#### Domo

- **Computer Software:** 9.6%
- **Marketing and Advertising:** 7.4%
- **Information Technology and Services:** 6.1%
- **Hospital & Health Care:** 5.4%
- **Financial Services:** 4.5%
- **Retail:** 3.7%
- **Internet:** 3.5%
- **Telecommunications:** 3.0%
- **Consumer Goods:** 2.4%
- **Staffing and Recruiting:** 2.1%
- **Other:** 52.4%

---
## Alternatives

### Alternatives to Holistics Data

- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1642 reviews)
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- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3652 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1627 reviews)
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (557 reviews)
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- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
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- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1627 reviews)
- [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (392 reviews)

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- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1642 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (600 reviews)
- [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) — 4.2/5 stars (286 reviews)
- [Grow.com](https://www.g2.com/products/grow-com/reviews) — 4.3/5 stars (274 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews)

---
## Top Discussions

### Holistics Data

No discussions available for this product.

### ThoughtSpot

- Title: [How beneficial is Thoughtspot with end user who are not that much expert in data ?](https://www.g2.com/discussions/25499-how-beneficial-is-thoughtspot-with-end-user-who-are-not-that-much-expert-in-data) — 2 comments, 1 upvote
  > **Top comment:** "ThoughtSpot makes self-service simple and quick, even for users with no technical background. Anyone from line of business users to analysts to more..."
- Title: [How is ThoughtSpot priced?](https://www.g2.com/discussions/5134-pricing-licensing) — 2 comments, 1 upvote
  > **Top comment:** "ThoughtSpot has two pricing options depending on whether the organization has a need for the on-premise or cloud based offering. Our starter package is..."
- Title: [What does ThoughtSpot do?](https://www.g2.com/discussions/what-does-thoughtspot-do) — 1 comment
  > **Top comment:** "It's an analytics platform that allows you to use natural language search and AI to identify data insights."
- Title: [Do you have a roadmap for automated insights a la the use case above?](https://www.g2.com/discussions/26396-do-you-have-a-roadmap-for-automated-insights-a-la-the-use-case-above) — 1 comment, 1 upvote
  > **Top comment:** "Hi Alex! I'm not sure what use case you are referring to, but ThoughtSpot is a terrific solution for productizing your data. In your case, if I understand..."
- Title: [How is ThoughtSpot deployed?](https://www.g2.com/discussions/5133-deployment-options-available) — 1 comment, 1 upvote
  > **Top comment:** "ThoughtSpot has multiple deployment options. It can be deployed as a cloud solution, or an on-premise appliance. More details can be found here:..."

### Domo

- Title: [What is Domo used for?](https://www.g2.com/discussions/what-is-domo-used-for) — 1 comment
  > **Top comment:** "<p>Domo is used for business intelligence and data analytics.</p>"
- Title: [What is Domo?](https://www.g2.com/discussions/what-is-domo) — 1 comment, 2 upvotes *(includes official response)*
  > **Top comment:** "Domo brings your business and all its data together in one intuitive platform. With Domo, it’s easy to see the information you care about in one place and..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/holistics-data-vs-thoughtspot-vs-domo)