agent · data analysis
Dot vs NLSQL
55 fields both were evaluated on, 30 of them different — including where one discloses something the other does not. Every value links to the document it came from. 25 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Dot | NLSQL |
|---|---|---|
| Audit trail· | no public information nlsql.com · checked Aug 2, 2026 | |
| Explainability· | “Fetched metrics from Tableau revenue_dashboard · 8 measures synced 1m ago Cross-checked Snowflake history query_log · validated 3 metric definitions 3m ago Pulled Confluence context Data Dictionary page · 12 terms enriched 5m ago Resolved naming conflict revenue_net · Tableau vs Snowflake 8m ago Context model updated 4 files · ready for review 10m ago”getdot.ai · checked Aug 1, 2026 | no public information nlsql.com · checked Aug 2, 2026 |
| Runtime governance· | SSO RBAC Row-Level Security “Analyst ✓ ✓ — ✓ — Executive ✓ ✓ ✓ ✓ ✓ Viewer — ✓ — — — Admin ✓ ✓ ✓ ✓ ✓ SSO RBAC Row-Level Security”getdot.ai · checked Aug 1, 2026 | no public information nlsql.com · checked Aug 2, 2026 |
| Permission scopes· | no public information nlsql.com · checked Aug 2, 2026 | |
| Compliance certifications· | ||
| Regulatory alignment· |
Agency
| Field | Dot | NLSQL |
|---|---|---|
| Goal complexity· | Multi-dimensional analysis with drill-downs and full methodology. “Complex investigations, executive‑ready reports Multi-dimensional analysis with drill-downs and full methodology.”getdot.ai · checked Aug 1, 2026 | no public information nlsql.com · checked Aug 2, 2026 |
| Action space· | “Dot finds the right tables, writes SQL, and generates a chart.”getdot.ai · checked Aug 1, 2026 | no public information nlsql.com · checked Aug 2, 2026 |
| Operating environment· | Slack, Microsoft Teams, and email. “Get insights where you work: Slack, Microsoft Teams, and email.”getdot.ai · checked Aug 1, 2026 | “deployed straight to your Azure subscription, with no data ever leaving your infrastructure.”nlsql.com · checked Aug 2, 2026 |
| Initiative· | “Ask in plain English. Dot finds the right tables, writes SQL, and generates a chart.”getdot.ai · checked Aug 1, 2026 | “An intelligent agent that autonomously runs analytics, detects anomalies and delivers proactive insights right inside Microsoft Teams & Slack — no manual queries needed.”nlsql.com · checked Aug 2, 2026 |
Safety
| Field | Dot | NLSQL |
|---|---|---|
| Safety evaluations· | “Microsoft-certified Enterprise-grade and GDPR-ready”nlsql.com · checked Aug 2, 2026 | |
| Safety policy· | ||
| Third-party evaluations· | no public information getdot.ai · checked Aug 1, 2026 | |
| Data handling· |
Practicality
| Field | Dot | NLSQL |
|---|---|---|
| Pricing model· | no public information getdot.ai · checked Aug 1, 2026 | |
| Price point· | no public information getdot.ai · checked Aug 1, 2026 | |
| Availability· | no public information getdot.ai · checked Aug 1, 2026 | |
| Deployment options· | no-code integrations or Dot's API. “Connect with no-code integrations or Dot's API.”getdot.ai · checked Aug 1, 2026 | |
| Integrations· | Slack, Microsoft Teams, and email. “Get insights where you work: Slack, Microsoft Teams, and email.”getdot.ai · checked Aug 1, 2026 | “Ask in plain English — get queries, data and visualizations in seconds across SQL Server, PostgreSQL, SAP HANA, Snowflake, Redshift, MySQL, Supabase & more.”nlsql.com · checked Aug 2, 2026 |
| Supported regions· | no public information nlsql.com · checked Aug 2, 2026 |
Foundation models
| Field | Dot | NLSQL |
|---|---|---|
| Model provider· | no public information getdot.ai · checked Aug 1, 2026 | |
| Fine-tuning· | “You can train Dot to get better. Add instructions, examples, and business rules with Dot's context agent.”getdot.ai · checked Aug 1, 2026 | no public information nlsql.com · checked Aug 2, 2026 |
Ecosystem
| Field | Dot | NLSQL |
|---|---|---|
| Protocols supported· | no public information nlsql.com · checked Aug 2, 2026 | |
| Tool use· | “Dot finds the right tables, writes SQL, and generates a chart.”getdot.ai · checked Aug 1, 2026 | no public information nlsql.com · checked Aug 2, 2026 |
| API access· | “NLSQL Structured databases AI data analytics for structured datasets Natural Language to SQL API.”nlsql.com · checked Aug 2, 2026 | |
| Marketplace presence· | no public information getdot.ai · checked Aug 1, 2026 |
Impact
| Field | Dot | NLSQL |
|---|---|---|
| User base· | “Trusted by data teams at 6,700 + Users on the platform — and growing 1,900 + Monthly active users every month”nlsql.com · checked Aug 2, 2026 | |
| Deployment scale· | no public information getdot.ai · checked Aug 1, 2026 | “Trusted by 6,700+ users across global enterprises”nlsql.com · checked Aug 2, 2026 |
| Target sectors· | financial analysis tasks from Adyen “Benchmarked on 450+ financial analysis tasks from Adyen”getdot.ai · checked Aug 1, 2026 | “Healthcare NLSQL for Healthcare AI analytics for ICU and hospital information systems — real-time clinical data access for clinicians, with no SQL required and no data leaving the hospital network.”nlsql.com · checked Aug 2, 2026 |
| High-risk domains· | financial analysis tasks from Adyen “Benchmarked on 450+ financial analysis tasks from Adyen”getdot.ai · checked Aug 1, 2026 | “Healthcare NLSQL for Healthcare AI analytics for ICU and hospital information systems — real-time clinical data access for clinicians, with no SQL required and no data leaving the hospital network.”nlsql.com · checked Aug 2, 2026 |
Disclosed by neither
Both Dot and NLSQL publish nothing on these 25 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 25 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Documented incidents
- Support model
- Base models
- Model swappable
- Open weights
- Context window
- Multi-agent
- Open source
- Red teaming
- Usage restrictions
- Model or system card
- Incident reporting
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do Dot and NLSQL compare on goal complexity?
- Dot: Multi-dimensional analysis with drill-downs and full methodology.. NLSQL: no public information disclosed.
- How do Dot and NLSQL compare on protocols supported?
- Dot: Dot's API.. NLSQL: no public information disclosed.
- How do Dot and NLSQL compare on runtime governance?
- Dot: SSO RBAC Row-Level Security. NLSQL: no public information disclosed.