agent · data analysis
Dot vs Tilores
59 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. 29 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Dot | Tilores |
|---|---|---|
| Audit trail· | “Best value picked per field across all linked sources — fully traceable back to the record it came from.”tilores.io · checked Aug 6, 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 | “Rules are explicit, tunable, and auditable. You can show exactly why two records were linked.”tilores.io · checked Aug 6, 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 tilores.io · checked Aug 6, 2026 |
| Permission scopes· | no public information tilores.io · checked Aug 6, 2026 | |
| Compliance certifications· | no public information tilores.io · checked Aug 6, 2026 | |
| Regulatory alignment· | “Rules are explicit, tunable, and auditable. You can show exactly why two records were linked. You can adjust precision and recall to fit your use case. No black box.”tilores.io · checked Aug 6, 2026 | |
| SLA terms· | no public information getdot.ai · checked Aug 1, 2026 | “sub-300ms ingestion (2ms self-hosted), ~150ms query response (1ms self-hosted)”tilores.io · checked Aug 6, 2026 |
| Evaluation coverage· | no public information getdot.ai · checked Aug 1, 2026 | “They evaluated Tilores against multiple alternatives across a two-month structured benchmark. Tilores won on the hardest data to match: the global shipping and customs records that competing solutions couldn't reliably resolve.”tilores.io · checked Aug 6, 2026 |
| Self-reported performance· | Self-reported customer-impact metrics from named case studies: "18x ROI," "12,000h+ saved," "10x ROI," and "€800K found." “12,000h+ saved”getdot.ai · checked Aug 9, 2026 | no public information tilores.io · checked Aug 13, 2026 |
Agency
| Field | Dot | Tilores |
|---|---|---|
| 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 tilores.io · checked Aug 6, 2026 |
| Action space· | “Dot finds the right tables, writes SQL, and generates a chart.”getdot.ai · checked Aug 1, 2026 | no public information tilores.io · checked Aug 6, 2026 |
| Operating environment· | Slack, Microsoft Teams, and email. “Get insights where you work: Slack, Microsoft Teams, and email.”getdot.ai · checked Aug 1, 2026 | “Runs in your cloud, your data centre, or your laptop”tilores.io · checked Aug 6, 2026 |
| Initiative· | “Ask in plain English. Dot finds the right tables, writes SQL, and generates a chart.”getdot.ai · checked Aug 1, 2026 | no public information tilores.io · checked Aug 6, 2026 |
Safety
| Field | Dot | Tilores |
|---|---|---|
| Safety evaluations· | no public information tilores.io · checked Aug 6, 2026 | |
| Safety policy· | no public information tilores.io · checked Aug 6, 2026 | |
| Data handling· | “Tilores deploys inside your own environment, so the resolved entity graph your models retrieve from never leaves it.”tilores.io · checked Aug 6, 2026 |
Practicality
| Field | Dot | Tilores |
|---|---|---|
| Price point· | no public information getdot.ai · checked Aug 1, 2026 | “Tilores Studio Free Run entity resolution locally — up to 100,000 records.”tilores.io · checked Aug 6, 2026 |
| Availability· | no public information getdot.ai · checked Aug 1, 2026 | “Tilores Studio is now available. Run entity resolution locally on your machine. Download free →”tilores.io · checked Aug 6, 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 | “AWS-native by default · Infrastructure-agnostic by design · Runs in your cloud, your data centre, or your laptop”tilores.io · checked Aug 6, 2026 |
| Integrations· | Slack, Microsoft Teams, and email. “Get insights where you work: Slack, Microsoft Teams, and email.”getdot.ai · checked Aug 1, 2026 | “GraphQL ● 96ms query ResolveEntity { entity(input: { id: "ent_3c8b21a0" }) { entity { id score edges recordInsights { name: valuesDistinct(field: "name" ) email: valuesDistinct(field: "email" ) phone: valuesDistinct(field: "phone" ) dob: valuesDistinct(field: "dateOfBirth" ) address: valuesDistinct(field: "address" ) location: valuesDistinct(field: "location" ) } } } }”tilores.io · checked Aug 6, 2026 |
| Supported regions· | no public information tilores.io · checked Aug 6, 2026 | |
| Support model· | no public information getdot.ai · checked Aug 1, 2026 | “Our team works that way by default. "The Tilores team is one of the most professional teams I've ever worked with in my professional career. They were 100% supportive. They really were part of our team - it felt like a family. They are highly accessible, very professional. They can have discussions at a very pedantic technical level and they're more than capable of explaining things at a business level when needed."”tilores.io · checked Aug 6, 2026 |
Foundation models
| Field | Dot | Tilores |
|---|---|---|
| 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 tilores.io · checked Aug 6, 2026 |
Ecosystem
| Field | Dot | Tilores |
|---|---|---|
| Protocols supported· | ||
| Tool use· | “Dot finds the right tables, writes SQL, and generates a chart.”getdot.ai · checked Aug 1, 2026 | no public information tilores.io · checked Aug 6, 2026 |
| API access· |
Impact
| Field | Dot | Tilores |
|---|---|---|
| User base· | “Used by AI teams, risk teams, and data engineers at MediaPrint, Inato, Grover, and Cofinity-X”tilores.io · checked Aug 6, 2026 | |
| Deployment scale· | no public information getdot.ai · checked Aug 1, 2026 | “110M+ Source records resolved 60M Resolved entity clusters <24h Time to first results 100ms Query latency at scale”tilores.io · checked Aug 6, 2026 |
| Target sectors· | financial analysis tasks from Adyen “Benchmarked on 450+ financial analysis tasks from Adyen”getdot.ai · checked Aug 1, 2026 | “By Industry Financial Services Insurance E-commerce Logistics Government Security Publishing”tilores.io · checked Aug 6, 2026 |
| High-risk domains· | financial analysis tasks from Adyen “Benchmarked on 450+ financial analysis tasks from Adyen”getdot.ai · checked Aug 1, 2026 | no public information tilores.io · checked Aug 6, 2026 |
Disclosed by neither
Both Dot and Tilores publish nothing on these 29 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 29 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Documented incidents
- Market recognition
- Pricing model
- Base models
- Model provider
- Model swappable
- Open weights
- Context window
- Multi-agent
- Open source
- Marketplace presence
- Red teaming
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Own liability cover
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Outcome-based pricing
- Settlement mechanism
- Asset custody
- Dispute process
Questions
- How do Dot and Tilores compare on goal complexity?
- Dot: Multi-dimensional analysis with drill-downs and full methodology.. Tilores: no public information disclosed.
- How do Dot and Tilores compare on high-risk domains?
- Dot: financial analysis tasks from Adyen. Tilores: no public information disclosed.
- How do Dot and Tilores compare on runtime governance?
- Dot: SSO RBAC Row-Level Security. Tilores: no public information disclosed.
- How do Dot and Tilores compare on self-reported performance?
- Dot: Self-reported customer-impact metrics from named case studies: "18x ROI," "12,000h+ saved," "10x ROI," and "€800K found.". Tilores: no public information disclosed.