COMPARISON
Zenlytic is an AI analyst, Zoe, on a governed semantic layer over your warehouse. SIGNLD is a knowledge-graph decision engine over the business systems themselves. Here is when to choose which.
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Choose SIGNLD if: Your data still lives in the business systems themselves, not in a governed warehouse, and you want answers without building one first.
Choose Zenlytic if: You already have a governed warehouse with LookML or dbt models and want an AI layer that respects those definitions.
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| Dimension | SIGNLD | Zenlytic |
|---|---|---|
| Data model | Live knowledge graph over 800+ connected systems, refreshed daily | Governed semantic layer on a warehouse or database (Snowflake, BigQuery, Redshift, Postgres, Databricks and others); imports LookML and dbt |
| Question interface | Plain-language chat with confidence-scored briefs | AI analyst (Zoe) in chat, dashboards, Slack, Teams, and inside Claude and ChatGPT via MCP |
| Source traceability | Every answer traces to the source system and row | Shows SQL and marks human-approved versus generated fields |
| Connectors | 800+ read-only integrations, MCP support | Requires a warehouse or database |
| Deployment | SaaS, single-tenant instance on AWS Bedrock; Enterprise supports VPC | Cloud or in-VPC |
| Data privacy | Read-only, never trained on, isolated to your tenant | Not published |
| Compliance | SOC 2 Type II, HIPAA-ready, GDPR-ready | SOC 2 Type II, HIPAA, GDPR |
| Best fit | Ops, finance, and executive leadership at mid-market | Mid-size to large companies with a data team |
| Pricing entry point | Free Forever - Plus $25/mo - Growth $333/mo | Quote only (demo booking) |
| Free trial | Free Forever plus 14-day full Growth trial, no credit card | No free tier |
Zenlytic sits on a governed semantic layer. It imports LookML and dbt, so Zoe answers with the metric definitions your data team has already agreed. It shows the SQL and marks which fields are human-approved and which are generated, which is a useful signal of how much to trust a given answer.
SIGNLD does not need a semantic layer or a warehouse. It connects read-only to the systems where the data starts and builds a knowledge graph that links records across them. For a company that has never modelled its data, that removes the step that would otherwise come first.
Zenlytic fits mid-size to large companies with a data team that maintains the warehouse and the models. In that setting, an AI analyst that respects governed definitions is exactly what keeps answers consistent.
SIGNLD fits a CEO, CFO or COO at a 10 to 500 person company where nobody owns a warehouse. The answer arrives as a Decision Brief with evidence linked to source records, a confidence score and a recommended action.
Zenlytic is quote only, through a demo booking, with no free tier. SIGNLD starts at Free Forever, Plus at $25/mo and Growth at $333/mo, with a 14-day Growth trial and no credit card.
See also: SIGNLD vs Dot, SIGNLD vs Querio, SIGNLD vs WisdomAI
Free Forever plan. Full 14-day Growth trial. No credit card.