AskYourDatabase vs Leni
55 fields both were evaluated on, 37 of them different — including where one discloses something the other does not. Every value links to the document it came from. 18 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | AskYourDatabase | Leni |
|---|---|---|
| Audit trail· | no public information www.askyourdatabase.com · checked Aug 2, 2026 | “Institutional Context Graph Decisions made through Leni are captured as a structured trace and added to a growing, fully private context graph for your organization.”leni.co · checked Aug 2, 2026 |
| Explainability· | “We will sanitize the SQL queries before executing them, such as removing the DROP TABLE command, adding the LIMIT clause, etc.”www.askyourdatabase.com · checked Aug 2, 2026 | no public information leni.co · checked Aug 2, 2026 |
| Runtime governance· | “We provide the fine-grained access control feature, which lets you control which tables and columns are accessible for AI.”www.askyourdatabase.com · checked Aug 2, 2026 | “Leni uses containerized popular models with strong guardrails to protect sensitive data”leni.co · checked Aug 2, 2026 |
| Permission scopes· | “Fine grained user-level access control is supported.”www.askyourdatabase.com · checked Aug 2, 2026 | no public information leni.co · checked Aug 2, 2026 |
| Compliance certifications· | “SOC 2 Compliant 4.9/5 on G2 ISO 27001 Compliant”www.askyourdatabase.com · checked Aug 2, 2026 | no public information leni.co · checked Aug 2, 2026 |
| Regulatory alignment· | no public information leni.co · checked Aug 2, 2026 | |
| SLA terms· | “24/7 support Our customer support team is available 24/7 to help you with any issues.”www.askyourdatabase.com · checked Aug 2, 2026 | no public information leni.co · checked Aug 2, 2026 |
| Evaluation coverage· | “Independently evaluated against top Al platforms across reasoning, spreadsheets, research, hallucinations, and creative tasks.”leni.co · checked Aug 2, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
Agency
| Field | AskYourDatabase | Leni |
|---|---|---|
| Human oversight· | “For any query that will modify the data, we will ask for your confirmation before executing it.”www.askyourdatabase.com · checked Aug 2, 2026 | “Our architecture is designed to take care of all these at scale for enterprises. Leni uses structure, checks, and multi-agent collaboration to reduce errors and hallucinations, producing work you can trust.”leni.co · checked Aug 2, 2026 |
| Goal complexity· | “Leni is loved by serious investors looking for finished products rather than back-and-forth. It understands your needs, it self-prompts, keeps context, and gets tasks done, so workflows keep moving and actually save time.”leni.co · checked Aug 2, 2026 | |
| Action space· | “Query, visualize, manage, analyze your data”www.askyourdatabase.com · checked Aug 2, 2026 | “Leni integrates with the widest range of industry-specific ERPs and systems using a purpose-built data model, enabling you to automate back-office tasks and portfolio reporting across multiple managers and systems.”leni.co · checked Aug 2, 2026 |
| Operating environment· | “Chat with your SQL database instead of trawling through tables with this AI-powered tool.”www.askyourdatabase.com · checked Aug 2, 2026 | “It is built to connect and evolve with your documents, meetings, emails, and the widest range of industry-specific systems, including Yardi, Entrata, ResMan, RealPage, AppFolio, and more”leni.co · checked Aug 2, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Initiative· | no public information www.askyourdatabase.com · checked Aug 2, 2026 | “It understands your needs, it self-prompts, keeps context, and gets tasks done, so workflows keep moving and actually save time.”leni.co · checked Aug 2, 2026 |
Safety
| Field | AskYourDatabase | Leni |
|---|---|---|
| Safety evaluations· | “Independently evaluated against top Al platforms across reasoning, spreadsheets, research, hallucinations, and creative tasks.”leni.co · checked Aug 2, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | |
| Safety policy· | “We do not collect, store, or transmit any of your request data like your database credentials, queries, or results.”www.askyourdatabase.com · checked Aug 2, 2026 | no public information leni.co · checked Aug 2, 2026 |
| Usage restrictions· | “We will sanitize the SQL queries before executing them, such as removing the DROP TABLE command, adding the LIMIT clause, etc.”www.askyourdatabase.com · checked Aug 2, 2026 | no public information leni.co · checked Aug 2, 2026 |
| Third-party evaluations· | “Independently evaluated against top Al platforms across reasoning, spreadsheets, research, hallucinations, and creative tasks.”leni.co · checked Aug 2, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | |
| Data handling· | “We do not collect, store, or transmit any of your request data like your database credentials, queries, or results. We do collect and store your email address, name, and billing information.”www.askyourdatabase.com · checked Aug 2, 2026 | “We have self-trained small-weight models and host every frontier model on our servers, so nothing leaves the environment.”leni.co · checked Aug 2, 2026 |
Practicality
| Field | AskYourDatabase | Leni |
|---|---|---|
| Pricing model· | “Get started No credit card required, we have free quota of small model.”www.askyourdatabase.com · checked Aug 2, 2026 | no public information leni.co · checked Aug 2, 2026 |
| Price point· | “Get started No credit card required, we have free quota of small model.”www.askyourdatabase.com · checked Aug 2, 2026 | no public information leni.co · checked Aug 2, 2026 |
| Availability· | “Get started No credit card required, we have free quota of small model.”www.askyourdatabase.com · checked Aug 2, 2026 | no public information leni.co · checked Aug 2, 2026 |
| Deployment options· | “On-premise deployment is supported. Even the model can be deployed on your own server.”www.askyourdatabase.com · checked Aug 2, 2026 | “Leni uses containerized popular models with strong guardrails to protect sensitive data, enabling teams to operate with confidence. We have self-trained small-weight models and host every frontier model on our servers, so nothing leaves the environment.”leni.co · checked Aug 2, 2026 |
| Integrations· | “Works with your favorite databases Clickhouse PostgreSQL MySQL Microsoft SQL Server Oracle MongoDB Snowflake BigQuery”www.askyourdatabase.com · checked Aug 2, 2026 | “including Yardi, Entrata, ResMan, RealPage, AppFolio, and more”leni.co · checked Aug 2, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Support model· | “24/7 support Our customer support team is available 24/7 to help you with any issues.”www.askyourdatabase.com · checked Aug 2, 2026 | no public information leni.co · checked Aug 2, 2026 |
Foundation models
| Field | AskYourDatabase | Leni |
|---|---|---|
| Base models· | “Shipping the support for open-source models like Llama 3 and Mistral”www.askyourdatabase.com · checked Aug 2, 2026 | “Use Claude, GPT, Gemini, or your preferred model in one place”leni.co · checked Aug 2, 2026 |
| Model provider· | “Shipping the support for open-source models like Llama 3 and Mistral”www.askyourdatabase.com · checked Aug 2, 2026 | “Use Claude, GPT, Gemini, or your preferred model in one place”leni.co · checked Aug 2, 2026 |
| Model swappable· | “Shipping the support for open-source models like Llama 3 and Mistral, making the solution fully on-premise deployable.”www.askyourdatabase.com · checked Aug 2, 2026 | “Leni routes work across models under the hood, or lets you select your favourite LLM so you get better outputs and lower cost without rebuilding your workflow.”leni.co · checked Aug 2, 2026 |
| Fine-tuning· | “Fine tuning with ease Fine tuning with natural language questions and SQL queries.”www.askyourdatabase.com · checked Aug 2, 2026 | no public information leni.co · checked Aug 2, 2026 |
Ecosystem
| Field | AskYourDatabase | Leni |
|---|---|---|
| Tool use· | “Query, visualize, manage, analyze your data by asking questions with the help of AI Assistant.”www.askyourdatabase.com · checked Aug 2, 2026 | “Leni routes the work to the right tools and returns a clear, finance-ready answer.”leni.co · checked Aug 2, 2026 |
| Multi-agent· | no public information www.askyourdatabase.com · checked Aug 2, 2026 | “Leni uses structure, checks, and multi-agent collaboration to reduce errors and hallucinations”leni.co · checked Aug 2, 2026 |
| API access· | no public information www.askyourdatabase.com · checked Aug 2, 2026 | |
| Open source· | “Shipping the support for open-source models like Llama 3 and Mistral”www.askyourdatabase.com · checked Aug 2, 2026 | no public information leni.co · checked Aug 2, 2026 |
| Marketplace presence· | “A big shout-out to @AskYourDatabase for their excellent chatGPT plugin.”www.askyourdatabase.com · checked Aug 2, 2026 | no public information leni.co · checked Aug 2, 2026 |
Impact
| Field | AskYourDatabase | Leni |
|---|---|---|
| User base· | “Trusted by 100+ companies worldwide”www.askyourdatabase.com · checked Aug 2, 2026 | “Loved by over 10K ambitious professionals and world-class teams.”leni.co · checked Aug 2, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Deployment scale· | “Trusted by 100+ companies worldwide”www.askyourdatabase.com · checked Aug 2, 2026 | “Loved by over 10K ambitious professionals and world-class teams. Try now”leni.co · checked Aug 2, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Target sectors· | no public information www.askyourdatabase.com · checked Aug 2, 2026 | “Leni is an agentic architecture built for busy real estate, private equity, and investment finance teams”leni.co · checked Aug 2, 2026 |
| High-risk domains· | no public information www.askyourdatabase.com · checked Aug 2, 2026 | “Leni is built for serious work where context, accuracy, and validation matter the most. That includes work that every enterprise does and delivers every day.”leni.co · checked Aug 2, 2026 |
Disclosed by neither
Both AskYourDatabase and Leni publish nothing on these 18 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 18 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Documented incidents
- Supported regions
- Open weights
- Context window
- Protocols supported
- Red teaming
- 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