agent · research
Linkup vs Slate
55 fields both were evaluated on, 23 of them different — including where one discloses something the other does not. Every value links to the document it came from. 32 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Linkup | Slate |
|---|---|---|
| Explainability· | no public information linkup.so · checked Aug 1, 2026 | “Results Connected to Verified Source Get research-backed insights cited to scientific literature, patents, and technical data”slate.greyb.com · checked Aug 1, 2026 |
| Runtime governance· | “Tune the index, pick the sources, set the freshness.”linkup.so · checked Aug 1, 2026 | no public information slate.greyb.com · checked Aug 1, 2026 |
| Permission scopes· | “Private Index Build a dedicated, access-controlled index of your proprietary data, so your AI retrieves the right answers without exposing anything beyond your walls.”linkup.so · checked Aug 1, 2026 | no public information slate.greyb.com · checked Aug 1, 2026 |
| Compliance certifications· | SOC 2 Type 2 report, and HIPAA compliance in progress, per the vendor's trust center. “Compliance Documents SOC2 type 2 report HIPAA (In progress)”trust.linkup.so · checked Aug 20, 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 | |
| Regulatory alignment· | no public information linkup.so · checked Aug 1, 2026 | “Slate strictly adheres to the requirements of both SOC 2 and GDPR”slate.greyb.com · checked Aug 1, 2026 |
| SLA terms· | no public information slate.greyb.com · checked Aug 1, 2026 | |
| Evaluation coverage· | “Methodology Verified SimpleQA Evaluated on benchmark datasets designed to measure factual accuracy for search-augmented systems on web-grounded, fact-seeking questions.”linkup.so · checked Aug 1, 2026 | no public information slate.greyb.com · checked Aug 1, 2026 |
Safety
| Field | Linkup | Slate |
|---|---|---|
| Safety evaluations· | “Methodology Verified SimpleQA Evaluated on benchmark datasets designed to measure factual accuracy for search-augmented systems on web-grounded, fact-seeking questions.”linkup.so · checked Aug 1, 2026 | no public information slate.greyb.com · checked Aug 1, 2026 |
| Third-party evaluations· | “Methodology Verified SimpleQA Evaluated on benchmark datasets designed to measure factual accuracy for search-augmented systems on web-grounded, fact-seeking questions.”linkup.so · checked Aug 1, 2026 | no public information slate.greyb.com · checked Aug 1, 2026 |
| Data handling· | “Bring your Own Cloud Run the full indexing layer inside your own infrastructure for maximum control, compliance, and zero data leaving your environment.”linkup.so · checked Aug 1, 2026 | “Slate AI is trained on proprietary GreyB data. It does not use customer data to train AI or algorithms unless explicitly requested.”slate.greyb.com · checked Aug 1, 2026 |
Practicality
| Field | Linkup | Slate |
|---|---|---|
| Pricing model· | no public information slate.greyb.com · checked Aug 1, 2026 | |
| Availability· | no public information linkup.so · checked Aug 1, 2026 | |
| Deployment options· | “Private Index Build a dedicated, access-controlled index of your proprietary data, so your AI retrieves the right answers without exposing anything beyond your walls. Bring your Own Cloud Run the full indexing layer inside your own infrastructure for maximum control, compliance, and zero data leaving your environment.”linkup.so · checked Aug 1, 2026 | “Private Deployment Slate works behind your company’s firewall”slate.greyb.com · checked Aug 1, 2026 |
| Integrations· | “Linkup works with the OpenAI SDK wrapper, LangChain, CrewAI, and dozens of other frameworks.”linkup.so · checked Aug 1, 2026 | “Slate supports integration with internal research data”slate.greyb.com · checked Aug 1, 2026 |
| Support model· | no public information linkup.so · checked Aug 1, 2026 | “Industry-Best Support We’re always here to hear your concerns, email, chat or call.”slate.greyb.com · checked Aug 1, 2026 |
Foundation models
| Field | Linkup | Slate |
|---|---|---|
| Model provider· | no public information linkup.so · checked Aug 1, 2026 | “Slate AI is trained on proprietary GreyB data”slate.greyb.com · checked Aug 1, 2026 |
| Fine-tuning· | no public information linkup.so · checked Aug 1, 2026 | “Slate allows for custom taxonomies and categorization”slate.greyb.com · checked Aug 1, 2026 |
Ecosystem
| Field | Linkup | Slate |
|---|---|---|
| Multi-agent· | “Agentic deal sourcing and investment intelligence platform”linkup.so · checked Aug 1, 2026 | no public information slate.greyb.com · checked Aug 1, 2026 |
| API access· | “The production-grade Web Search API for AI”linkup.so · checked Aug 1, 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 | no public information slate.greyb.com · checked Aug 1, 2026 |
Impact
| Field | Linkup | Slate |
|---|---|---|
| User base· | leading AI labs and global financial institutions “Trusted in production by leading AI labs and global financial institutions.”linkup.so · checked Aug 1, 2026 | no public information slate.greyb.com · checked Aug 1, 2026 |
| Deployment scale· | “Trusted in production by leading AI labs and global financial institutions.”linkup.so · checked Aug 1, 2026 | no public information slate.greyb.com · checked Aug 1, 2026 |
| Target sectors· | “Legal AI, research copilots, sales agents, voice.”linkup.so · checked Aug 1, 2026 | |
| High-risk domains· | “Legal AI, research copilots, sales agents, voice.”linkup.so · checked Aug 1, 2026 |
Disclosed by neither
Both Linkup and Slate publish nothing on these 32 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 32 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Goal complexity
- Action space
- Operating environment
- Initiative
- Documented incidents
- Price point
- Supported regions
- Base models
- Model swappable
- Open weights
- Context window
- Protocols supported
- Tool use
- Open source
- Marketplace presence
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Audit trail
- Tamper-evident log
- Outcome-based pricing
- Settlement mechanism
- Dispute process
Questions
- How do Linkup and Slate compare on user base?
- Linkup: leading AI labs and global financial institutions. Slate: no public information disclosed.