Sources
Numbered references distinguish public sources from information supplied by a company. Follow the cited source and its check date when quoting a claim.
- A Nexus engineer builds the first procedure with the team and shows it running in its own tools. agent.nexus, checked November 8, 2026.
- Version 1 is live in weeks, then the team stays to improve it. agent.nexus, checked November 8, 2026.
- Positioning: "Purpose-built AI trusted by leading investors, bankers, lawyers, consultants, and Fortune 500 companies.". hebbia.com, checked November 8, 2026.
- Max runs analysis over documents with traceability: "Reason over any volume of documents or companies with precise analysis and complete traceability back to every finding.". hebbia.com/product, checked November 8, 2026.
- Team use: "Collaborate with the entire deal team". hebbia.com, checked November 8, 2026.
- Glean began as enterprise search. glean.com/about, checked November 8, 2026.
- Source-system permissions enforced on every read and write. glean.com/platform/security, checked November 8, 2026.
- Layer 2 turns every system, model and permission into a reusable building block. agent.nexus/telco, checked November 8, 2026.
- Same comparison row: full audit trails, decision traceability, role-based access. agent.nexus/compare/enterprise-ai-platforms/nexus-vs-glean, checked November 8, 2026.
- Blog: the agent does not ship unless a CIO can sign off on data flow, access model and audit trail. agent.nexus/blog/nexus-raises-4-3m-seed-shipping-cue, checked November 8, 2026.
- Glean comparison lists Nexus at 4,000+ integrations across CRMs, ERPs, communication tools and custom APIs. agent.nexus/compare/enterprise-ai-platforms/nexus-vs-glean, checked November 8, 2026.
- Every agent deployed has a measurable business KPI from day one. agent.nexus/blog/nexus-raises-4-3m-seed-shipping-cue, checked November 8, 2026.
- Blog: a KPI that is not moving leads to a rescope instead of a shipped agent. agent.nexus/blog/nexus-raises-4-3m-seed-shipping-cue, checked November 8, 2026.
- API and MCP server (dated 10.01.2026): "Hebbia now works wherever your firm does, with a new API and MCP server.". hebbia.com/blog, checked November 8, 2026.
- Customer data isolation: "Your data is stored in siloed environments, fully isolated from every other customer". hebbia.com/security, checked November 8, 2026.
- Dedicated tenant option: "can deploy on a dedicated tenant if needed.". hebbia.com/security, checked November 8, 2026.
- Snowflake: "Query your organization's Snowflake warehouse in plain language.". hebbia.com/integrations, checked November 8, 2026.
- Open platform: index once, use through APIs, web SDK, and MCP. glean.com/platform, checked November 8, 2026.
- Custom data via the Indexing SDK. glean.com/platform/connectors, checked November 8, 2026.
- Custom actions from an OpenAPI spec. glean.com/platform/connectors, checked November 8, 2026.
- Always-on audit trail, events can stream to SIEM. glean.com/platform/security, checked November 8, 2026.
- WRITER is positioned as an AI platform for marketing and revenue teams.. writer.com/company/about, checked November 8, 2026.
- Playbooks are reusable workflows shared across a team.. writer.com, checked November 8, 2026.
- The vendor says an in-house solutions team can build custom agents for customers.. dev.writer.com/home/development_options, checked November 8, 2026.
- Team data is isolated: one team's inputs are not accessible to another team in the same org.. writer.com/trust, checked November 8, 2026.
- The vendor says it provides an embedded team of transformation leads and deployment engineers.. writer.com, checked November 8, 2026.
- Custom connectors are built from OpenAPI specifications or MCP servers.. dev.writer.com/home/mcp-gateway, checked November 8, 2026.
- Audit event logs on users, agents and connectors can be exported to a SIEM.. writer.com, checked November 8, 2026.
- Gemini Enterprise app and Gemini Enterprise Agent Platform must be bought separately.. cloud.google.com/gemini-enterprise/faq, checked November 8, 2026.
- Licenses are then distributed to projects and locations.. docs.cloud.google.com/gemini/enterprise/docs/licenses, checked November 8, 2026.
- Customer data stays isolated within the Google Cloud project.. docs.cloud.google.com/gemini/enterprise/docs/security-overview, checked November 8, 2026.
- Employees can create their own custom agents with a no-code workbench.. cloud.google.com/gemini-enterprise/faq, checked November 8, 2026.
- Prebuilt connectors include Confluence, Jira, Microsoft SharePoint and ServiceNow.. docs.cloud.google.com/gemini/enterprise/docs, checked November 8, 2026.
- Enterprise editions support Access Transparency and Cloud Audit Logs.. docs.cloud.google.com/gemini/enterprise/docs/editions, checked November 8, 2026.
- The agents page says an embedded deployment team gets the customer live, then trains its team. relevanceai.com/agents, checked November 8, 2026.
- Every change re-runs the agent's eval suite before it publishes. relevanceai.com/product, checked November 8, 2026.
- Draft, active and pinned agent versions are listed as a feature. relevanceai.com/product, checked November 8, 2026.
- Role-based access control is listed for enterprise customers. relevanceai.com/enterprise, checked November 8, 2026.
- Per-tool approval rules are listed as a feature. relevanceai.com/product, checked November 8, 2026.
- Integrations page headline: 2,000+ integrations, from Slack to Salesforce. relevanceai.com/integrations, checked November 8, 2026.
- Changelog: audit logs and execution traces can be streamed to a customer-owned destination. relevanceai.com/docs/changelog, checked November 8, 2026.
- Agents can be created by describing them in plain language, then tested before publishing.. learn.microsoft.com/en-us/microsoft-copilot-studio/fundamentals-what-is-copilot-studio, checked November 8, 2026.
- Admins set data policies in the Power Platform admin center.. learn.microsoft.com/en-us/microsoft-copilot-studio/security-and-governance, checked November 8, 2026.
- Release pipelines and approval gates support Dev-Test-Prod promotion.. microsoft.com/en-us/copilot/products/copilot-studio, checked November 8, 2026.
- Role-based access is set by environment group and routing policy.. microsoft.com/en-us/copilot/products/copilot-studio, checked November 8, 2026.
- Microsoft advertises 1,500+ pre-built data connectors, alongside MCP servers.. microsoft.com/en-us/copilot/products/copilot-studio, checked November 8, 2026.
- Knowledge sources can include Power Platform data, Dynamics 365 data, websites and external systems.. learn.microsoft.com/en-us/microsoft-copilot-studio/knowledge-copilot-studio, checked November 8, 2026.
- Admins can cap pay-as-you-go Copilot credit spend.. learn.microsoft.com/en-us/microsoft-copilot-studio/security-and-governance, checked November 8, 2026.