Best AI Enablement Platforms in 2026: 7 Options Compared

"AI enablement" covers several different products, because vendors come at it from different starting points: an assistant, a search index, a model gateway, or a tool connection layer. The right pick depends on which of those your company is missing.

What should you compare?

• Which assistants it works with. A platform tied to one assistant makes you standardize on it. One built on MCP works in Claude, ChatGPT, Cursor, and Copilot.
• Whose permissions the agent uses. Per-user sign-in means an agent sees only what its user can see. A shared service account gives everyone the permissions of whoever set it up.
• Who can use it without engineering. If only developers can configure access, AI stays in engineering.
• What gets logged. Look for the tool, the arguments, the result, and the person the call ran for.
• Where it runs. Hosted, in your own cloud, or on your own servers.

The platforms

Metorial: best for connecting any assistant to company apps

Best forCompanies using more than one AI assistant that need per-user access, team portals, and a full record of tool calls.

Metorial connects AI agents to 1,000+ integrations plus custom and remote MCP servers. Admins publish approved tools and shared skills to branded portals, control access by group, and each person connects their own accounts. One Magic MCP URL works in Claude, ChatGPT, Cursor, and Copilot. Tracing records every call with the acting person, and Protoguard checks calls for prompt injection. It is SOC 2 Type II and GDPR compliant, open core, and available on-prem.

Where it falls short. It is not an assistant, a search index, or a model router, so you still bring your own AI client. SSO, SAML, and on-prem deployment are on the Enterprise plan.

Microsoft Copilot Studio with Agent 365: best for Microsoft 365 companies

Best forCompanies that run on Microsoft 365 and want to build and govern agents inside it.

Copilot Studio builds agents that publish into Teams, SharePoint, and Microsoft 365 Copilot, with more than 1,400 external connectors and MCP servers. Agent 365 is Microsoft's control plane for agents, with a registry, least-privilege access to tools and MCP servers, and audit through Entra, Defender, and Purview. Agent 365 lists at $15 per user per month on an annual plan.

Where it falls short. Microsoft says agents built outside its environments need extra steps to appear in Agent 365, so a company whose teams use Claude or Cursor gets less from it.

Glean: best for enterprise search and knowledge agents

Best forCompanies whose first problem is that nobody can find anything.

Glean indexes company knowledge across more than 275 apps and data sources, with permission-aware results, and adds agents on top. It lists SOC 2 Type II, ISO 27001, and HIPAA among its certifications.

Where it falls short. It is search-first. If your need is giving Claude or Cursor governed access to act in your apps, it is a different product.

Gemini Enterprise: best for Google Workspace companies

Best forCompanies on Google Workspace that want one assistant with prebuilt and no-code agents.

Gemini Enterprise gives employees Gemini with connectors to Google Drive, Microsoft 365, HubSpot, Jira, and more, prebuilt agents such as Deep Research, and a no-code Workflow Builder. The Business edition starts at $21 per seat per month for up to 300 seats.

Where it falls short. It is built around Gemini. Teams that prefer Claude or ChatGPT need another layer to share the same access.

Obot: best open-source control plane

Best forTeams that must self-host and want to audit the full codebase.

Obot is an open-source MCP gateway and control plane with SSO, role-based access, audit logs, and a Skills catalog. Its Sentry tool scans devices for unmanaged MCP servers. The community edition is free for up to 100 users.

Where it falls short. Self-hosting means your team runs and upgrades it. Check the integration catalog against the systems you need before committing.

MintMCP: best for a fast hosted MCP rollout

Best forRolling Claude and Cursor out to engineering with hosted MCP servers.

MintMCP hosts more than 100 MCP integrations with role-based access, OAuth and SSO, audit trails, and an Agent Monitor for coding agents. It lists SOC 2 Type II.

Where it falls short. Its focus is coding agents and engineering teams. Check portal and shared-workflow support if the rollout needs to reach sales or operations.

TrueFoundry: best for model routing and spend

Best forPlatform teams whose main problem is managing many models and their cost.

TrueFoundry's AI Gateway routes requests across more than 1,600 models with quotas, fallbacks, guardrails, and cost tracking, and adds MCP support with OAuth and role-based access. It runs in your cloud, on-prem, or air-gapped.

Where it falls short. It sits between applications and models. It is not built to give sales or support staff a place to connect their own apps.

Who should pick what?

• Metorial if people use several assistants and the blocker is access to company apps.
• Copilot Studio with Agent 365 if everything already runs on Microsoft 365.
• Glean if finding knowledge is the first problem.
• Gemini Enterprise if the company runs on Google Workspace.
• Obot if open-source self-hosting is a hard requirement.
• MintMCP if the rollout is mainly coding agents.
• TrueFoundry if the problem is models and spend rather than tool access.