Jean-Paul brings the power to build AI workflows directly to the people doing the work. A successful conversation becomes a reusable skill. A proven skill becomes a scheduled automation. Approved skills compose into department-scoped digital workers — all governed end-to-end.
Jean-Paul is your enterprise's reasoning layer — one intelligent agent between your people and your business systems, with the power to author governed AI workflows directly in the hands of the business. It arrives with domain expertise built in, and grows from there: business teams create new skills and schedule recurring intelligence without filing a ticket. Jean-Paul grows at the speed of the people using it, not the team maintaining it.
25 production-grade skills ship out of the box — from data analytics and document generation to process automation and cross-system reporting. Your teams create new ones through natural conversation. A successful conversation becomes a reusable skill; a proven skill becomes a scheduled automation. The expertise compounds.
Users interact through Slack, Teams, or Email — no new tool, no training. They describe what they need in plain language. JP reasons across all your enterprise systems, then delivers reports, documents, and actions. The complexity is invisible.
Per-group roles decide who can use what. Tool policies and approval gates govern sensitive actions. Spend caps prevent runaway cost. Every request, tool call, token, and dollar is logged in a live dashboard. Leadership sees exactly what AI is doing across the business — no black box.
Multiple entry points, one intelligent backend. No middleware, no API management, no custom code.
Skills proven in conversation become automatable with a single schedule.
Natural language via Slack, email, scheduled cron, or API call. Thread-aware for multi-turn conversations.
Claude Code plans the approach, selects tools, and orchestrates a multi-step execution strategy.
MCP protocol connects to all your enterprise systems in real time.
Generates reports, documents, analyses, or actions. Auto-deployed to Content Hub with SSO-protected URLs and delivered with source citations.
Not just answers — production-ready deliverables. Reports, documents, applications, and automated notifications, all generated from live enterprise data.
All deliverables auto-deploy to SSO-protected URLs via the Content Hub. Share a link, not an attachment.
Each skill encodes domain expertise, proven data pipelines, and production-tested workflows. Not prompts — complete multi-step orchestrations with MCP tool chains, sub-agent architectures, and templated outputs.
200+ MCP tools spanning your enterprise stack. The SnapLogic MCP server provides authenticated, managed access. No API keys, no OAuth flows, no integration code.
Every request, tool call, and token is tracked. Full visibility into what Jean-Paul does, how much it costs, and who's using it. All deliverables managed through a unified content pipeline.
Running requests across all channels — Slack, Email, API, Scheduled — with active sessions, costs, and tokens in real time.
Every MCP tool invocation logged with input/output preview, duration, success status, and expandable session details.
Daily cost trends, model distribution, per-user cost tracking, and budget monitoring.
Role-based access control, multi-Slack workspace management, per-source user sync, skill tracking, and attachment surfacing. Full administrative control over the deployment.
Database-backed publishing pipeline: generate, register via API, auto-deploy to SSO-protected OpenRun, share via permanent URL.
| Status | Channel | Time | User | Prompt | Duration | Cost | Tools |
|---|---|---|---|---|---|---|---|
| Running | Slack | 14:23 | Sarah A. | Generate ROI report for Unilever... | — | — | BigQuery |
| Completed | 14:18 | David L. | Account planning for Roche Group | 18m42s | $2.34 | SFBQZD |
|
| Completed | Slack | 13:56 | Emily R. | Forecast trainer for GHD Group | 12m18s | $1.87 | SF11Labs |
| Completed | Sched | 09:00 | Cron | Weekly win report digest | 8m32s | $1.12 | SFSlack |
| Failed | API | 08:45 | api-key-3 | Usage analysis for invalid org | 45s | $0.12 | BigQuery |
Database-backed publishing for all generated deliverables. Every report, document, and application flows through a unified pipeline from generation to shareable URL.
Skill produces HTML, DOCX, PPTX, PDF, or XLSX from live data
Content Hub API records metadata, tags, and ownership
Auto-deploy to SSO-protected OpenRun hosting
Permanent URL delivered to user via Slack or email
Multiple entry points feed a single intelligent backend. MCP protocol bridges AI reasoning and enterprise data. Content Hub handles all output deployment.
Built on MCP — the open standard for AI-to-enterprise connectivity. 200+ tools spanning your enterprise stack. Designed for enterprise security with outbound-only connections, managed authentication, automated updates, and complete audit trails.
AI agents discover available tools via MCP's open listing protocol. The SnapLogic MCP server handles all authentication to backend systems. Credentials never exposed to the AI model. New connectors become available automatically — no redeployment needed.
SnapLogic powers the MCP server, providing enterprise-grade secure access to data. The MCP Gateway enables granular access control — define which tools, data sources, and actions are available per user, role, or deployment.
Use your own AI provider account. Amazon Bedrock, Azure AI Foundry, and Google Vertex AI are all supported alongside direct Anthropic API access. Your data, your provider agreement, your compliance posture.
The application and web server deploy within your network — on-prem, your cloud VPC, or a dedicated instance. No data leaves your perimeter. Full ownership of logs, request history, and generated content.
Slack connection is outbound-only WebSocket. Zero inbound firewall rules required. No public endpoints exposed for bot traffic.
Every request arrives pre-authenticated — Slack identity, email sender, or API key. User name, email, and source resolved automatically and logged for full attribution and access control.
Every request, tool call, and token is logged. PostToolUse hooks capture all tool invocations. Stop hooks send source citations. Admin panel provides full request replay and user management.
Per-group scoped roles (skill admin, department admin) with personal/group/global skill visibility. Sensitive admin functions gated behind explicit global-admin permissions. Skills graduate cleanly through a managed promotion lifecycle.
Per-user, per-group, or global spend caps — soft warnings or hard limits, across daily, monthly, or per-request windows. Hourly burn-rate analytics, full audit trail of every block.
Recent platform additions and improvements.
Per-group scoped roles — skill admin, department admin — with personal/group/global skill visibility and a clean promotion lifecycle. Sensitive admin functions gated behind explicit global-admin permissions.
Soft and hard spend caps per user, group, or globally — daily, monthly, or per-request. Hourly burn-rate analytics with full audit trail of every block and warning.
One Jean-Paul deployment, many Slack workspaces. The right bot identity replies in the right workspace automatically. Unified user identity follows the person across Slack, Teams, and email.
Curated business-context store (Salesforce, BigQuery, structured knowledge) the agent consults before acting. Autonomous Salesforce discovery introspects orgs on demand, sampling field fill-rate so the agent prefers what's actually used.
Redesigned Tool Policy console with scope picker and a Tool Lookup that shows exactly which rules apply. New skill-first gating requires the agent to run a prescribed skill before sensitive actions.
Connect Jean-Paul to several MCP servers side-by-side — typically one per SnapLogic org. Per-server access controls and a built-in tool-lookup.
Application fully containerized for repeatable customer deployment. Docker Hub CI/CD pipeline, one-command deploy with zero-downtime drain and health checks.
Write operations to enterprise systems require explicit user approval before execution. Configurable guardrails control what the agent can and cannot do.
Second enterprise channel live. Users interact through Teams with the same capabilities as Slack — including HITL approval cards and multi-turn conversations.
Unified management interface replacing 3 legacy apps. Multi-environment support, file browser, settings management, and server-side API proxy.
Create, import, approve, and browse skills with owner tracking. Automated skill generation turns successful conversations into reusable workflows.
Cron-based automation from natural language. Any skill proven in conversation becomes a recurring automation with a single schedule.
Share deliverables externally via S3 signed URLs with password protection, expiry controls, and short shareable links.
Send requests via email, get results back. Sender allowlisting and full cost attribution merged with Slack activity.
Database-backed publishing with auto-deployment to SSO-protected URLs. Every deliverable gets a permanent, shareable link.