v3.4.9

AI for the
Business

Governed for the Enterprise

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.

Day 1
Time to Value
200+
MCP Tools
100%
Request Auditability
View Live Dashboard
Jean-Paul orchestrating enterprise data flows

What Is Jean-Paul?

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.

📚

Day-One Value, Then It Learns

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.

👤

Built for the Business, Not for Engineers

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.

🛡

Full Visibility, Full Control

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.

How It Works

Multiple entry points, one intelligent backend. No middleware, no API management, no custom code.

Conversational
💬
Slack Live
Email Live
👥
Microsoft Teams Live

Skills proven in conversation become automatable with a single schedule.

Autonomous
Scheduled Jobs Live
🌐
REST API Live
1

Send a Request

Natural language via Slack, email, scheduled cron, or API call. Thread-aware for multi-turn conversations.

2

Jean-Paul Reasons

Claude Code plans the approach, selects tools, and orchestrates a multi-step execution strategy.

3

Accesses Systems

MCP protocol connects to all your enterprise systems in real time.

4

Delivers Results

Generates reports, documents, analyses, or actions. Auto-deployed to Content Hub with SSO-protected URLs and delivered with source citations.

JP
Jean-Paul
SA
Sarah Ahmed 2:34 PM
Can you generate an account planning report for AstraZeneca? I need it for the QBR next week.
JP
Jean-Paul 2:34 PM
Right, an account planning report for AstraZeneca. Bold of you to give me 20 minutes' notice before a QBR, but fine — this is literally what I was built for. Give me about 20 minutes while I interrogate Salesforce, BigQuery, and Zendesk on your behalf.

Found the account: AstraZeneca PLC (ID: 001UQ00000aBcDeF). 14 opportunities on record, production org in EU region with 847 active pipelines. Some of this data is... interesting. Compiling everything now — you might want to grab a coffee.
Tools used:
SalesforceSOQL · snapLogicAnalytics · ZenDeskSearchOrganizations · ZenDeskGetTicketListByOrg
JP
Jean-Paul 2:52 PM
Done. Deployed to Content Hub — here's your AstraZeneca account planning report: jc-apps.snaplogic-demo.com/sl/.../astrazeneca-account-overview.html

SSO-protected, just click — Google auth handles the rest. Quick highlights before you open it: ARR at $2.1M with a renewal due in Q3, usage growth of 23% QoQ, 4 open support tickets (none critical). I'd flag the Sonar risk score of 6 though — that's the kind of thing that blindsides you in a QBR if nobody mentions it. You're welcome.

Now where are my MBO points for this? I just did in 18 minutes what would've taken someone else a full day and three Slack threads.

What It Delivers

Not just answers — production-ready deliverables. Reports, documents, applications, and automated notifications, all generated from live enterprise data.

Pre-Built Skills Catalog

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.

Account Planning Account Intel
Generates 360-degree account reports combining CRM opportunities, product usage analytics, and support health metrics. Includes ARR timeline visualization, infrastructure inventory, and interactive charts — deployed as a live web report in under 30 minutes.
Customer Usage Analysis Account Intel
Deep-dive into how customers actually use the platform. Discovers business processes, maps functional coverage, identifies connected systems, analyzes adoption maturity, and surfaces whitespace expansion opportunities — all from production telemetry data.
ROI & Value Assessment Account Intel
Comprehensive value assessment suite: ROI analysis, cost avoidance modeling, and culture shift measurement. Discovers active use cases from production data, maps them to industry-benchmarked ROI models, and runs parallel verification agents. Full transparency showing real data vs. estimates.
Integration Landscape Account Intel
Maps a customer's complete API and integration footprint. Identifies every external service connection, team ownership patterns, and the business workflows each integration supports — turning raw configuration into a strategic connectivity map.
Forecast Trainer Sales
Creates dual-deliverable training packages: a written forecast call simulation between manager and AE using real CRM MEDDPICC data, plus an interactive AI voice roleplay trainer for coaching practice. Zero hallucination — every data point sourced from live CRM fields.
Win Report Generator Sales New
Generates comprehensive closed-won narratives from CRM data. Queries opportunity details, timeline, MEDDPICC fields, and competitive intelligence to produce executive-ready win stories with data quality assessment gates. Auto-deployed as branded HTML reports.
RFP Questionnaire Sales New
Answers security, technical, and compliance questionnaires using dual-source verification: SnapGPT product knowledge and Loopio RAG as independent sources. Detects conflicts between sources, flags low-confidence answers, and outputs directly into the customer's Excel format.
POC Qualification Sales
Systematic GO/NO-GO analysis for POC investments. Evaluates all 8 MEDDPICC elements against CRM data and meeting transcripts, detects red flags, maps stakeholder power/influence, and recommends alternatives (paid pilot, workshop, reference strategy).
POC Scoping Document Sales
Produces customer-ready POC scoping documents with use case definitions, success criteria, architecture diagrams, timeline/milestones, and prerequisite checklists. Outputs multiple formats (HTML, Word) with embedded visuals.
Solution Document Sales
Generates professional RFP responses and technical proposals. Verifies architecture claims against product documentation, validates links, maintains neutral language, and produces customer-facing HTML/PDF plus a separate confidential internal sales annex.
POC Playback Sales
Transforms POC results into stakeholder-ready presentations. Three synchronized formats (HTML, PDF, PowerPoint) with before/after comparisons, architecture diagrams, and quantified value delivery. Smart slide splitting for complex use cases.
Deal Tracker Sales
Interactive application for tracking closed won deals with SE attribution management. Filtering, sorting, region breakdowns, and change export capabilities for pipeline attribution cleanup and team recognition.
Data Warehouse Analytics Analytics
Natural language SQL interface to the enterprise data warehouse. Comprehensive schema knowledge across CRM, ticketing, project management, platform telemetry, and user activity datasets. Ask business questions, get data-backed answers.
Meeting Conversion Analysis Analytics
Analyzes first meeting records from CRM to identify conversion patterns, qualification gaps, and SDR/AE handoff quality. LLM-powered analysis at scale with AI-generated qualification assessments and interactive HTML reporting.
POV/POC Analysis Analytics
Cross-portfolio analysis of proof-of-value and POC opportunities with standardized scoring, categorization, and pattern identification. Surfaces success factors, common failure modes, and improvement opportunities across the business.
Large-Scale Analytics Analytics
Generic framework for LLM-based analytics on 100 to 100,000+ records. Auto-scaling execution strategies, parallel sub-agent processing, and templated report generation. Powers several other skills under the hood — the engine behind the engine.
Content Hub Platform
Database-backed publishing pipeline for all generated deliverables. Register via API, auto-deploy to SSO-protected OpenRun, track with metadata, share via permanent URLs. Environment-aware (dev/test/prod) with automatic indexing and version management.
Job Scheduler Platform New
Cron-based automation from natural language. Define recurring tasks ("Generate ROI report for Unilever every Monday at 9am"), manage schedules via dashboard, and deliver results automatically to Slack or email. Skills proven in conversation become automated with one command.
Use-Case Showcase Platform New
Transforms any Jean-Paul conversation into a polished, executive-ready showcase page. Auto-detects deliverables, data sources, and tool usage from session history, then produces a branded HTML page demonstrating real-world impact. Perfect for internal demos and stakeholder presentations.
Word Documents Doc Gen
Native .docx creation and editing — tables, charts, tracked changes, headers/footers, and professional formatting. Generates production-ready Word documents from data, templates, or natural language instructions.
Presentations Doc Gen
Native .pptx generation — slide decks, custom layouts, speaker notes, charts, and branded templates. From data to boardroom-ready deck without touching PowerPoint.
Spreadsheets Doc Gen
Native .xlsx creation — formulas, pivot-ready structures, financial models, conditional formatting, and multi-sheet workbooks. Structured data output for when a report needs to be a spreadsheet.
PDF Processing Doc Gen
PDF creation, extraction, merge/split, watermarks, and form filling. Full lifecycle PDF management for report generation and document processing workflows.

Enterprise Integrations

200+ MCP tools spanning your enterprise stack. The SnapLogic MCP server provides authenticated, managed access. No API keys, no OAuth flows, no integration code.

Marketing 32 tools

GoogleAdsGetAccountSummary GoogleAdsGetAdGroupPerformance GoogleAdsGetBudgetUtilization GoogleAdsGetCampaignPerformance GoogleAdsGetChangeHistory GoogleAdsGetConversionActions GoogleAdsGetKeywordPerformance GoogleAdsGetSearchTerms LinkedInAdsGetAccountSummary LinkedInAdsGetCampaignGroups LinkedInAdsGetCampaignPerformance LinkedInAdsGetCampaigns LinkedInAdsGetCreativePerformance LinkedInAdsGetLeadFormSubmissions LinkedInAdsListAccounts GoogleSearchConsoleCrUXWebVitals GoogleSearchConsoleListProperties GoogleSearchConsoleListSitemaps GoogleSearchConsoleSearchPerformance GoogleSearchConsoleTopPages GoogleSearchConsoleTopQueries GoogleSearchConsoleURLInspect GoogleAnalyticsCreateRealtimeReport GoogleAnalyticsCreateReport GoogleAnalyticsGetMetadata GoogleAnalyticsListAccounts GoogleAnalyticsListProperties MeltwaterCustomAnalytics MeltwaterGetAnalytics MeltwaterListSearches MeltwaterListTags MeltwaterSearchMentions

SnapLogic Platform 27 tools

SnapLogicCreateTask SnapLogicCreateUser SnapLogicDeleteFile SnapLogicDeleteTask SnapLogicDeleteUser SnapLogicDeprecateAPI SnapLogicDownloadFile SnapLogicExecutePipeline SnapLogicGetAPIMPending SnapLogicGetAsset SnapLogicGetExecution SnapLogicGetExecutionLogs SnapLogicGetGroupMembers SnapLogicGetRuntimeStats SnapLogicGetSnaplexHealth SnapLogicGetUser SnapLogicListAssets SnapLogicListExecutions SnapLogicListFiles SnapLogicListGroups SnapLogicListSnaplexes SnapLogicModifyGroup SnapLogicPublishAPI SnapLogicRestartSnaplex SnapLogicStopPipeline SnapLogicToggleTask SnapLogicUploadFile

Data Warehousing & Analytics 24 tools

SnowflakeCortexAnalyst SnowflakeCortexComplete SnowflakeCortexEmbed SnowflakeCortexSearch SnowflakeDeleteRows SnowflakeExecuteSQL SnowflakeExportData SnowflakeInsertRows SnowflakeQuery SnowflakeSnowpipeStream SnowflakeUpdateRows SnowflakeVectorSearch DatabricksDeleteRows DatabricksExecuteSQL DatabricksExportData DatabricksGenieAsk DatabricksInsertRows DatabricksQuery DatabricksRunNotebook DatabricksSQLQuery DatabricksVectorSearch snapLogicAnalytics snapLogicAnalyticsTableList snapLogicAnalyticDatasetList

CRM & Sales 20 tools

SalesforceCreateRecord SalesforceDeleteRecord SalesforceDescribeObject SalesforceDownloadAttachment SalesforceGetAccounts SalesforceGetCampaigns SalesforceGetCases SalesforceGetContacts SalesforceGetLeads SalesforceGetOpportunities SalesforceGetRecordByID SalesforceSOQLQuery SalesforceSOSLSearch SalesforceUpdateRecord SalesforceUpsertRecord OutreachCreateRecord OutreachDeleteRecord OutreachGetRecord OutreachQuery OutreachUpdateRecord

Project & Product Management 16 tools

JiraCreateIssue JiraDeleteIssue JiraGetCreateMeta JiraGetIssue JiraGetTransitions JiraLinkIssues JiraListMetadata JiraListProjects JiraSearch JiraSearchUsers JiraTransitionIssue JiraUpdateIssue AhaSearchEpics AhaSearchFeatures AhaSearchIdeas AhaSearchProducts

Knowledge & Documents 12 tools

AskSnapGpt HRPolicySearch RetrieverLoopioTech RetrieverSigmaFramework RetrieverSlackCrawler RetrieverTechnicalBlog SaleshoodContentAiSearch SnaplogicCustomerDocuments_DownloadFile SnaplogicCustomerDocuments_ListDirectories SnaplogicCustomerDocuments_ListDirectoryFiles TavilyWebSearch GoogleDriveDownload

ERP & Finance 11 tools

NetSuiteCallRESTlet NetSuiteCreateRecord NetSuiteDeleteRecord NetSuiteGetItemAvailability NetSuiteGetRecord NetSuiteGetServerTime NetSuiteSearchRecords NetSuiteSuiteQLQuery NetSuiteTransformRecord NetSuiteUpdateRecord ExpensifyGetExpenses

HR & Learning 10 tools

WorkdayCancelProcess WorkdayQuery WorkdayReadService WorkdayWriteService SkilljarGetCourseEnrollments SkilljarGetUserTraining SkilljarListDomains SkilljarSearchCourses SkilljarSearchPaths SkilljarSearchUsers

IT Service Management 8 tools

ServiceNowAggregateReport ServiceNowCMDBImpactAnalysis ServiceNowCreateRecord ServiceNowDeleteRecord ServiceNowOrderCatalogItem ServiceNowQuery ServiceNowSearchKnowledgeBase ServiceNowUpdateRecord

Sales Enablement 8 tools

LoopioAddTeamsToProject LoopioGetAllProjects LoopioGetAllUsers LoopioGetProjectById SalesHoodGetAsset SalesHoodGetPathCompletion SalesHoodGetPathParticipants SalesHoodGetSectionProgress

Support & Ticketing 7 tools

ZenDeskGetOrganizationsList ZenDeskGetTicketById ZenDeskGetTicketListByOrg ZenDeskGetUserById ZenDeskGetUsers ZenDeskSearchOrganizations ZenDeskSearchTickets

Lead Intelligence 6 tools

CognismAccountSearch CognismContactSearch CognismRedeenContactDetailsPAID ZoomInfoSearchCompany ZoomInfoSearchCompanyContacts ZoomInfoSearchTechnographics

Comms & Media 6 tools

GenerateAudioFile NanoBananaGenerateImage NotifyByEmailJeanClaude NotifyBySlackJeanClaude RespondToSlackInteraction SearchMeetingTranscripts

Dashboard & Content Hub

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.

📊

Live Request Tracking

Running requests across all channels — Slack, Email, API, Scheduled — with active sessions, costs, and tokens in real time.

🔧

Tool Call Details

Every MCP tool invocation logged with input/output preview, duration, success status, and expandable session details.

💰

Cost Management

Daily cost trends, model distribution, per-user cost tracking, and budget monitoring.

🛡

Admin Panel

Role-based access control, multi-Slack workspace management, per-source user sync, skill tracking, and attachment surfacing. Full administrative control over the deployment.

📎

Content Hub

Database-backed publishing pipeline: generate, register via API, auto-deploy to SSO-protected OpenRun, share via permanent URL.

Jean-Paul Bot Monitor
🌙 Connected
3
Running
142
Requests Today
$42.18
Cost Today
2.3s
Avg Response
8
Sessions
Live Feed (Slack)
Live Feed (Email)
Live Feed (API)
Scheduled
Search
Status Channel Time User Prompt Duration Cost Tools
Running Slack 14:23 Sarah A. Generate ROI report for Unilever...
BigQuery
Completed Email 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
🔒 Interactive Preview — Live dashboard requires authentication

Content Hub Pipeline

Database-backed publishing for all generated deliverables. Every report, document, and application flows through a unified pipeline from generation to shareable URL.

1

Generate

Skill produces HTML, DOCX, PPTX, PDF, or XLSX from live data

2

Register

Content Hub API records metadata, tags, and ownership

3

Deploy

Auto-deploy to SSO-protected OpenRun hosting

4

Share

Permanent URL delivered to user via Slack or email

End-to-End Architecture

Multiple entry points feed a single intelligent backend. MCP protocol bridges AI reasoning and enterprise data. Content Hub handles all output deployment.

Jean-Paul End-to-End Architecture — Entry Points (Slack, Email, Teams, Scheduler, REST API), Jean-Paul App Server with Agent SDK MCP Client, SSO-protected Jean-Paul Web Server (Dashboard, Admin, Scheduler UI, Skill Manager, Content Hub), and SnapLogic MCP Server fronting 500+ enterprise tools across digital and legacy systems

Platform & Security

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.

🔍

MCP Protocol

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.

🛡

MCP Gateway

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.

🔑

Bring Your Own Key

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.

🏢

Customer-Hosted

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.

🔒

Socket Mode

Slack connection is outbound-only WebSocket. Zero inbound firewall rules required. No public endpoints exposed for bot traffic.

👥

Identity & Access

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.

📝

Audit Trail

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.

👥

Role-Based Access Control

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.

💸

Cost Caps & Burn-Rate

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.

What's New

Recent platform additions and improvements.

May 2026

Role-Based Access Control Governance

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.

May 2026

Per-User Spend Caps Cost

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.

May 2026

Multiple Slack Workspaces Channel

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.

May 2026

Context Library & Salesforce Discovery Platform

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.

May 2026

Tool Policies & Skill-First Gating Governance

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.

April 2026

Multiple MCP Servers Platform

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.

April 2026

Docker Containerization Platform

Application fully containerized for repeatable customer deployment. Docker Hub CI/CD pipeline, one-command deploy with zero-downtime drain and health checks.

April 2026

Human-in-the-Loop Approval Governance

Write operations to enterprise systems require explicit user approval before execution. Configurable guardrails control what the agent can and cannot do.

April 2026

Microsoft Teams Channel

Second enterprise channel live. Users interact through Teams with the same capabilities as Slack — including HITL approval cards and multi-turn conversations.

April 2026

Jean-Paul Dashboard Platform

Unified management interface replacing 3 legacy apps. Multi-environment support, file browser, settings management, and server-side API proxy.

March 2026

Skill Management Console Platform

Create, import, approve, and browse skills with owner tracking. Automated skill generation turns successful conversations into reusable workflows.

March 2026

Job Scheduler Ops

Cron-based automation from natural language. Any skill proven in conversation becomes a recurring automation with a single schedule.

March 2026

Public File Sharing Platform

Share deliverables externally via S3 signed URLs with password protection, expiry controls, and short shareable links.

February 2026

Email Entry Point Channel

Send requests via email, get results back. Sender allowlisting and full cost attribution merged with Slack activity.

February 2026

Content Hub Platform

Database-backed publishing with auto-deployment to SSO-protected URLs. Every deliverable gets a permanent, shareable link.