MCsoftware
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MCintelligentplus
AI-Powered Knowledge Management

MCintelligentplus: Ask Your Company's Data Anything. Get Cited Answers in Seconds.

Connect your existing file servers, databases, Confluence, SharePoint, and web portals — then let anyone on your team ask questions in plain language and get verified, source-linked answers. No data migration. No hallucinations.

MCintelligentplus Overview

Your Team Has the Data. They Just Can't Find It.

As documentation grows, the gap between having information and finding answers becomes the biggest bottleneck in your organization.

Scattered Knowledge

Critical answers live in 10 different places — file servers, Confluence, SharePoint, databases, email archives, vendor portals. Teams waste hours hopping between systems.

Search That Doesn't Understand Questions

Traditional search matches words, not meaning. You ask "How do I restart the payment gateway after a failover?" and get every document containing "payment" and "gateway."

Experts Become Bottlenecks

Senior staff spend 30% of their time answering the same questions. Knowledge stays locked in people's heads instead of being accessible to the team.

AI Answers You Can't Verify

Generic AI tools generate plausible-sounding responses with no proof. In regulated industries and critical operations, unverifiable answers are a liability.

The cost:Slower incident resolution. Duplicated work. Knowledge that walks out the door when people leave.

What Makes MCintelligentplus Different

Trust

Citation-First Architecture

Every response includes clickable references to the exact source document, page, and paragraph. If MCintelligentplus can't cite a verified source, it tells you — instead of guessing.

Unlike generic AI assistants, MCintelligentplus is built for environments where accuracy is non-negotiable.
Integration

Connect Everything — Migrate Nothing

File servers (FTP/SMB), SharePoint, Confluence, SQL databases, REST APIs, web portals — MCintelligentplus indexes in-place with scheduled re-indexing. No data migration required.

Set up in hours, not months.
Access

Ask From Anywhere

Web portal, Telegram, WhatsApp — MCintelligentplus delivers answers through the channels your team already uses. Ask a question at 2 AM during an incident and get a cited answer instantly.

No new tool to learn. No new app to install.
Governance

Enterprise Controls Built In

Role-based access, full audit trails, and human-in-the-loop approvals. Write operations (creating tickets, updating records) require explicit human approval — AI assists, humans decide.

Full audit trail for compliance and security teams.
Extensibility

Bring Your Own Tools & APIs

MCintelligentplus supports custom connectors via the Model Context Protocol (MCP). Connect your internal APIs, operational tools, and custom data sources. The system grows with your needs.

Your data stays yours. Your integrations stay portable.
Intelligence

Multi-Agent Specialists

Unlike single-model chatbots, MCintelligentplus routes queries to specialized agents — each optimized for specific data sources and workflows. One interface, multiple experts working behind the scenes.

Deeper, more accurate answers across diverse knowledge domains.

Measurable Impact from Day One

10×

Faster Knowledge Retrieval

What used to take 30 minutes across 5 systems now takes one question and 10 seconds.

0

Hallucination by Design

Every response is grounded in your actual documents. Source citations are mandatory — not optional.

0

Days to Migrate

Connect to existing infrastructure and begin indexing immediately. First answers available within hours.

Built for Teams That Can't Afford Wrong Answers

IT Operations
"What's the restart procedure for the payment gateway after a zone failover?" → Cited answer from runbook in 8 seconds
Incident Response
Upload a CVE advisory → AI creates a structured incident ticket with remediation steps, cited from your KB
Employee Onboarding
New hires ask questions about processes, policies, and systems — get instant answers without interrupting senior staff
Compliance & Audit
"What's our data retention policy for PII in APAC?" → Answer with exact policy document reference and effective date
Customer Support
Support agents query internal KB via Telegram during live calls — get verified solutions without putting customers on hold

Interface & Capabilities Showcase

AI Document Vetting & Citations

Upload and analyze regulatory and policy documents. Query compliance codes and get summaries complete with traceable page-level source citations.

  • Page-level source citation mapping
  • Automated compliance risk extraction
  • Contextual relation view for cross-references
  • Interactive multi-lingual chat assistant
AI Document Vetting & Citations

Cross-Department Semantic Search

Query complex topics across multiple database sources simultaneously. Advanced keyword search highlights relevant text segments and links directly to source documents.

  • High-dimensional semantic query parsing
  • Instant visual keyword highlighting
  • Comprehensive location path metadata
  • Direct document URL download integration
Cross-Department Semantic Search

Automated Data Ingestion

Centralize and manage reference sources with automated web scraping and batch uploading tools, creating a single source of truth for your compliance libraries.

  • Batch import from external web links
  • Automatic category path assignment
  • Real-time source synchronization checks
  • Multi-format file indexing support
Automated Data Ingestion

Granular User Group Access

Enforce strict security and access compliance by mapping document sources and search scopes to specific organizational user groups and roles.

  • Vibrant user group matrix controls
  • Custom administrator rating permissions
  • Accumulated access rating levels
  • Seamless integration with corporate IAM
Granular User Group Access

Your Data Never Leaves Your Network. Period.

In an era of cloud AI services that send your data to third-party servers, MCintelligentplus takes a fundamentally different approach: everything runs inside your infrastructure.

🔒 Fully On-Premises Deployment

MCintelligentplus runs entirely within your data center or private cloud. The AI models, vector databases, document indexes, and all processing happen on YOUR servers. Zero data transmitted to the internet.

🚫 No External API Calls

Unlike cloud-based AI tools that send your queries and documents to external LLM providers, MCintelligentplus uses locally-hosted models. Your proprietary data, trade secrets, and sensitive documents never touch the public internet.

🛡️ Air-Gap Compatible

For the most sensitive environments, MCintelligentplus can operate in fully air-gapped networks with no internet connectivity whatsoever. Ideal for government, defense, financial institutions, and critical infrastructure.

✅ Complete Data Sovereignty

You maintain full ownership and control of all data at all times. No vendor access to your content. No telemetry. No usage data shared externally. Compliant with data residency requirements across all jurisdictions.

Bottom line:With MCintelligentplus, you get the power of AI-assisted knowledge discovery with zero data leak risk. Your documents stay where they are. Your queries stay private. Nothing leaves your perimeter.

Deploy Your Way

On-Premises

Full deployment within your infrastructure. Data never leaves your network.

Private Cloud

Dedicated instance on your preferred cloud provider (AWS, Azure, GCP).

Hybrid

Core indexing on-prem with cloud-based AI inference — balance security with capability.

All deployments include: end-to-end encryption, role-based access, SSO integration (ADFS/SAML/OIDC), and full audit logging.

Ready to Make Your Organization's Knowledge Actually Usable?

See MCintelligentplus in action with your own data. Book a 30-minute demo and we'll show you answers from your actual documents — live.