Nextech Enterprise USA

Your Data Stack Has 7 Tools.
You Only Need One.

Connect any source. 10 AI agents clean, score, and govern your data. Digital Twin simulates impact. Reverse ETL pushes intelligence back — delivering trusted insights across all your systems with zero configuration.

10
AI Agents
30
Modules
5
MCP Tools
6
Stewardship Agents
0
Config Needed
Connect Any Source:❄️ Snowflake🧱 Databricks🪟 Microsoft Fabric☁️ SAP📄 CSV / Excel🍃 MongoDB🔴 Oracle☁️ Salesforce🔵 IBM Db2🐘 PostgreSQL📦 Coupa💼 NetSuite📄 PDF / Docs🔌 APIs
The Problem

Enterprise Data Is Broken

Five critical problems that cost enterprises millions every year

🗄️
Data Silos
Snowflake, SAP, CSVs scattered everywhere. No unified view of your business.
🔧
Multiple Tools
7 separate tools for ETL, warehouse, quality, MDM, governance, BI, reverse ETL — 4 contracts, 4 teams.
⏳
Weeks to Value
Schema config, ETL pipelines, custom dashboards — 6-8 weeks before first insight.
🤖
No AI Intelligence
Rule-based matching, manual risk scoring, no self-healing. Humans do everything.
📦
Dumb Pipelines
Traditional pipelines move data without understanding it. They transport, they do not improve.

VikiData: Connect any source → AI intelligence in 6 seconds → Push intelligence back → AI intelligence in 6 seconds → Self-healing operations

Core Capabilities

12 Ways VikiData Transforms Your Data

Every capability is powered by specialized AI agents — not rule-based logic

🔗
Federated Query
Ask anything in plain English across Snowflake, SAP, CSV — no SQL needed
🔑
FERN Entity Resolution
Viki AI fuzzy matching — 'Acme Corp' = 'ACME Corporation' in 6 seconds
🔬
TFM Risk Scoring
Viki AI + rules for vendors, invoices, HR, contracts. Risk 0-100.
🔭
Data Observability
Health monitoring, schema drift, self-healing remediation with one click
📄
Document Intelligence
Ingest PDFs, search documents, get cited answers alongside structured data
🔧
Pipeline Engine
Intelligent pipelines with AI in every step — not just dumb ETL
🌐
Intelligent Graph
AI discovers entity relationships — departments, vendors, contracts, invoices
🔗
Orchestrator v2
Chain multiple agents — data flows from Agent 1 output to Agent 2 input
🏛️
Data Governance
Stewardship workflows, reference data, compliance controls, audit trail and AI guardrails
🔌
MCP Server
5 developer tools for Claude Code, Cursor, VS Code — SSE on port 8002
🏆
Master Data Management
Golden records, Customer 360, Supplier 360 and Entity 360 — across every source with zero migration
🔁
Data Lifecycle Management
AI classifies every dataset as Hot, Warm, Cold or Archive — with storage cost savings recommendations
Multi-Agentic AI

10 Specialized AI Agents

Each agent handles a specific task. The Orchestrator v2 chains them together automatically.

1
Intent Classifier
Viki AI
Routes questions to the right engine
2
SQL Generator
Viki AI
Natural language to SQL + auto-JOIN
3
FERN Resolver
Viki AI
Fuzzy entity matching & golden records
4
Graph Intelligence
Viki AI
AI relationship discovery
5
Dashboard Intel
Viki AI
Executive summaries & insights
6
Chart Agent
Viki AI
Optimal visualizations automatically
7
TFM Risk
Viki AI
Universal risk scoring 0-100
8
Remediation
Viki AI
Self-healing data fixes
9
Orchestrator v2
Viki AI
Chains agents with data pipeline
10
Document Intel
Viki AI + RAG
Search documents with citations
Platform Architecture

See How VikiData Processes Your Data

Watch data flow from raw sources through Multi-Agent AI processing to clean, actionable intelligence — step by step.
External data sources9 connectors feed raw data into VikiData ❄️ Snowflake ⬡ SAP BTP 📄 CSV / Excel 🍃 MongoDB 🔴 Oracle ☁️ Salesforce 📑 PDF / Docs 🔌 REST APIs 💾 Local files raw data streams in ⚡ Zero-configuration pipelineAuto-detects entity types, formats, relationships in 6 seconds ▼ Enters Layer 1: Integration & alignment
Layer 1: integration & schema alignmentRaw data is parsed, aligned, and unified ⚡ Zero-config pipeline6 sec entity detection 🔍 Schema-LightAuto-detect all formats 🔗 Schema alignmentMaps vendor → supplier clean data → 🌊 Unified data intelligence lakeChromaDB + SQLiterfp_documents, vendor_proposals, contracts feeds into ▼ Enters Layer 2: 10 AI agents 📡 Monitoring & schema registry
Layer 2: agentic processingOrchestrator v2 chains 10 specialist agents Data lakeSource of truth 🧠 Orchestrator v2Decomposes, chains, manages loops 🎯 Intent classifierRoutes questions 💽 SQL generatorNL to SQL 🔬 FERN resolver93% golden records 🕸️ Graph intelRelationship maps 📊 Dashboard intelKPIs, summaries 📈 Chart agentAuto-viz select ⚠️ TFM riskScores 0-100 🔧 RemediationSelf-healing 📝 Document intelTextract + embed outputs flow to ▶ MCP server (port 8002)
MCP server & Reverse ETL5 tools on port 8002 + push intelligence backAgent outputsMCP serverquery_datarisk_analysisdata_catalogdata_qualityentity_resolutionAI IDEsClaude CodeVS CodeCursorReverse ETLSnowflakeWebhookCSV Export
30 platform modules + Digital TwinClean dashboards + what-if simulation10 agentsProcessed dataExecutive DashboardKPIs, charts, risk alertsIntelligent GraphEntity relationshipsFederated QueryPlain English to chartsSmart AlertsEmail + Webhook + ApprovalDigital TwinWhat-if simulationReverse ETLPush intelligence backData ContractsSLA enforcementUsage AnalyticsPlatform adoptionConsumers: procurement teams, executives, analysts, developers
Platform

30 Modules. Six Capability Areas.

Every module powered by specialized Viki AI agents — accessible from the sidebar, no migration required.

📚

Catalog & discovery

Find, understand and trust your data with AI-powered cataloging and metadata enrichment across any source.

Data Catalog Data Products Data LifecycleNEW Reference DataNEW Document Intelligence Ratings & TagsNEW
🏆

Master data management

Deduplicate, match and merge records into a single golden record — Customer 360, Supplier 360, Entity 360 out of the box.

Entity 360° Customer 360°NEW Supplier 360°NEW Intelligent Graph Hierarchy ManagementNEW FERN Entity Resolution
🏛️

Governance & trust

Data ownership, stewardship workflows, reference data and compliance controls — the single source of truth for data standards.

Viki Governance Data StewardshipNEW Data Contracts Compliance Data Privacy Quality Policies Data Reconciliation
📊

Observability & quality

Continuous monitoring of freshness, volume, schema health and quality — with AI auto-remediation and smart alerts.

Real-Time Monitor Data Observability Smart Alerts Usage Analytics Auto-RemediationNEW Quality Scoring
⚡

Integration & lineage

Connect any source, build intelligent pipelines and track data from raw origin to trusted business insight.

Data Lineage Pipeline Engine Cloud Data IntegrationNEW Reverse ETL Stream Processing Digital Twin
🤖

AI guardrails & studio

Govern your AI outputs — hallucination detection, prompt safety and audit trail — plus conversational BI for every user.

Viki Studio AI Agents AI GuardrailsNEW AgentFlow MCP Server Federated Query

Ready to Transform Your Data?

Start your 7-day free trial or schedule a technical deep-dive with our team.