SCIKIQ × Bosch IndiaPitch book

Innovation-led, AI-powered transformation

Contextualize and activateBosch India's datafor resilient, sustainable growth

Bosch India’s vision for innovation-led growth, decarbonisation, and digitalisation demands a unified, AI-ready data foundation. SCIKIQ enables Bosch to turn siloed manufacturing, supply chain, and customer data into actionable intelligence and autonomous execution.

01Enterprise 360What is happening?

02Knowledge GraphWhy is it happening?

03AI CopilotTell me, in plain language

04Agent FactoryDon't just tell me—fix it

SCIKIQ × Bosch IndiaThe problem

Why now

AI isn't an algorithm problem. It's a data-readiness problem.

~70%

of enterprise data goes unused

~12%

of orgs are ready for agentic AI (despite ~80% investing)

$2.3T

of digital spend not delivering ROI

For Bosch India: Bosch India’s vision for innovation-led growth, decarbonisation, and digitalisation demands a unified, AI-ready data foundation. SCIKIQ enables Bosch to turn siloed manufacturing, supply chain, and customer data into actionable intelligence and autonomous execution.

SCIKIQ × Bosch IndiaWhat SCIKIQ does

The platform

Contextualizing data — don't just collect data, activate it.

SCIKIQ is an AI-first, no-code data-fabric platform that unifies siloed enterprise data into AI-ready data products — for enterprise-scale intelligence and data monetization.

Connect

200+ connectors — every source, no latency, no code.

Curate

Contextualize, model and prepare data for every team.

Control

Governed, lineage-traced, compliant by design.

Consume

Copilots, agents, data products and APIs that act.

SCIKIQ × Bosch IndiaThe architecture

From silos to autonomous execution

Four layers — each makes the next trustworthy

01

Enterprise 360 What is happening?

Real-time integration of Bosch India's ERP, MES, CRM, and supplier data for a unified operational view.

02

Knowledge Graph Why is it happening?

Model complex relationships—assets, vendors, processes, and events—across the manufacturing and supply chain ecosystem.

03

AI Copilot Tell me, in plain language

Conversational interface to Bosch’s business and operational data, grounded in enterprise context.

04

Agent Factory Don’t just tell me—fix it

Autonomous, policy-driven agents to close the loop—triggering workflows, alerts, and system updates.

SCIKIQ × Bosch IndiaEnterprise 360 — the build

Layer 1 · Enterprise 360 — the build

How we unify Bosch India's data into one business 360

Bosch’s data stays in place; SCIKIQ integrates business concepts across SAP, MES, QMS, SRM, CRM, and IoT, not just systems. This enables a living, AI-ready data fabric for every line of business.

Systems today — siloed

SAP ERPMES (Manufacturing Execution System)QMS (Quality Management System)SRM (Supplier Relationship Management)CRM (Customer Relationship Management)CMMS (Maintenance Management)IoT Sensor DataExport Order Management

Unify · no data movement

Connect

200+ pre-built connectors rapidly ingest data from SAP, MES, QMS, SRM, CRM, and IoT sensors across all Bosch India plants.

Contextualize

Business concepts—assets, orders, suppliers, customers—are mapped and enriched with metadata and context for each line of business.

Resolve & model

Entity resolution unifies records (e.g., supplier, asset, customer) across systems; relationships are modeled for 360° visibility.

Govern

Lineage, access controls, and compliance rules are enforced at every step—ensuring trusted, auditable data.

Business 360s — entities

Customer 360CRM, SAP, QMS

Asset 360MES, CMMS, IoT

Supplier 360SRM, SAP

Order 360SAP, MES, Export Mgmt

Quality 360QMS, MES

These 360s are linked in the SCIKIQ Knowledge Graph, powering root-cause analysis and AI-driven recommendations.

SCIKIQ × Bosch IndiaA day in the life

One incident, end to end

From a single signal to revenue impact — traced

Step

CNC Machine #27 at Bengaluru Plant fails due to overdue maintenance.

Step

Asset failure event is logged in MES and triggers quality checks.

Step

Quality defects detected in components produced post-failure.

Step

Defective components shipped to Pune Plant for assembly.

Step

Quality issues propagate, detected at Pune Plant.

Step

Spike in warranty claims from Pune Plant customers.

Step

Export order #1123 fulfillment delayed due to rework and claims.

Step

Order delay event logged in SAP, customer notification triggered.

Step

Global OEM customer notified of revised delivery timeline.

Step

Supplier escalation initiated to ACME Precision for root-cause analysis.

Step

SCIKIQ Agent triggers immediate maintenance and updates logs.

Step

SCIKIQ Agent automates customer notification workflow.

SCIKIQ × Bosch IndiaThe control tower

The outcome

One live, trusted view — for the people who run Bosch India

Production Uptime

92.1%

-4.3%

Export Order OTIF

83.5%

-8.2%

Warranty Claims (Pune)

1,420

+18%

Revenue Impact (Q2)

₹14.7 Cr

-₹2.3 Cr

Failure of CNC Machine #CNC-27 at Bengaluru Plant due to delayed preventive maintenance cascaded to quality defects in components shipped to Pune, triggering a spike in warranty claims and delayed export order fulfillment.

SCIKIQ × Bosch IndiaWhy SCIKIQ

Credibility

Proven — not a science project

Track record

Among the top augmented-BI platforms (Forrester)
NASSCOM Top-10 Deep-Tech Startup (India)
Featured at MWC Barcelona & AWS re:Invent for GenAI
World's first GenAI fare-rule engine for an international airline
Powers a global logistics & supply-chain leader
200+ pre-built connectors · India · USA · UAE

Why not the alternatives

vs. building it yourself

SCIKIQ delivers unified, AI-ready data products in <6 months—at 90% lower IT integration cost and 60% lower TCO—vs. multi-year, high-risk custom builds.

vs. point tools / BI dashboards

Goes beyond dashboards: SCIKIQ contextualizes and connects data across Bosch’s value chain, enabling root-cause reasoning and autonomous action—not just reporting.

vs. generic data fabric / lake

Purpose-built for manufacturing and supply chain: pre-built connectors, business 360s, and knowledge graph tuned for Bosch’s real operations, not just raw data storage.

vs. raw LLMs / chatbots

Answers are grounded in Bosch’s governed, real-time data—ensuring accuracy, explainability, and compliance, not hallucinations or data leaks.

SCIKIQ × Bosch IndiaUse cases

Across the business

Where it pays off, across the business

Finance

Quantify and reduce revenue leakage

Track the financial impact of asset failures, warranty claims, and order delays in real time—enabling 5x faster root-cause analysis and targeted cost reduction.

Asset 360 · Finance 360

1234

Operations

Predict and prevent production disruptions

Unify asset and maintenance data to enable predictive maintenance, minimize downtime, and optimize OEE across all Bosch India plants.

Asset 360 · Operations 360

1234

Supply Chain

Trace supplier and logistics risks end-to-end

Map supplier dependencies and automate escalation workflows—reducing export order delays and improving on-time delivery by up to 8%.

Vendor 360

1234

Customer

Enhance customer trust with proactive communication

Automatically notify OEMs and aftermarket customers of delays or quality issues, improving satisfaction and reducing churn.

Customer 360

1234

Quality & Compliance

Accelerate root-cause analysis and compliance

Graph-based tracing links warranty claims to upstream events, reducing compliance violations by 95% and ensuring audit readiness.

Enterprise 360

1234

SCIKIQ × Bosch IndiaThe ambition

Bosch India's data, activated

From unified business 360 to autonomous agents

Agent FactoryAutonomous execution

AI CopilotConversational, explainable intelligence

Knowledge GraphContextual, connected reasoning

Enterprise 360Unified, real-time data foundation

SCIKIQ × Bosch India90-day pilot

The path forward

Prove it in 90 days — then scale

Phase 1 · 30 daysRapid Data Unification

Deploy connectors to all core systems
Auto-map key business entities (assets, orders, suppliers, customers)
Establish governance and access controls

Phase 2 · 45 daysKnowledge Graph & Copilot

Build cross-domain knowledge graph
Configure semantic search and Copilot Q&A
Validate with real incident tracing

Phase 3 · 45 daysAgent Factory & Autonomous Actions

Define agent playbooks for key incidents
Integrate with maintenance, supplier, and customer systems
Test and audit autonomous remediation

SCIKIQ × Bosch IndiaThe ask

Next steps

Where to start

Accelerate Bosch India's digital transformation with SCIKIQ's data activation platform.

1Identify a high-impact pilot (e.g., export order fulfillment or warranty claims tracing)

2Connect core systems (SAP, MES, QMS, SRM, CRM) and unify business entities

3Enable Copilot and Agent Factory for one key incident path

sales@scikiq.com · Let’s activate Bosch India’s data—book a discovery session with our experts.