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SCIKIQ × Bosch IndiaPitch book
Activate enterprise data for outsized impact

Contextualize and monetizeevery data assetacross Bosch India’s innovation engine

Bosch India’s multi-sector growth demands unified, AI-ready data to drive revenue and cost efficiency. SCIKIQ’s Data Product Factory transforms siloed manufacturing, supply chain, and commercial data into actionable intelligence—enabling rapid response, smarter decisions, and measurable profit.
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 multi-sector growth demands unified, AI-ready data to drive revenue and cost efficiency. SCIKIQ’s Data Product Factory transforms siloed manufacturing, supply chain, and commercial data into actionable intelligence—enabling rapid response, smarter decisions, and measurable profit.
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 across Bosch India’s operations?

Unify data from SAP, MES, CRM, IoT, and supplier systems into a single business view—across all plants, R&D, and commercial channels.

02

Knowledge Graph Why is it happening?

Model complex relationships between assets, vendors, incidents, and revenue—enabling root cause tracing and impact quantification.

03

AI Copilot Tell me, in plain language

Semantic search and GenAI-powered Q&A for business and technical users—grounded in Bosch’s real data, not just generic models.

04

Agent Factory Don’t just tell me—fix it

Autonomous agents execute business actions: notify, reroute, escalate, or trigger preventive maintenance—directly from insight.

SCIKIQ × Bosch IndiaEnterprise 360 — the build
Layer 1 · Enterprise 360 — the build

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

Data remains in your source systems—SCIKIQ integrates business concepts across SAP, MES, CRM, IoT, and more, not just the systems themselves. This enables a true 360° view for every business unit.
Systems today — siloed
SAP ERPMES (Manufacturing Execution System)CRM (Salesforce/SAP C4C)IoT/SCADA platformsSRM (Supplier Relationship Management)PLM (Product Lifecycle Management)BI/Analytics (Qlik, Power BI)GRC (Governance, Risk, Compliance)
Unify · no data movement
Connect

200+ prebuilt connectors ingest and synchronize data from SAP, MES, CRM, IoT, SRM, and more, across 18 plants and 7 R&D centers.

Contextualize

Map data to Bosch India’s business concepts—assets, orders, vendors, customers, incidents—enriching with metadata and business rules.

Resolve & model

Deduplicate, link, and model entities into a unified graph—tracing relationships from asset to revenue, vendor to customer.

Govern

Apply data lineage, access controls, and quality checks—ensuring trusted, compliant, and explainable data products.

Business 360s — entities
Customer 360CRM, SAP ERP, Complaint Management
Asset 360MES, IoT/SCADA, SAP PM
Vendor 360SRM, SAP ERP, Logistics
Order 360SAP ERP, MES, CRM
Product 360PLM, MES, SAP ERP
These 360s are linked in the Knowledge Graph (Layer 2), enabling root cause and revenue impact analysis.
SCIKIQ × Bosch IndiaA day in the life
One incident, end to end

From a single signal to revenue impact — traced

1
Coolant System F1 fails on Paint Line #3 at Plant 1, detected by IoT sensors.
2
Paint Line #3 goes offline, halting production for key Mobility Solutions orders.
3
Inventory check shows coolant stock is low and Vendor X is delayed.
4
Order #12345 for Customer A is delayed—projected delivery slips by 3 days.
5
Revenue at risk quantified at ₹6.2 Cr for the week due to missed shipments.
6
Customer A files a formal complaint escalating the issue.
7
Automated customer notification sent with revised delivery estimate.
8
Vendor escalation triggered to expedite coolant delivery and repair.
SCIKIQ × Bosch IndiaThe control tower
The outcome

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

Production Uptime
97.2%
-1.3%
Revenue at Risk (last 7d)
₹12.6 Cr
+₹2.4 Cr
Supplier On-Time Rate
88.5%
-4.1%
Customer Complaints (QTD)
127
+22
Paint Line #3 downtime due to coolant system failure cascaded to delayed deliveries and lost revenue in Mobility Solutions.
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 85% faster data integration and 90% lower IT cost than custom builds—no-code, AI-first, and proven at global scale. Bosch India’s complexity demands rapid value, not multi-year projects.

vs. point tools & BI dashboards

Dashboards show what happened; SCIKIQ connects the dots—root cause, revenue impact, and autonomous action. It’s not just reporting, it’s business activation.

vs. generic data fabrics/lakes

SCIKIQ contextualizes Bosch’s data into business-ready 360s and knowledge graphs—enabling AI, compliance, and monetization out-of-the-box, not just raw storage.

vs. raw LLMs/chatbots

GenAI alone is not enough—SCIKIQ grounds Copilot answers in Bosch’s real data, with explainable lineage and compliance, not hallucination.

SCIKIQ × Bosch IndiaUse cases
Across the business

Where it pays off, across the business

Finance

Quantify and protect revenue at risk

Real-time visibility into revenue leakage from plant downtimes, order delays, and supply disruptions—enabling rapid mitigation and cost save.

Asset 360 · Finance 360
1234
Operations

Root-cause and resolve asset failures

Trace failures across assets, vendors, and processes—triggering preventive maintenance and minimizing costly unplanned downtime.

Asset 360 · Finance 360
1234
Supply Chain

Resilient, data-driven supply chain

Monitor supplier performance, automate escalations, and reroute orders—reducing risk and improving on-time delivery.

Vendor 360
1234
Customer Experience

Proactive customer issue management

Instantly identify at-risk orders and customers, automate notifications, and reduce complaint resolution time.

Customer 360
1234
R&D/Product

Accelerate innovation with connected insights

Link field failures to design and quality data—enabling faster root cause analysis and product improvement.

Asset 360
1234
SCIKIQ × Bosch IndiaThe ambition
SCIKIQ for Bosch India

From data silos to autonomous business value

Agent FactoryAutonomous execution
AI CopilotSemantic, grounded Q&A
Knowledge GraphContext & relationships
Enterprise 360Unified, AI-ready data
SCIKIQ × Bosch India90-day pilot
The path forward

Prove it in 90 days — then scale

Phase 1 · 30 daysRapid data unification & incident graph
  • Ingest data from SAP ERP, MES, CRM, IoT for 2 plants
  • Model Asset 360, Order 360, and Customer 360
  • Build first Knowledge Graph for incident tracing
Phase 2 · 60 daysAI Copilot & cost/revenue pilots
  • Deploy Copilot for incident, cost, and customer queries
  • Pilot revenue-at-risk and cost-save dashboards
  • Enable root-cause and impact analysis
Phase 3 · 90 daysAgent automation & scale-out
  • Automate agent-driven workflows for top incidents
  • Scale to 18 plants and all business units
  • Integrate with GRC for compliance automation
SCIKIQ × Bosch IndiaThe ask
Next steps

Where to start

Unlock revenue and cost save from day one—pilot SCIKIQ in your most critical plant and business line.
1Select top incident or revenue leakage use case (e.g., Mobility plant downtime)
2Connect SAP, MES, and CRM for rapid 360 build
3Quantify impact and automate first agent-driven workflow
sales@scikiq.com  ·  Let’s activate Bosch India’s data for measurable profit—schedule a pilot workshop with SCIKIQ experts.