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SCIKIQ × Tata SteelPitch book
Data-Activated Steelmaking

Contextualize, Connect,ActivateTata Steel’s Data for Profitable Growth

Tata Steel’s ambition to be the world’s most respected and valuable steel company demands a new level of intelligence: not just collecting data, but activating it for real-time, enterprise-wide impact.
01Enterprise 360What is happening?
02Knowledge GraphWhy is it happening?
03AI CopilotTell me, in plain language
04Agent FactoryDon't just tell me—fix it
SCIKIQ × Tata SteelThe 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 Tata Steel: Tata Steel’s ambition to be the world’s most respected and valuable steel company demands a new level of intelligence: not just collecting data, but activating it for real-time, enterprise-wide impact.
SCIKIQ × Tata SteelWhat 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 × Tata SteelThe architecture
From silos to autonomous execution

Four layers — each makes the next trustworthy

01

Enterprise 360 What is happening across Tata Steel’s global operations?

Real-time, unified data fabric spanning production, quality, supply chain, and commercial systems.

02

Knowledge Graph Why is it happening?

Contextual graph models link assets, events, vendors, and customers for transparent root-cause analysis.

03

AI Copilot Tell me, in plain language

Conversational analytics and GenAI Studio—grounded in Tata Steel’s data, not generic LLMs.

04

Agent Factory Don’t just tell me—fix it

Autonomous agents execute corrective actions—order re-routing, maintenance, customer comms.

SCIKIQ × Tata SteelEnterprise 360 — the build
Layer 1 · Enterprise 360 — the build

How we unify Tata Steel's data into one business 360

Enterprise 360 is the foundation every layer above reuses. We don't integrate systems — we integrate business concepts. Tata Steel's data stays where it is; SCIKIQ connects, contextualizes and resolves it into trusted entity 360s.
Systems today — siloed
SAP ERPMESLIMSCRMQMSLegacy Data Warehouses
Unify · no data movement
Connect

200+ no-code connectors pull from every source — no rip-and-replace, no data movement.

Contextualize

The metadata & contextualization engine maps each field to a shared business glossary.

Resolve & model

Entity resolution stitches records across systems into one record per real-world entity.

Govern

Lineage, quality & access control attach to every entity — so the 360 is trusted.

Business 360s — entities
Customer 360CRM · Billing · Service
Asset 360EAM · IoT · Maintenance
Operations 360ERP · Scheduling
Vendor 360Procurement · Contracts
Finance 360ERP · GL · AP/AR
Built once, each entity 360 becomes a connected node set in the Knowledge Graph (Layer 2) — and the grounded foundation for the Copilot and Agents above.
SCIKIQ × Tata SteelA day in the life
One incident, end to end

From a single signal to revenue impact — traced

Sens
Sensor failure in cooling system supplied by Vendor VND-221 detected by LIMS.
Cool
Cooling system fails, undetected by legacy monitoring.
Blas
Blast Furnace #3 automatically shuts down to prevent damage.
Prod
Production halted for 14 hours, impacting critical orders.
Orde
High-value automotive order for Maruti Suzuki delayed.
Orde
Priority order for Tata Motors at risk of SLA breach.
SLA
Customer SLA breached for Maruti Suzuki; penalty risk triggered.
Orde
Autonomous agent initiates reroute to Kalinganagar plant.
Cust
Automated notifications sent to impacted customers.
Prev
Preventive maintenance scheduled for all similar assets.
Inci
Incident review launched for compliance and process improvement.
Root
Knowledge graph traces root cause to vendor-supplied sensor.
SCIKIQ × Tata SteelThe control tower
The outcome

One live, trusted view — for the people who run Tata Steel

Orders at Risk
42
+12
Revenue Impacted
₹37.5 Cr
+₹15.2 Cr
Customer SLAs Breached
8
+6
Asset Downtime
14 hrs
+9 hrs
Vendor-supplied cooling system (Vendor ID: VND-117) failed due to undetected sensor malfunction, cascading to blast furnace shutdown and delayed high-value automotive orders.
SCIKIQ × Tata SteelWhy 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 integration and 90% lower IT cost versus custom builds—no-code, proven at global scale, and ready for Tata Steel’s complex, multi-system environment.

vs. point tools / BI dashboards

Goes beyond dashboards: SCIKIQ unifies data, models relationships, and enables autonomous action—closing the loop from insight to execution, not just reporting.

vs. generic data fabric / lakes

Purpose-built for contextualization and activation—knowledge graphs, GenAI, and agentic automation, not just storage or ETL pipelines.

vs. raw LLMs/chatbots

Grounded in Tata Steel’s real data, with explainability, lineage, and compliance—no hallucinations, no black boxes.

SCIKIQ × Tata SteelUse cases
Across the business

Where it pays off, across the business

Operations

Real-time plant health and downtime prevention

Unified asset and event data enables predictive maintenance, rapid incident response, and reduced unplanned downtime.

Asset 360 · Operations 360
1234
Supply Chain

Order fulfillment and logistics optimization

Track order status, reroute shipments, and respond to disruptions—minimizing revenue loss and customer impact.

Finance 360 · Customer 360
1234
Commercial

Customer SLA and revenue protection

Monitor SLA risks, automate customer notifications, and quantify revenue at risk from operational incidents.

Finance 360 · Customer 360
1234
Quality & Compliance

Automated compliance and incident review

Trace incidents to root cause, automate compliance reporting, and reduce audit effort by 70%.

Operations 360
1234
Finance

Faster, trusted analytics for decision support

Accelerate analytics delivery by 30-50%, with explainable, auditable insights for leadership and the board.

Finance 360
1234
SCIKIQ × Tata SteelThe ambition
From unified data to autonomous steelmaking

SCIKIQ powers Tata Steel’s journey to data-activated, agentic operations

Agent FactoryAutonomous execution
AI CopilotConversational, explainable analytics
Knowledge GraphContextual, connected data
Enterprise 360Unified, real-time data fabric
SCIKIQ × Tata Steel90-day pilot
The path forward

Prove it in 90 days — then scale

Phase 1 · 30 daysConnect & Curate
  • Connect SAP, MES, LIMS, and CRM to SCIKIQ
  • Ingest 12 months of asset, order, and event data
  • Map key entities and relationships for the knowledge graph
Phase 2 · 45 daysControl & Contextualize
  • Model asset-event-order-customer relationships
  • Deploy incident control tower dashboards
  • Enable root-cause analysis for major asset failures
Phase 3 · 45 daysConsume & Automate
  • Enable conversational analytics for plant managers
  • Deploy order reroute and notification agents
  • Measure impact on order fulfillment and SLA compliance
SCIKIQ × Tata SteelThe ask
Next steps

Where to start

Activate Tata Steel’s data for measurable impact—fast.
1Book a discovery session with Tata Steel’s digital and operations leaders
2Identify top incident and revenue risk scenarios for pilot
3Connect core systems (SAP, MES, LIMS, CRM) and launch SCIKIQ pilot
sales@scikiq.com  ·  Ready to see how SCIKIQ can protect revenue and power Tata Steel’s next leap? Let’s activate your data.
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