SCIKIQ × Triveni Engineering & Industries LimitedPitch book

Contextualizing Triveni’s Data for Sustainable Growth

From Siloed Data toActivated Intelligence— Powering Triveni’s Omnichannel & Operational Edge

Triveni’s commitment to innovation and customer-centricity demands real-time, actionable insights across its sugar, engineering, water, and power businesses. SCIKIQ unifies fragmented data into a living knowledge graph, enabling AI-powered decisions and autonomous actions that drive efficiency, resilience, and profitability.

01Enterprise 360What is happening?

02Knowledge GraphWhy is it happening?

03AI CopilotTell me, in plain language

04Agent FactoryDon't just tell me — fix it

SCIKIQ × Triveni Engineering & Industries LimitedThe 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 Triveni Engineering & Industries Limited: Triveni’s commitment to innovation and customer-centricity demands real-time, actionable insights across its sugar, engineering, water, and power businesses. SCIKIQ unifies fragmented data into a living knowledge graph, enabling AI-powered decisions and autonomous actions that drive efficiency, resilience, and profitability.

SCIKIQ × Triveni Engineering & Industries LimitedWhat 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 × Triveni Engineering & Industries LimitedThe architecture

From silos to autonomous execution

Four layers — each makes the next trustworthy

01

Enterprise 360 What is happening across Triveni’s business units?

Integrate and harmonize data from SAP, crop monitoring, SCADA, CRM, and vendor systems for a holistic, real-time business view.

02

Knowledge Graph Why is a process or asset failing?

Model relationships across assets, vendors, crops, and events to reveal causal chains and systemic risks.

03

AI Copilot What does this mean for my business?

Natural language interface for business and operations leaders, grounded in Triveni’s real data and context.

04

Agent Factory How do we fix or optimize it, automatically?

Autonomous agents that execute business logic, trigger workflows, and drive continuous improvement.

SCIKIQ × Triveni Engineering & Industries LimitedEnterprise 360 — the build

Layer 1 · Enterprise 360 — the build

How we unify Triveni’s data into one business 360

Data remains in Triveni’s source systems—SCIKIQ connects and harmonizes business concepts across SAP, SCADA, crop monitoring, CRM, and compliance, creating a single, trusted business view.

Systems today — siloed

SAP ERP (orders, finance, inventory)SCADA (plant/asset telemetry)Crop Surveillance (satellite, IoT sensors)CRM (customer, order, feedback)Vendor Management SystemCompliance/Regulatory (FSSAI, Pollution Board)Water Management PlatformMaintenance Management

Unify · no data movement

Connect

200+ pre-built connectors ingest data from SAP, SCADA, IoT, CRM, and more—no code, no disruption.

Contextualize

Business rules and metadata engine map and enrich data with Triveni-specific context (plants, assets, vendors, crops, customers).

Resolve & model

Entity resolution links records across systems (e.g., asset IDs, order numbers), building a living knowledge graph of operations.

Govern

Lineage, quality, and access controls ensure trusted, compliant data for every business and regulatory need.

Business 360s — entities

Customer 360CRM, SAP, Order Management

Plant & Asset 360SCADA, Maintenance, SAP

Order & Revenue 360SAP, CRM, Vendor Mgmt

Compliance 360Compliance, SAP, SCADA

Crop & Supply 360Crop Surveillance, SAP, Vendor Mgmt

These 360s are linked in the SCIKIQ Knowledge Graph, enabling root-cause tracing and AI-powered reasoning across Triveni’s value chain.

SCIKIQ × Triveni Engineering & Industries LimitedA day in the life

One incident, end to end

From a single signal to revenue impact — traced

Step

Vibration anomaly detected in Gearbox-27.5MW at Khatauli Mill by IoT sensor.

Step

Vendor maintenance delayed by Bharat Gears; alert not escalated.

Step

Gearbox failure occurs, halting Khatauli Mill production.

Step

Order #A1023 for Big Bazaar delayed, impacting customer SLAs.

Step

FSSAI compliance breach triggered due to unplanned downtime.

Step

Revenue impact calculated at INR 6.5 Cr.

Step

Order reroute action initiated to Sabitgarh Mill.

Step

Compliance alert triggered to regulatory board and internal audit.

SCIKIQ × Triveni Engineering & Industries LimitedThe control tower

The outcome

One live, trusted view — for the people who run Triveni Engineering & Industries Limited

Sugar Production Loss (MT)

2,400

↑ 18%

Estimated Revenue Impact (INR Cr)

6.5

↑ 16%

Customer Orders Delayed

37

↑ 22%

Compliance Breaches

2

↑ 100%

Gearbox failure in Khatauli sugar mill due to delayed vendor maintenance and undetected vibration anomaly.

SCIKIQ × Triveni Engineering & Industries LimitedWhy 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 than custom builds—no-code, rapid deployment, and proven in complex, multi-system environments like Triveni’s.

vs. point tools / BI dashboards

Goes beyond dashboards: SCIKIQ unifies, contextualizes, and activates data—enabling root-cause analysis, compliance automation, and autonomous agents, not just reporting.

vs. generic data fabrics / lakes

Purpose-built for business activation: SCIKIQ’s knowledge graph and AI Copilot are tailored to Triveni’s LOBs, assets, and compliance needs—delivering business outcomes, not just storage.

vs. raw LLMs/chatbots

Grounded, explainable answers—SCIKIQ’s Copilot is connected to Triveni’s real-time, governed data, not hallucinations or generic web content.

SCIKIQ × Triveni Engineering & Industries LimitedUse cases

Across the business

Where it pays off, across the business

Finance

Real-time Revenue & Loss Attribution

Instantly quantify revenue impact of production incidents and supply chain delays—enabling proactive financial controls and faster recovery.

Finance 360 · Operations 360

1234

Operations

Predictive Asset & Plant Health

Monitor asset telemetry, detect anomalies, and automate root-cause tracing—reducing unplanned downtime and maintenance costs.

Asset 360 · Finance 360

1234

Supply Chain

Order Fulfillment & Vendor Risk Control

Track order status, reroute supply, and escalate vendor issues—minimizing customer impact and SLA breaches.

Customer 360 · Vendor 360

1234

Compliance

Automated Regulatory Monitoring

Detect and document compliance breaches (FSSAI, Pollution Board) in real time—reducing audit risk and manual workload.

Enterprise 360

1234

Customer

Customer 360 & Experience

Unify customer data across SAP, CRM, and supply chain—enabling proactive communication and improved satisfaction.

Customer 360

1234

SCIKIQ × Triveni Engineering & Industries LimitedThe ambition

Activate Triveni’s Data for Omnichannel Growth

From Unified Data to Autonomous Action

Agent FactoryAutonomous execution

AI CopilotConversational intelligence

Knowledge GraphRelationship reasoning

Enterprise 360Unified business data

SCIKIQ × Triveni Engineering & Industries Limited90-day pilot

The path forward

Prove it in 90 days — then scale

Phase 1 · 30 daysRapid Data Unification & Incident Graph

Connect 4 core systems (SAP, SCADA, CRM, Crop Surveillance)
Build live asset-incident-customer knowledge graph
Enable real-time dashboards for plant managers

Phase 2 · 45 daysAI Copilot & Root Cause Automation

Enable Copilot for business/ops Q&A
Automate root-cause tracing for asset failures
Pilot compliance monitoring workflows

Phase 3 · 45 daysAgent Factory & Autonomous Actions

Deploy agents for incident response
Integrate with vendor and compliance systems
Measure business impact and scale

SCIKIQ × Triveni Engineering & Industries LimitedThe ask

Next steps

Where to start

Unlock Triveni’s data for operational resilience and new business value

1Identify 2-3 high-impact incident scenarios across sugar and engineering

2Connect SAP, SCADA, CRM, and crop surveillance for a live pilot

3Enable Copilot and agents for real-time incident response and compliance

sales@scikiq.com · Let’s activate Triveni’s data—book a discovery session with SCIKIQ’s platform architects.