SCIKIQ × Triveni Engineering & Industries LimitedPitch book

Contextualizing data for profitable growth

Activateenterprise intelligenceacross sugar, ethanol, and engineering

Triveni’s leadership in integrated sugar, ethanol, and engineering makes it uniquely exposed to margin, cash, and compliance risks from operational silos and volatile supply chains.

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 leadership in integrated sugar, ethanol, and engineering makes it uniquely exposed to margin, cash, and compliance risks from operational silos and volatile supply chains.

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?

Unified visibility across sugar, ethanol, and engineering lines—connecting SAP, plant SCADA, and finance for a single source of truth.

02

Knowledge Graph Why is it happening?

Models relationships between cane supply, production, dispatch, receivables, and compliance—tracing root causes and impact paths.

03

AI Copilot Tell me, in plain language

Conversational insights—grounded in Triveni’s data—answering leadership’s plain-language questions with context and action.

04

Agent Factory Don’t just tell me—fix it

Autonomous agents that execute corrective actions—like reallocating inventory, triggering collections, or alerting for compliance breaches.

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 SAP, SCADA, CRM, and TMS—SCIKIQ unifies business concepts and relationships, not just systems. This enables real-time, contextual 360s for every core entity.

Systems today — siloed

SAP S/4HANA (Finance, Inventory, Procurement, Dispatch)Plant SCADA (Production, Utilization, Maintenance)CRM (Key Accounts, Orders, Receivables)TMS (Logistics, Fleet, Vendors)Audit Portal (Compliance, Audit Findings)Gov Portal (Regulatory Reporting)Supplier PortalsQuality Management System

Unify · no data movement

Connect

200+ pre-built connectors integrate SAP, SCADA, CRM, TMS, and audit systems—85% faster data integration.

Contextualize

SCIKIQ’s metadata engine maps business concepts—plants, buyers, inventory, compliance—across all systems.

Resolve & model

Entity resolution and graph modeling unify Plant 360, Inventory 360, Buyer 360, and Dispatch 360 for cross-functional insight.

Govern

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

Business 360s — entities

Plant 360SCADA, SAP

Inventory 360SAP, SCADA

Buyer 360CRM, SAP

Dispatch 360SAP, TMS

Compliance 360Audit Portal, SAP

These 360s are linked in the Knowledge Graph, enabling causal reasoning and autonomous action.

SCIKIQ × Triveni Engineering & Industries LimitedA day in the life

One incident, end to end

From a single signal to revenue impact — traced

Inve

Plant 2 inventory rises above 65 days, triggering a control tower alert.

Agin

34% of inventory now aged >45 days, risking quality and compliance.

Inci

Threshold breach triggers incident workflow in the control tower.

Disp

Dispatches to Britannia delayed by 4 days, worsening inventory position.

Logi

Fleet under-resourced, unable to clear backlog promptly.

Tran

Gati Logistics reports 2 SLA breaches, compounding delays.

Disp

Delayed dispatch extends DSO for Britannia receivable.

DSO

DSO rises to 36 days, blocking ₹9 Cr in cash flow.

Cash

Working capital strain intensifies at Plant 2, compressing EBITDA margin.

Inve

Internal audit flags inventory aging breach for regulatory escalation.

Agen

Autonomous agent initiates expedited dispatch to Britannia, rebalancing inventory.

SCIKIQ × Triveni Engineering & Industries LimitedThe control tower

The outcome

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

EBITDA Margin (%)

12.7%

-0.8%

Inventory Days (Sugar)

62

+7

DSO (Receivables)

44

+6

Cane Procurement Cost (₹/MT)

3,450

+3.2%

Ethanol Dispatch Compliance (%)

92%

-5%

Regulatory Breaches (YTD)

1

+1

Inventory build-up at Plant 2 is driving up working capital and compressing EBITDA margin.

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 70% lower data-prep cost, with 200+ connectors and no-code setup—removing the need for costly, slow custom builds.

vs. BI dashboards & point tools

Moves beyond static dashboards to contextual, causal reasoning and autonomous action—so leaders get answers and fixes, not just reports.

vs. generic data fabric/lake

Purpose-built for business activation—unifies SAP, SCADA, CRM, and TMS into actionable 360s, not just a data lake. Proven in regulated, asset-heavy industries.

vs. raw LLMs/chatbots

Grounds every answer in Triveni’s real, governed data—ensuring accuracy, explainability, and compliance, not hallucination.

SCIKIQ × Triveni Engineering & Industries LimitedUse cases

Across the business

Where it pays off, across the business

Operations

Plant 360: Real-time inventory & production control

Unifies SCADA and SAP data for every plant, surfacing bottlenecks and triggering corrective actions before they hit cash or compliance.

Plant 360

1234

Finance

Cash & Receivables 360: Accelerate cash conversion

Maps order-to-cash across buyers, plants, and dispatches—pinpointing and resolving DSO spikes and working capital leaks.

Buyer 360

1234

Compliance

Compliance 360: Zero-surprise regulatory reporting

Flags inventory aging, dispatch, and audit risks in real time—automating breach detection, escalation, and reporting.

Compliance 360

1234

Procurement

Procurement 360: Optimize cane sourcing

Correlates procurement cost, supplier performance, and plant demand to optimize sourcing and protect margin.

Plant 360

1234

Executive Leadership

Boardroom Copilot: Plain-language business answers

Lets leaders ask any business question—margin, cash, compliance—and get grounded, actionable answers in seconds.

Enterprise 360

1234

SCIKIQ × Triveni Engineering & Industries LimitedThe ambition

From data silos to autonomous value creation

How SCIKIQ activates Triveni’s data for growth, margin, and compliance

Agent FactoryAutonomous execution

AI CopilotConversational intelligence

Knowledge GraphCausal reasoning

Enterprise 360Unified business view

SCIKIQ × Triveni Engineering & Industries Limited90-day pilot

The path forward

Prove it in 90 days — then scale

Phase 1 · 30 daysBusiness 360 Unification

Deploy connectors to SAP, SCADA, CRM, TMS
Map business entities (plants, inventory, buyers)
Deliver unified dashboards for business leadership

Phase 2 · 45 daysKnowledge Graph & Copilot

Build knowledge graph linking incidents, compliance, and cash
Enable Copilot for leadership Q&A
Pilot incident root-cause analysis

Phase 3 · 45 daysAgent Factory & Autonomous Remediation

Configure and test corrective agents
Automate dispatch, procurement, and compliance workflows
Quantify realized value (cash, margin, compliance)

SCIKIQ × Triveni Engineering & Industries LimitedThe ask

Next steps

Where to start

Unlock cash, margin, and compliance value in 90 days.

1Run a rapid value assessment on Plant 2 inventory and dispatch leak.

2Pilot Plant, Inventory, and Buyer 360s—integrating SAP, SCADA, CRM, and TMS.

3Deploy Copilot and agents for cash and compliance remediation.

sales@scikiq.com · Let’s move the needle on cash, margin, and compliance—schedule a 2-week discovery workshop.