SCIKIQ × SyngentaPitch book

Activate Syngenta’s data for sustainable growth

From data silos toprofitable actionacross global agriculture

Syngenta’s leadership in crop protection and seeds is built on science, innovation, and global reach—but data fragmentation and slow insight-to-execution cycles threaten margin, compliance, and competitive edge.

01Enterprise 360What is happening?

02Knowledge GraphWhy is it happening?

03AI CopilotTell me, in plain language

04Agent FactoryDon't just tell me—fix it

SCIKIQ × SyngentaThe 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 Syngenta: Syngenta’s leadership in crop protection and seeds is built on science, innovation, and global reach—but data fragmentation and slow insight-to-execution cycles threaten margin, compliance, and competitive edge.

SCIKIQ × SyngentaWhat 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 × SyngentaThe architecture

From silos to autonomous execution

Four layers — each makes the next trustworthy

01

Enterprise 360 What is happening?

Unify Syngenta’s R&D, manufacturing, supply chain, and commercial data into a single, contextual business view.

02

Knowledge Graph Why is it happening?

Model the relationships between products, trials, regulations, and customers to power root-cause analysis and compliance.

03

AI Copilot Tell me, in plain language

Conversational interface for business, R&D, and compliance teams to query and interpret data in context.

04

Agent Factory Don't just tell me—fix it

Autonomous agents that execute corrective or value-creating actions across Syngenta’s systems.

SCIKIQ × SyngentaEnterprise 360 — the build

Layer 1 · Enterprise 360 — the build

How we unify Syngenta’s data into one business 360

Data stays in place—SCIKIQ integrates Syngenta’s core business concepts across SAP, LIMS, CRM, and RegOps, not just the systems. Each 360 is built for action, not just reporting.

Systems today — siloed

SAP S/4HANA (ERP, manufacturing, inventory, finance)LIMS (Lab Information Management System)RegOps (Regulatory Operations)Salesforce CRMSAP TM (Transportation Management)SAP FI (Finance)IoT/Field SensorsPartner Portals

Unify · no data movement

Connect

200+ pre-built connectors ingest data from SAP, LIMS, CRM, and field sensors in real time.

Contextualize

Auto-resolve entities and map business context—linking batches, trials, compliance, and orders.

Resolve & model

Model relationships in a unified knowledge graph—trace cause and effect from R&D to market.

Govern

Enforce lineage, data quality, and compliance—ensuring auditability and trust for every action.

Business 360s — entities

Product Batch 360SAP S/4HANA, LIMS, RegOps

Customer 360Salesforce CRM, SAP S/4HANA

Regulatory 360RegOps, LIMS, SAP

Inventory 360SAP S/4HANA, SAP TM

Finance 360SAP FI, SAP S/4HANA

These 360s feed the Knowledge Graph (Layer 2), powering root-cause analysis and agentic action.

SCIKIQ × SyngentaA day in the life

One incident, end to end

From a single signal to revenue impact — traced

Regu

EU compliance documentation is missing, blocking market access and putting $68M revenue at risk.

EU R

Market approval for batch 24-CP-112 is suspended pending full documentation.

Comp

Compliance team must address two overdue documentation tasks to resolve the breach.

Docu

Critical efficacy and safety documents are missing from the submission package.

Fiel

Field trial results for batch 24-CP-112 are not yet consolidated—delaying compliance documentation.

Batc

The high-value batch cannot be shipped or recognized as revenue.

Inve

DSI rises, tying up $68M in working capital and increasing risk of obsolescence.

Dist

Order delays threaten market share and downstream grower relationships.

EU c

14 deals worth $68M are stalled, impacting quarterly growth targets.

Reve

Finance cannot recognize revenue for the batch until compliance is restored.

SCIKIQ × SyngentaThe control tower

The outcome

One live, trusted view — for the people who run Syngenta

Product Launch Cycle Time

7.8 mo

-22%

EBITDA Margin

19.6%

+1.2%

Regulatory Breach Events

2

+2

Inventory Days (DSI)

68

+6

Working Capital (USD)

$2.2B

-$180M

Field Trial Success Rate

84%

-5%

A regulatory breach in Crop Protection batch 24-CP-112 due to incomplete compliance documentation delays market access and triggers inventory build-up.

SCIKIQ × SyngentaWhy 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 an 85% faster integration and 70% lower data-prep cost than custom builds—proven in complex, regulated industries. Syngenta’s teams get a unified, actionable data foundation in weeks, not years.

vs. point tools & BI dashboards

BI dashboards only report; SCIKIQ contextualizes and activates data, connecting root cause to autonomous action—closing the loop on compliance, supply chain, and commercial execution.

vs. generic data fabric / lake

SCIKIQ models Syngenta’s real business entities (batches, trials, regulations, customers) in a knowledge graph—enabling traceability, compliance, and agentic automation beyond what a data lake or fabric alone can deliver.

vs. raw LLMs/chatbots

Generic LLMs hallucinate; SCIKIQ’s Copilot is grounded in Syngenta’s own data, with explainable answers, full lineage, and the ability to trigger real business actions—trusted by boards and regulators.

SCIKIQ × SyngentaUse cases

Across the business

Where it pays off, across the business

Compliance & Regulatory

Zero regulatory breach, zero revenue at risk

Unify regulatory, trial, and batch data to proactively surface and resolve compliance risks—protecting market access and margin.

Regulatory 360

1234

Manufacturing & Supply Chain

Minimize inventory build-up, maximize fulfillment

Link SAP, inventory, and CRM data to dynamically reallocate inventory, prevent stockouts, and reduce DSI—freeing up $100M+ in working capital.

Inventory 360

1234

R&D / Product Launch

Accelerate launches from 11 to 7.8 months

Integrate LIMS, SAP, and RegOps to automate cross-functional handoffs, compressing launch cycles and unlocking $120M in new product revenue.

Product Batch 360

1234

Commercial Leadership

Protect pipeline, grow share

Trace the impact of operational events on commercial pipeline and revenue, enabling proactive interventions and margin protection.

Customer 360

1234

Finance

Real-time working capital and margin control

Link inventory, compliance, and revenue recognition for real-time visibility—unlocking cash and improving EBITDA.

Finance 360

1234

SCIKIQ × SyngentaThe ambition

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

From silos to agentic intelligence: Syngenta’s data, activated

Agent FactoryAutonomous execution

AI CopilotConversational, grounded answers

Knowledge GraphContext & relationships

Enterprise 360Unified data foundation

SCIKIQ × Syngenta90-day pilot

The path forward

Prove it in 90 days — then scale

Phase 1 · 30 daysRapid Data Unification

Ingest and resolve batch, compliance, and order data
Map to unified Product Batch 360
Deploy business 360 dashboards

Phase 2 · 60 daysKnowledge Graph & Copilot

Build knowledge graph of batches, events, and orders
Enable semantic search and root-cause analysis
Deploy Copilot for regulatory and commercial queries

Phase 3 · 90 daysAgentic Automation

Configure and test remediation and optimization agents
Integrate agent actions with SAP/RegOps/CRM
Monitor realized business impact

SCIKIQ × SyngentaThe ask

Next steps

Where to start

Unify, contextualize, and activate Syngenta’s data—protecting revenue, margin, and compliance.

1Run a 30-day pilot to build your first Product Batch 360 and resolve a live compliance incident.

2Enable Copilot and agents for regulatory, inventory, and product launch scenarios.

3Quantify realized value—revenue unblocked, DSI reduced, compliance risk eliminated.

sales@scikiq.com · Let’s activate Syngenta’s data for growth, margin, and compliance—contact sales@scikiq.com.