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The Platform for Scaling AI
from first workflow to enterprise value.

SPARK Plus connects AI transformation planning to live analyst market intelligence — from your first GenAI workflow to governed Agentic AI at enterprise scale.

What's Included In Your Free Assessment · No Cost

Get your first GenAI workflow live

Pick from a library of pre-architected workflows — reference architecture, tool stack and guardrails already decided. Your team builds with our method, live in as little as 4 weeks.

33 Use Cases · 9 Business Domains · GenAI To Agentic AI · Guardrails Included

Help me find where to focus

Diagnose where AI creates the most value first

Built for CAIOs who are done piloting and ready to transform. A six-stage, seven-pillar system takes you from diagnostic clarity to scaled impact — starting with a free readiness assessment.

168Q Assessment · APAC Peer Benchmark · Board Ready

Trusted by enterprise leaders across APAC

350+

Enterprises

18

Countries

10+

Years of Research

100+

Benchmarks

The Use Case Library

Where in your business will AI create value?

Thirty-three enterprise use cases across nine business domains — from proven GenAI workflows to governed Agentic AI — each composed from governed capabilities, tiered honestly by delivery readiness, and priced in weeks, not quarters.

Start From Your Objective

Select Your Business Function

Customer Experience

Accelerator

Customer Service Copilot

Draft policy-grounded responses to customer queries for agent review live in ~8 weeks

Knowledge Assistant

Improve Customer Experience

~8 wks

RISK H

Business Operations

Accelerator

Document Intake Automation

Classify, extract and validate inbound document packs into core systems live in ~6 weeks

Document Automation

Reduce Cost

~6 wks

RISK M

Finance

Accelerator

Financial Commentary Assistant

Produce structured, sourced first-pass analysis against your templates live in ~8 weeks

Content Generation

Improve Productivity

~8 wks

RISK H

Legal, Risk & Compliance

Accelerator

Regulatory Intelligence

Monitor regulatory change and map obligations to your policy base live in ~4 weeks

Monitoring Agent

Improve Compliance

~4 wks

RISK L

Customer Experience

Pattern-Ready

Complaint Resolution Automation

Triage complaints and cases, draft first responses and resolution paths co-build on request

Document Automation

Improve Customer Experience

~6 wks

Indicative

RISK M

Employee Productivity & HR

Pattern-Ready

Enterprise Knowledge Assistant

Grounded answers over your policies, documents and systems co-build on request

Knowledge Assistant

Improve Productivity

~6 wks

Indicative

RISK M

Every entry passed a four-test admission filter — if it ships free inside the suites you already own, it isn't in this library. Industry-agnostic at the core, instanced to your sub-sector and jurisdiction at engagement; timelines computed from risk and complexity, never promised flat.

Agentic AI - On Our Terms

From assistants to agents — governed at every step.

Everyone sells "Agentic AI." We tag every use case honestly on the automation spectrum — because an agent that acts on your systems needs governance before it needs ambition.

Assistive

AI surfaces answers and insight. The human does the work.

Human In The Loop

AI drafts and processes. A named human reviews and approves - no auto-send paths.

Agentic

AI executes the workflow end-to-end. Humans handle exceptions - inside hard guardrails signed at Gate 2.

Process Exception Resolution Agent

Supplier Risk Intelligence

Third-Party Risk Intelligence

Market & Competitive Intelligence Agent

Agentic AI is a governance decision, not a feature toggle.

Every agentic use case carries an honest maturity tag (Emerging / Experimental), a mandatory guardrail set, and an exception path to a named human — the same five-gate co-build, with Gate 2 doing more work.

The Intelligence Layer

Every accelerator arrives with the vendor landscape attached.

Every use case is composed of AI capabilities. Every capability maps to a SPARK Matrix™ market. Follow one through:

Use Case

Customer Service Copilot

Policy-grounded drafts for agents

Capabilities

Knowledge Search (RAG) · Conversation · Summarisation

Composed, not bespoke

SPARK Matrix Categories

Insight Engines · Conversational AI · GenAI platforms

Markets we actively research

Vendor Landscape

Leaders & emerging challengers, per category

Resolved in-platform, refreshed with every matrix cycle

Analyst-scored selections

Pre-decided stacks drawn from 450+ SPARK Matrix reports — rationale open, never a black box.

Leaders and challengers

Emerging vendors we track before they reach your shortlist — per category, not per hype cycle.

Refreshed, never static

When a matrix updates, the recommendation updates. No PDF vendor list rotting in a deck.

Interrogate any shortlist

Direct analyst access to pressure-test every technology call in your build.

When our research moves, your recommendation moves.

No other advisory can say that — because no other advisory owns the research.

We Help You Implement

From decision to production — with our method, your team.

QKS doesn't stop at the blueprint. Every workflow ships through a five-gate co-build: we author the architecture, guardrails and evaluation harness; your team builds; a named executive signs every gate.

G1

Scope + data readiness

G2

Architecture + guardrails

G3

Build (co-build)

G4

Validation + HITL

G5

Go-live + expansion

Guardrail library

Hallucination control, PII handling, advice & decision boundaries, prompt-injection defence, access control — matched to each workflow's risk tier.

Data security foundation

Residency, encryption, retention and access controls — jurisdiction-keyed per business unit and regulator.

Evaluation + human-in-the-loop harness

Acceptance criteria, evaluation runs and HITL calibration signed off before anything goes live.

Pre-decided tool stack

Technology selections made with analyst-grade, 5-dimension scoring — rationale open, never a black box.

What's Included In Your Free Assessment · No Cost

Three things land in your inbox

A complete picture — not a teaser PDF. Calibrated to the initiatives you selected.

01 · REPORT

Your AI Readiness Report

Pillar-level maturity scores across all 7 ETF pillars, with a Gap Register that maps directly to the initiatives you picked above.

168Q assessment · Board-ready

02 · BENCHMARK

APAC Peer Benchmark

See where you sit against 200+ APAC enterprises by pillar — what separates the median from the top quartile in your market and segment.

SG · AU · IN · HK cohorts

03 · WORKSHOP

Free Deep-Dive Workshop

A QKS principal analyst walks your team through the gaps, prioritises the next 90-day moves, and bridges you to the relevant ETF stage.

Live · With our advisors

Where does your enterprise stand on the AI maturity curve?

QKS benchmarks AI readiness across 350+ enterprises in 18+ countries

The Enterprise Reality

Where Enterprise AI Breaks Down

Transformation stalls at predictable points. SPARK Plus helps you overcome them—systematically.

AI Transformation Pie Chart

Across APAC, 74% of AI initiatives stall before reaching enterprise scale.

QKS Research 2024

AI Transformation Picture
Quote

After advising organizations across industries, one pattern is clear: AI transformation succeeds not because of better technology, but because of stronger governance, operating discipline, and leadership alignment. Organizations don't need more AI pilots, they need a structured path from vision to measurable business value.

Devendra Pagnis

Associate Vice President

The Framework

QKS Enterprise Transformation Framework

Three phases. Six stages. Seven capability pillars. One intelligence layer powering every decision.

Illuminate

Stages 1-2 · Diagnose & Align

Readiness Baseline + Transformation Charter

Design

Stages 3-4 · Architect & Govern

Transformation Blueprint + Governance Playbook

Ignite

Stages 5-6 · Execute & Scale

Execution Playbook + Transformation Scorecard

SPARK Intelligence - fuels every stage

Market · Content · Benchmark · Decision

450+

SPARK Matrix reports

200+

APAC benchmarks

60+

Tech market

AI Transformation Framework

Platform Capabilities

Six Engines. One Platform. Every CAIO Workflow Covered.

Not a dashboard reskin. Each engine solves a distinct CAIO problem — and feeds the next.

AI Engine 1

See SPARK Plus in Action

From Diagnose to Scale
Inside the Platform

Every stage of your AI transformation, purpose-built and connected. Here's what your team actually works in.

Diagnose

Align

Architect

Govern

Execute

Scale

Diagnose

Practitioners, Not Just Analysts

People who've done this before.

QKS advisors are former CAIOs, CDOs, CISOs, and enterprise transformation leads — not junior researchers. They bring delivery credibility to every engagement, every stage, every conversation.

Former C-suite operators

25+ years avg experience

APAC-native coverage

Devendra Pagnis

Associate Vice President

Devendra Pagnis leads enterprise research, advisory, and consulting initiatives at QKS Group across Data , Analytics , AI , Digital Workplace and collaboration frameworks. With over 29 years of experience spanning large scale technology implementation , business reengineering , enterprise data , analytics AI , cloud platforms, and enterprise portfolio transformation, he works with enterprise IT leaders, product vendors, and consulting partners to assess enterprise technology platforms, define execution maturity benchmarks, and inform platform selection, implementation governance, and value realization across industries.

Sanjeevi C Ramachandran

AVP / Lead Analyst – Enterprise Research, Advisory & Consulting

Sanjeevi Cuddalore Ramachandran leads enterprise research, advisory, and consulting initiatives at QKS Group across digital transformation, enterprise applications, and governance-driven execution frameworks. With over 25 years of experience spanning ERP, SaaS, cloud platforms, and enterprise portfolio transformation, he works with enterprise IT leaders, product vendors, and consulting partners to assess enterprise technology platforms, define execution maturity benchmarks, and inform platform selection, implementation governance, and value realization across manufacturing, energy, oil & gas, BFSI, education, government, public sector, and technology ecosystems.

Narayan Gokhale

Vice President & Principal Analyst

Narayan Gokhale is working as an ‘Vice President & Principal Analyst – Research and User Consulting with QKS Group. He leads research, sales and marketing of various domains, such as, IoT & Digitalization, Procurement, Supply Chain Management, Retail and HR Tech. He leads a large team of analysts and guides them in various research, consulting and advisory assignments. He is also responsible for maintaining client relations and leads subscription sales & custom consulting projects. He front-ends client-facing activities through face-to-face as well as virtual meetings.

Divya Baranawal

Vice President & Principal Analyst

Divya Baranawal is part of the global research and consulting team at QKS Group. As Vice President and Principal Analyst she heads the BFSI and Financial Crime & Compliance domains and is responsible for leading global strategic market outlook, competitive intelligence, market intelligence, and user intelligence. In this role, she leads multiple engagements with technology vendors in the areas of- technology consulting and growth advisory. She is also responsible for leading various custom advisory projects- including go-to-market strategies, value propositions, thought leadership assets, in-depth analysis of market trends, competitive landscape, market share & market forecast analysis and end-user insights.

Umang Thakur

Vice President - Research & Consulting

Umang Thakur serves as the Vice President of Research & Principal Analyst – Retail and E-Commerce at QKS Group, where he leads end-to-end research and consulting projects, utilizing QKS Group’s established research methodologies. In his role, Umang conducts briefings with executives and industry experts to identify key challenges, uncover best practices, and develop research products focused on pressing issues within the Retail and E-commerce sectors.

Aaron Andrews

Practice Director

Aaron Andrews is a strategic technology and content executive with more than 25 years of experience helping organizations navigate digital transformation, modernize operations, and unlock the value of data.

The Framework

Built for enterprises transforming AI at scale.

QKS combines independent intelligence, regional benchmarks, and human expertise to help you make better decisions, faster and with confidence.

01

Vendor-Neutral Intelligence

SPARK Matrix provides analyst-grade vendor intelligence for objective technology and partner decisions.

02

APAC-Native Benchmarking

Benchmark transformation maturity against regional peers — not generalized global averages.

03

Transformation Assets Built for Execution

Operational playbooks, governance frameworks, toolkits, and maturity models accelerate enterprise adoption.

04

Analyst Access Throughout the Journey

Direct inquiry access and executive workshops provide human guidance at every stage of transformation.

Trusted by CAIOs and CXOs across industries to navigate complexity, mitigate risk, and unlock value.

450+

SPARK Matrix reports

200+

APAC benchmarks

60+

Tech markets covered

500+

Enterprises served

Ready to transform AI from
ambition to measurable impact?

Join 350+ enterprises across 18 countries using SPARK Plus to govern, build, and scale AI with confidence.