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
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
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
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
Agentic AI - On Our Terms
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.
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 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
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.
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
QKS benchmarks AI readiness across 350+ enterprises in 18+ countries
The Enterprise Reality
Transformation stalls at predictable points. SPARK Plus helps you overcome them—systematically.

Across APAC, 74% of AI initiatives stall before reaching enterprise scale.
QKS Research 2024

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
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

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

See SPARK Plus in Action
Every stage of your AI transformation, purpose-built and connected. Here's what your team actually works in.
Diagnose
Align
Architect
Govern
Execute
Scale

Practitioners, Not Just Analysts
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
QKS combines independent intelligence, regional benchmarks, and human expertise to help you make better decisions, faster and with confidence.
Vendor-Neutral Intelligence
SPARK Matrix provides analyst-grade vendor intelligence for objective technology and partner decisions.
APAC-Native Benchmarking
Benchmark transformation maturity against regional peers — not generalized global averages.
Transformation Assets Built for Execution
Operational playbooks, governance frameworks, toolkits, and maturity models accelerate enterprise adoption.
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
Join 350+ enterprises across 18 countries using SPARK Plus to govern, build, and scale AI with confidence.