About Us
Intelligence that drives real outcomes.
intelle.io is a brand of SparkLab LLC, headquartered in Dubai, UAE. We combine deep domain expertise with rigorous research to deliver bespoke intelligence that helps organizations navigate complexity and act with confidence.
Our team draws on over a decade of direct engagement with the world's largest engineering organizations, national oil companies, and technology providers -- understanding the engineering realities behind the numbers, not just the market data.
Our Story
From Product Builder to Intelligence Partner
intelle.io was founded by Arnab Ghosh, who spent over 11 years at the intersection of engineering intelligence and enterprise technology -- first at IHS Markit, then through the S&P Global acquisition, and finally at Accuris (the engineering intelligence business carved out from S&P Global).
During that time, Arnab built the product roadmap for the Engineering Workbench, defined 7 AI workflows for engineering standards management, ran customer discovery across 65+ enterprise accounts, and was recognized twice with the President's Club award for revenue impact and customer adoption.
But the deeper insight was this: enterprises don't just need software -- they need intelligence. They need someone who understands their engineering context, can research their specific market, and deliver actionable recommendations. The big consulting firms charge too much for generic work. The niche analysts lack practitioner depth.
intelle.io fills that gap: practitioner-led, bespoke intelligence for organizations that need real answers, not polished slide decks.
11+
Years at IHS Markit / S&P Global / Accuris
65+
Enterprise accounts directly served
2x
President's Club Winner -- top global recognition
7
AI workflows defined for engineering intelligence
Our Values
What We Stand For
Domain Expertise
11+ years of deep engagement across energy, engineering, and technology sectors. We understand the engineering realities behind the numbers, not just the market data.
Bespoke Intelligence
Every engagement is tailored. No off-the-shelf reports, no generic recommendations. We deliver intelligence designed for your specific decision.
Real Outcomes
We measure success by the decisions our research enables and the outcomes those decisions produce -- not the pages we deliver.
Practitioner-Led
Our team has built products, sold to enterprises, and operated in the industries we research. We bring practitioner depth, not analyst distance.
Our Methodology
How We Deliver Intelligence
Intelligence Requirements Definition
We start by understanding what you actually need to decide. Not a generic research brief, but a structured scoping of the specific intelligence that will drive your decision.
Multi-Source Research
We draw on proprietary databases, public datasets (IEA, IRENA, ISO catalogs, USPTO), expert networks, and primary interviews. Every data point is sourced and verified.
Practitioner Validation
Findings are reviewed through the lens of someone who has operated in the industry -- not just researched it. This is where generic consulting fails and practitioner-led intelligence excels.
Actionable Delivery
We deliver decision-ready intelligence documents, not shelfware. Every deliverable is designed to answer a specific question and enable a specific action.
Ongoing Advisory
Our relationship doesn't end with the deliverable. We remain available for follow-up questions, updated analysis, and strategic guidance as your situation evolves.
Working With Us
The Engagement Process
01
Diagnostic Call
Free, no-obligation 30-minute call to understand your challenge and identify how we can help.
02
Scoping & Proposal
We develop a detailed scope of work, timeline, and fee estimate tailored to your specific needs.
03
Research & Delivery
We execute the engagement with iterative check-ins, delivering intelligence on time and on scope.
04
Advisory & Follow-Up
Post-delivery briefing and ongoing availability for questions, updates, and strategic guidance.
Credentials
Recognition & Expertise
Publications & Speaking
Published Author: "Intelligent Energy: Cognitive AI to Augment Human Knowledge" (SAE International)
CERAWeek Speaker: "Innovation and Problem Solving Using Cognitive AI"
CERAWeek Ministerial Panel Moderator: "India's Green Energy Initiatives"
SPE/AAPG Speaker: "Effective Knowledge Management in Energy"
PMI Speaker: "Leveraging Data for Cost Optimization"
India R&D Conclave: Key Speaker on AI & Digitalization for Green Energy
Professional Recognition
2x President's Club Winner -- Top global recognition for revenue and customer impact
GE 6-Sigma Green Belt Certified
65+ enterprise customer relationships built over 11 years
Education
Postgraduate AI & ML -- University of Texas at Austin
MBA -- Indian Institute of Management (IIM) Kozhikode
M.S. Computer Science -- Jadavpur University
Industries We Serve
Let's work together
Whether you need bespoke research, engineering consulting, or strategic intelligence -- every engagement starts with a free diagnostic call.
Get in Touch