AI-First Solution Studio
Complexity to Clarity.
We help organisations turn their most complex, cross-cutting challenges
into decisive, production-grade AI solutions — across the full stack.
Who we are
Complexity is not the enemy. Scatter is.
Curl.tech is an AI-first solution studio that helps organisations turn Complexity to Clarity. We operate as a one-stop shop — hardware, software, firmware, integrations, and everything in between.
That full-stack range is deliberate. Real-world problems rarely sit neatly in a single layer. They cut across sensors and systems, data and decisions, edge and cloud.
By owning the entire stack, we can take ambitious ideas from concept to production faster than specialist vendors stitched together — and back our clients on problems others find challenging.
Whatever shape the solution needs to take, we build it end-to-end and stand behind it in production.
We don't add more light. We focus it.
Most teams respond to complexity by adding more — more dashboards, more reports, more tools. The result isn't insight. It's noise layered on noise.
Where we work
Three domains. One complete stack.
01 — Commodity Trading
From trade document to decision — in seconds
Commodity trading and trade finance generate enormous volumes of complex, unstructured data. We build AI platforms that extract, validate, and act on this information in real time — from contracts and bills of lading to market signals and counterparty risk. We help trading desks and trade finance institutions move faster, with higher accuracy and full audit trail.
02 — Banking & Financial Services
Intelligence at the speed of markets
Financial services demand precision, speed, and compliance in equal measure. We work with banks, asset managers, and fintech firms to build decisioning systems, process automation platforms, and AI-driven analytics that operate at the pace markets require. From algorithmic strategy to regulatory intelligence, we deploy AI where the stakes are highest.
03 — SMEs Adopting AI
Enterprise-grade AI, right-sized for your business
AI adoption shouldn't require a team of 50 engineers. We work directly with growing businesses to identify the highest-impact opportunities, build the right solution at the right scale, and operate it in production. No bloat, no over-engineering — just clear outcomes delivered fast by a team that owns the full stack and stands behind the result.
What we build
One shop. The whole stack.
AI & Machine Learning
Design and deployment of GenAI platforms, ML systems, intelligent decisioning engines, and automation workflows built for real-world production scale — not just proof-of-concept.
Software & Integrations
Full-stack software development, API design, and deep system integrations. We connect your AI layer to existing enterprise systems, data warehouses, and third-party platforms.
IoT & Hardware
Custom sensor hardware, edge computing platforms, firmware, and AI-powered connected device ecosystems. We bridge the physical and digital worlds — from device to cloud.
Production Operations
We don't just build and hand over. We operate, monitor, and continuously improve every system we deploy — ensuring it delivers measurable business value long after go-live.
How we work
From scatter to signal.
Capture the full spectrum
We start by understanding the complete picture — not just the obvious metrics, but the faint signals your teams might be overlooking. Every data source, every decision point, every layer of the stack.
Converge with intelligence
We build systems that bring fragmented data streams — across hardware, software, edge and cloud — into alignment. Like a lens that bends light toward a single point of focus.
Deliver laser focus
Decision-ready insights for leadership. Real-time intelligence for operations. Automated actions for workflows that shouldn't wait. Delivered end-to-end, running in production.
Our clients
The clearest view wins.
Organisations partner with Curl when they need AI systems that actually work in production — not just prototypes. We serve enterprises across commodity trading, financial services, logistics, and government.
Leadership
The people behind the stack.
Jayavaradhan Sambedu
CEO & Co-Founder
Jay founded Curl.tech on a single conviction: AI is only useful when it ships. He'd spent years working across financial services and commodity markets, watching the industry confuse prototypes for products. He built Curl to be the alternative — a studio that takes on the enterprise problems no one else will, owns them end-to-end, and stands behind every build in production.
LinkedIn
Abhay Pawar
CXO & Co-Founder
Abhay leads Curl's client partnerships and strategic direction. With a background spanning product, strategy, and emerging technology, he works closely with organisations to define the clearest path from complex challenge to working solution — aligning Curl's full-stack capability with the outcomes that matter most to each client.
LinkedInReady to focus?
Turn your complexity into clarity.
Whether you're exploring a specific use case, evaluating partners, or have a challenge no one else will take on — we'd like to hear from you.