Parallel Loop, an AI operating partner for enterprises, announced its formal launch with $6.6 million in seed funding led by 3one4 Capital. Founded by Prateek Jogani and Yujun Chean, the startup helps mid-market and large enterprises integrate AI into existing workflows, serving clients including Licious, Havells, and Tokio Marine Safety Insurance across multiple geographies.

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Parallel Loop Secures $6.6 Million to Transform Enterprise AI Adoption

Parallel Loop announced its formal launch on October 14, backed by $6.6 million in seed funding led by 3one4 Capital

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. The round saw participation from Picus Capital, Flourish Ventures, and Economic Development Innovations Singapore, along with notable angel investors including Paytm founder Vijay Shekhar Sharma, CRED founder Kunal Shah, and former Singapore Economic Development Board chairman Philip Yeo

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. Founded in June by Prateek Jogani and Yujun Chean, the startup positions itself as an AI operating partner for enterprises, helping mid-market and large organizations integrate AI into their existing technology systems and workflows

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Addressing the Enterprise AI Gap

While AI has made individuals faster, scaling it across entire organizations remains challenging. "Intelligence has become abundant. What many organisations lack is the context, systems and capability to turn this into tangible business outcomes," said Jogani

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. The company addresses this by connecting AI to the decisions, rules, and institutional knowledge spread across systems, meetings, emails, and individual teams. This integration enables companies to serve customers in new ways, enter new markets, and accelerate operations

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. Parallel Loop currently serves more than 12 enterprises globally, including Licious and Havells in India, and Tokio Marine Safety Insurance in Thailand

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Three-Pillar Approach to Enterprise AI Transformation

Parallel Loop combines its AI stack with forward-deployed engineers who work alongside client teams. The approach centers on three connected capabilities. AI Enablement collaborates with leadership teams to identify high-value AI opportunities and define roadmaps for building practical capability inside organizations

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. The AI Stack serves as one secure, governed, and fully modular platform shared across functions, joining existing systems with organizational context to power everything from instant live dashboards to end-to-end deterministic workflows

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. The Software Factory deploys engineers and AI agents alongside client teams to modernize critical legacy systems and build new applications in a fraction of the usual time

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Sovereign AI and Data Control

The startup emphasizes sovereign AI, giving enterprises control over where their data, context, and AI workloads reside. The AI Stack runs in the client's own cloud environment or on-premises, with data residency configured to client requirements

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. It works with multiple model providers, including open-weight models, preventing vendor lock-in. The platform maintains an audit trail of prompts, responses, context changes, and actions, while clients retain full data ownership and control over their organizational context

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. Jogani explained that the startup focuses on deterministic workflows where steps follow pre-defined rules, using AI-based decisions for tasks requiring classification or judgment, which account for around 10% of a workflow

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Real-World Impact at Major Enterprises

At Havells, several hundred employees already use Parallel Loop as their everyday AI platform for workflows, automations, and dashboards. "Work that used to sit in legacy systems and old reporting tools now starts with a simple question in chat," said Pramod Mundra, President and CIO at Havells India Limited

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. The company is also modernizing how Havells' sales teams collaborate with channel partners and influencers through AI-powered insights

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. The startup plans to use the capital to strengthen its go-to-market strategy, expand its team, and scale operations with a focus on Western markets

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Experienced Founders with Proven Track Record

Prateek Jogani and Yujun Chean bring nearly a decade of working together, having co-founded FairDee, a Thailand-based insurtech startup acquired by Qoala

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. At Qoala, Jogani served as Group Chief Technology Officer while Chean was Group Chief Operating Officer, scaling the business across five Southeast Asian markets and raising more than $130 million from investors

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. The US-headquartered startup has a team of 30 across Singapore, Bengaluru, Bangkok, London, and Dubai, with 85-90% of its workforce based in India

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. "We're excited to partner with the Parallel Loop team and lead their seed as they prepare to scale their offering across categories and geographies," said Anurag Ramdasan, Partner at 3one4 Capital

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. According to Google and Inc42's 'Bharat AI Startups Report 2026', India's enterprise AI market is projected to grow to $71 billion by 2030, signaling significant opportunity for AI adoption and transformation services

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