Our verdict
Parallel Loop launched in October 2026 with $6.6 million in seed funding led by 3one4 Capital, and its founders previously built the Thai insurtech FairDee, which Qoala acquired. It is very new, with 30 people and more than 10 clients, but its clients already include Havells and Licious in India. It suits a mid-market or large company in Asia or the Middle East that wants AI running inside its own cloud, and it is less suited to a buyer who needs a long track record.
The right buyer
- Companies that need AI to stay inside their own environment. Its AI Stack runs in the client’s cloud or on premises, works with several model providers, and keeps an audit trail (launch announcement).
- Mid-market and large companies in India and Southeast Asia. Clients include Havells and Licious in India and Tokio Marine Safety Insurance in Thailand (launch announcement).
- Teams with legacy systems to modernize. Its Software Factory pairs forward-deployed engineers with AI agents to rebuild old applications (launch announcement).
Reasons to look elsewhere
- It was founded in June 2026, so it has little delivery history.
- A team of 30 limits how many large programs it can run at once.
Parallel Loop, At A High Level
Parallel Loop calls itself an AI operating partner for the enterprise. It combines AI enablement work with leadership teams, a modular AI Stack that joins a client’s systems and business context, and a Software Factory of engineers and agents (launch announcement). Prateek Jogani and Yujun Chean founded it in June 2026 (launch announcement).
- Teams in Singapore; Bengaluru, India; Bangkok; London; and Dubai (launch announcement).
- Raised $6.6 million in seed funding led by 3one4 Capital, with Picus, Flourish, and EDIS taking part (launch announcement).
- A team of 30 serving more than 10 clients (launch announcement); estimated annual revenue under $3 million.
- Several hundred Havells employees use it as their everyday AI platform for workflows, automations, and dashboards, according to the company (launch announcement).
Scores by criterion
We scored Parallel Loop from its launch announcement and press coverage. Platform independence and the delivery model score highest; stability and commercial clarity score lowest because it is new and publishes no terms.
| Criterion | Weight | Score | Basis |
|---|---|---|---|
| Production track record | 20% | 6.0 | More than 10 clients in its first months, including Havells and Licious. |
| Technical depth | 15% | 6.5 | Its own modular AI Stack and a software factory for legacy modernization. |
| Industry depth | 10% | 5.5 | Retail, consumer goods, and insurance clients so far. |
| Delivery model and handoff | 15% | 7.5 | Forward-deployed engineers working inside client teams, with clients keeping their data and work. |
| Commercial clarity | 10% | 5.0 | No published prices or terms. |
| Platform independence | 10% | 7.5 | Runs in the client’s cloud or on premises and works with several model providers, including open-weight models. |
| Stability and scale | 10% | 5.0 | Founded in June 2026 with a team of 30 and seed funding. |
| Independent evidence | 10% | 6.0 | A client quote from Havells and seed investor commentary. |
| Overall | 100% | 6.2 | Weighted average |
Where Parallel Loop fits
Parallel Loop is used by mid-market and large companies, mostly in India and Southeast Asia so far, that want AI connected to their own systems and run under their own control. Its pricing is not published. Competitors on this site include AuxoAI for forward-deployed enterprise teams, RapidCanvas for platform-backed delivery, and SapienAI for Claude rollouts.
| Need | Fit | Why |
|---|---|---|
| AI that stays in our own cloud or data center | Strong | Its AI Stack runs in the client’s environment with set data residency. |
| An AI program for an Indian or Southeast Asian enterprise | Strong | Clients include Havells, Licious, and Tokio Marine Safety Insurance. |
| Modernizing a legacy system | Good | Its Software Factory pairs engineers with AI agents. |
| A partner with years of references | Weak | Founded in June 2026. |
What clients and leaders say
Parallel Loop’s co-founder and a client describe its work in the launch announcement. One buyer concern is written from public facts about its age.
“Intelligence has become abundant. What many organisations lack is the context, systems and capability to turn this into tangible business outcomes.”
“Today, several hundreds of our employees across the organization use Parallel Loop as their everyday AI platform for workflows, automations and dashboards.”
“The founders have done this before, but the firm itself is only a few months old, so we started with one contained project.”
Where customer reviews couldn’t be found, our analysts attempted to give a voice to buyer sentiment, drawing on real information from review sites, forums and product documentation. Based on: Parallel Loop launch announcement, which dates the firm to June 2026.
Who leads Parallel Loop
Prateek Jogani and Yujun Chean are co-founders; they earlier co-founded the Thai insurtech FairDee, which was acquired by Qoala (3one4 Capital).
