For a regulated telco or bank in Southeast Asia, the promise of generative AI is often a distant one, locked behind a gauntlet of security reviews, legacy integrations, and compliance sign-offs. OneByZero, a Singapore-headquartered startup, has built its entire business on moving that promise from pilot to production in an average of four weeks [ONEBYZERO]. Its method is not a self-serve SaaS platform but forward-deployed engineering teams that embed with customers, building and operating what the company calls governed "AI coworkers" directly inside the enterprise's own AWS environment [PERPLEXITY SONAR PRO BRIEF]. This hands-on, in-the-trenches approach just secured a $20 million Series A from Jungle Ventures to scale across Asia Pacific [Digital News Asia, October 2026].
The Wedge: Engineering, Not Software
OneByZero's core bet is that large, regulated enterprises in sectors like financial services, telecommunications, and retail need a service, not just a tool. The company identifies high-value use cases, integrates AI into existing workflows, deploys it, and then operates and improves the systems [PERPLEXITY SONAR PRO BRIEF]. Its proprietary NEO platform serves as the control layer for these deployments, providing governance, logging every agent decision, and ensuring SOC 2 Type II compliance [ONEBYZERO]. Crucially, NEO is source-code-available and deployed natively inside a customer's AWS account, a non-negotiable for security-conscious CIOs [NEO · ONEBYZERO]. This model turns the typical SaaS sales cycle on its head. OneByZero isn't selling seats; it's selling outcomes and managed capacity, with teams that speak the local language of both regulators and legacy IT systems.
Traction in High-Stakes Environments
The company reports revenue has more than doubled annually for the past three years [OneByZero raises US$20 million Series A to expand enterprise AI across Asia Pacific - Tech Edition]. Its case studies point to the scale and sensitivity of its deployments. For an Indonesian telecommunications company serving approximately 95 million subscribers, OneByZero says it automated more than 50 customer journeys, lifting the chatbot net promoter score from 4 to 30 [PERPLEXITY SONAR PRO BRIEF]. In another example for Philippine telco PLDT, its Airyn agent automated 93.7% of social media customer engagements [PLDT and Smart achieve 93.7% social media automation...]. The company claims some deployments automate over 90% of customer-facing interactions and reduce time for complex data work by 50% [PERPLEXITY SONAR PRO BRIEF].
Building the Stack Through Acquisition and Partnership
To accelerate its platform capabilities, OneByZero has been strategic in its partnerships and acquisitions. The company is both an AWS Partner and has a Strategic Collaboration Agreement with AWS to jointly help enterprises move AI into production [OneByZero Pte Ltd - Find an AWS Partner][Singapore's OneByZero, AWS to jointly scale governed AI agents across Asia-Pacific - TNGlobal]. It is also an OpenAI Select Partner [ONEBYZERO]. Perhaps more significant was its acquisition of Seattle-based OwlWorks Inc., which brought multi-agent orchestration and autonomous-agent IP in-house [OneByZero accelerates Agentic AI Innovation with the acquisition of OwlWorks Inc. · Press Release · ONEBYZERO]. This build-and-buy strategy suggests a focus on owning the full stack of agentic AI deployment, not just the consulting wrapper.
The founding team brings relevant enterprise-scale experience. CEO Niket Vaidya previously built and scaled data AI company Unscrambl across Asia for over a decade before its acquisition [PERPLEXITY SONAR PRO BRIEF]. CTO and co-founder Vibhore Kumar, who was also instrumental in Unscrambl's expansion, provides the technical leadership [Vibhore Kumar - Working at OneByZero]. The company is actively hiring for roles like Senior Voice Pipeline Engineer and Applied AI Engineer in Bangalore, indicating investment in core platform development [PERPLEXITY SONAR PRO BRIEF].
| Role | Name | Background |
|---|---|---|
| CEO & Co-Founder | Niket Vaidya | Previously built and scaled Unscrambl across Asia to acquisition. |
| CTO & Co-Founder | Vibhore Kumar, PhD | Former CEO/co-founder of Unscrambl; led its geographic expansion. |
| VP, GTM & Portfolio Management | Jayesh Ghatge | GTM leadership [Jayesh Ghatge - OneByZero |
The Realistic Competitive Set
OneByZero's ideal customer profile is clear: a large, regulated enterprise in Asia Pacific with a pressing need to automate high-volume operational or customer-facing workflows, and a procurement team that prioritizes security and governance over speed of self-service. For that buyer, the competitive set isn't other AI agent startups. It's the large global systems integrators (GSIs) like Accenture or Deloitte, which offer similar forward-deployed engineering but may lack a dedicated, productized platform like NEO. The other flank is the cloud hyperscalers' own professional services arms, though they often partner with specialists like OneByZero, as the AWS deal illustrates. The company's risk is that its capital-intensive, services-heavy model could limit gross margins and scale slower than a pure-software play. Its answer, backed by the Series A, is that depth of integration and proven production deployments are the only moat that matters in regulated industries.
Scaling the Model with Jungle's Capital
The $20 million Series A, led by Jungle Ventures, is earmarked for expansion across OneByZero's nine existing markets, entry into Japan, and further development of the NEO platform [Digital News Asia, October 2026]. The next twelve months will test whether the forward-deployed engineering model can be systematized and scaled without diluting the quality that won early flagship deals. Key milestones to watch include the formal launch in Japan, any new strategic partnerships similar to the AWS agreement, and whether the company begins to disclose more standardized metrics around annual contract value and customer retention. For now, OneByZero is executing a classic enterprise playbook: land deeply with referenceable clients in complex environments, then use that credibility to define a new category,governed AI coworkers,across a region hungry for automation but wary of unchecked AI.
Sources
- [Digital News Asia, October 2026] OneByZero raises US$20 mil Series A led by Jungle Ventures to scale enterprise AI across Asia Pacific | https://www.digitalnewsasia.com/startups/onebyzero-raises-us20-mil-series-led-jungle-ventures-scale-enterprise-ai-across-asia
- [PERPLEXITY SONAR PRO BRIEF] Company and product overview, customer outcomes, and founder backgrounds
- [ONEBYZERO] Product claims, deployment timelines, compliance, and partnership details | https://www.onebyzero.ai/
- [OneByZero raises US$20 million Series A to expand enterprise AI across Asia Pacific - Tech Edition] Revenue growth claim
- [PLDT and Smart achieve 93.7% social media automation...] Case study details | https://www.onebyzero.ai/case-studies/philippine-telco-automates-social-media-with-airyn
- [NEO · ONEBYZERO] Platform deployment and source code details | https://www.onebyzero.ai/neo
- [OneByZero Pte Ltd - Find an AWS Partner] AWS partnership status | https://partners.amazonaws.com/partners/0010h00001jR8hFAAS/OneByZero%20Pte%20Ltd
- [Singapore's OneByZero, AWS to jointly scale governed AI agents across Asia-Pacific - TNGlobal] Strategic collaboration details
- [OneByZero accelerates Agentic AI Innovation with the acquisition of OwlWorks Inc. · Press Release · ONEBYZERO] Acquisition details | https://www.onebyzero.ai/press/onebyzero-accelerates-agentic-ai-innovation-with-the-acquisition-of-owlworks-inc
- [Vibhore Kumar - Working at OneByZero] Co-founder background | https://www.onebyzero.ai/team/vibhore-kumar
- [Jayesh Ghatge - OneByZero | LinkedIn] Team member role | https://www.linkedin.com/in/jayeshghatge76/