Tignis, a technology innovator in AI process control for semiconductor manufacturing, today announced the completion of $7.2 million in Series A Funding led by early-stage venture capital fund DN Capital with participation by Silicon Valley venture capital firm Clear Ventures, former Microsoft Executive/VMware CEO Paul Maritz and former GE Digital CTO Harel Kodesh.
Tignis, the only company hyper-focused on AI process control for semiconductor manufacturing, will use the funds to expand its sales team and execute on current contracts. Tignis’ AI process control technology is both deployed directly on semiconductor fabrication equipment from OEMs and layered on top of existing manufacturing processes. Launched in 2021, Tignis’ PAICe Product Suite accelerates the ability to build, validate and deploy physics-driven, machine learning-enabled solutions in semiconductor manufacturing. PAICe Monitor allows process engineers to quickly harness data using Tignis’ proprietary low-code language to find and investigate problems with production, while PAICe Maker dramatically speeds up simulations, enabling semiconductor manufacturers to adaptively control complex OEM machinery in real time.
Tignis’ technologies are in use by multiple top-five global semiconductor equipment companies, with signed contracts in place to provide AI process control technology for next generation semiconductor manufacturing tools. According to the company, today’s announcement represents an important step in realizing its vision of advancing the semiconductor manufacturing industry through AI process control.
“This funding will accelerate Tignis on its journey of advancing physics-driven AI process control as an enabler of the next generation of semiconductor manufacturing,” said Jon Herlocker, president and CEO of Tignis. “AI Process control will accelerate semiconductor process development, improve efficiency and quality, and enable manufacturing technologies that previously were too complex to model, resulting in production of smaller and more complex chips, faster time to market and improved yield while reducing the cost of operations. In addition, the advancement of AI process control technology in semiconductor manufacturing that Tignis is undertaking is of particular importance to the US market, to re-establish competitiveness and leadership in this industry.”
“Jon and Matt have built a world-class team which is pushing the limits of innovation in the most technologically savvy sectors in the world,” said Steve Schlenker of DN Capital. “Tignis is an enabling technology which democratizes machine learning for process engineers and optimizes process control for semiconductor companies – this is one of the most valuable use-cases for applying AI in industrial process manufacturing. We are extremely excited to lead this investment round in Tignis.”
“It has been my privilege to represent Clear Ventures as an early-stage IT VC on the Tignis Board of Directors, and I have been impressed with the Tignis team’s extreme clarity of purpose and excellent execution,” said Chris Rust, Founder and General Partner at Clear Ventures. “Given their deployments at some of the world’s most valuable manufacturing companies, it is now clear that Tignis has delivered what comes next in AI-based industrial process control (AIPC). The Tignis software suite makes it easier than ever before to build ‘digital twins’ of complex, mission-critical real-world systems in a no-code way. Their AIPC platform then ingests all available sensor and telemetry data, does cutting-edge ML-based analytics, and provides real-time, closed-loop process tuning to maximize business performance. This new financing provides timely resources to meet robust customer demand.”
In addition to today’s funding announcement, Tignis has raised $7.4 million in angel and seed funding since 2017, not including a $1 million dollar investment in 2021 from innovation company BMNT. Tignis also completed the enterprise accelerator program H4XLabs to accelerate the growth of its first commercial product.
