Startups & Funding

Scimplify raises $25M at $250M valuation to break China's chemicals grip

Bengaluru-based Scimplify raised $25M at a $250M valuation, tripling revenue to a $200M run rate as it uses AI to bypass China-dependent specialty chemicals supply chains.

Scimplify raises $25M to challenge China’s grip on critical materials with AI
Scimplify raises $25M to challenge China’s grip on critical materials with AIAI-generated
By James Calloway5 min read

Updated

Why it matters

  • Scimplify raised $25 million led by Hitachi Ventures at a $250 million valuation, up from $150 million after its March 2025 Series B.
  • Annualized revenue run rate tripled year-over-year to about $200 million; U.S. run rate rose sixfold to $60 million.
  • Co-founder Sachin Santhosh says some customer orders go from requirement to delivered material in two months versus the typical 12-18 months.
  • Energy, electronics and defense now generate 45-50% of revenue, up from under 15% a year ago.
  • The company plans $7.5 million for U.S. expansion and $2 million for its Scinode AI platform.

Scimplify has raised $25 million at a $250 million valuation to scale its AI-driven production of specialty chemicals and critical materials, directly targeting supply chains that today run through China. Hitachi Ventures led the all-equity strategic round. Two of the startup's own customers — Henkel and Teknor Apex — joined as new investors, alongside existing backers Accel India, Bertelsmann India Investments, Omnivore and 3one4 Capital.

The valuation, disclosed by a person familiar with the transaction, marks a step up from the $150 million Scimplify commanded after its $40 million Series B in March 2025. The company itself declined to confirm the number. Total equity funding now stands at $80 million, the startup said.

The round lands at a moment when manufacturers across semiconductors, defense and energy are under pressure to diversify away from Chinese suppliers. Scimplify's pitch is speed: it compresses the notoriously slow path from chemistry to commercial-scale product.

How fast is fast in specialty chemicals?

Co-founder Sachin Santhosh says the company has gone from receiving a customer's requirements to delivering finished material in as little as two months. The same work typically takes 12 to 18 months. That claim, like all timeline claims in this sector, comes from the founder himself — and Santhosh acknowledged timelines vary depending on the project.

The bottleneck Scimplify attacks is real. AI and computational tools have accelerated materials discovery in the lab, but turning promising chemistry into shippable product at scale still requires developing production processes, qualifying facilities and meeting stringent quality standards. Supply chains for many critical materials remain concentrated in a handful of countries, China chief among them.

Founded in 2023, Scimplify runs research facilities in Bengaluru and Hyderabad where it develops chemical manufacturing processes, then transfers those processes to partner factories for commercial production. Its AI platform, Scinode, coordinates the work: it identifies suitable production routes and manufacturing facilities while tracking quality and regulatory requirements.

Santhosh told TechCrunch the platform deploys specialized AI agents — software systems assigned to distinct functions such as research, manufacturing and quality control.

"Each of these agents is basically solving for what [a customer] would want, working backward from the customer's requirement," Santhosh said. "This helps us move a lot faster and remember customer context even for future references."

A team of in-house scientists and engineers — roughly 70 scientists out of about 340 total employees — oversees production across a network of more than 500 manufacturing facilities. Whether an agent-coordinated network of third-party factories can consistently hit the quality bar that in-house plants provide remains the open question; Scimplify's recent EBITDA performance is its current answer.

What do the numbers say about the business?

Scimplify has reached an annualized revenue run rate of about $200 million, triple the level of a year earlier, according to Santhosh. The company serves more than 1,000 customers and has delivered products to more than 40 countries. It targets a $400 million run rate over the next year — a doubling that would require sustaining this year's growth pace.

The U.S. is the growth engine. Scimplify's annualized revenue run rate in the American market rose sixfold to about $60 million, up from $10 million a year ago, Santhosh said. The U.S. now accounts for roughly 30% of the business. Customers outside India collectively contribute more than half of revenue, compared with less than 5% about 18 months ago.

The company says it has been EBITDA-positive (earnings before interest, taxes, depreciation and amortization — a profitability measure that excludes several major cost categories) for the past two months and expects to turn profitable after tax this month. Two months of positive EBITDA is a thin track record; the after-tax claim is a forecast, not a result.

Energy, electronics and defense now generate about 45% to 50% of revenue, up from less than 15% a year ago. Santhosh attributes the shift to AI-driven demand for electronics and energy-infrastructure materials, plus defense demand fueled by ongoing wars. In plain words: the geopolitics that made Chinese supply chains a liability has become Scimplify's largest revenue driver.

Where does the money go?

Scimplify plans to deploy about $7.5 million of the new funding toward U.S. expansion, including building out its manufacturing network, Santhosh said. Another $2 million is earmarked for further development of Scinode. The remainder of the $25 million sits unallocated in the company's public statements — a notable gap, though war chests for working capital are common in capital-intensive manufacturing.

About 90% of Scimplify's manufacturing currently takes place in India. The company plans to expand its production network to the U.S. and Japan over the next year to attract more customers in both markets. Most of its workforce remains in India, with local teams in the U.S., Japan, Indonesia and the UAE.

The customer list carries weight: Japanese electronics manufacturer TDK, German chemicals group BASF, and Hitachi — the corporate parent of the round's lead investor. That overlap between investor and customer cuts both ways; it signals genuine commercial traction while raising the usual questions about strategic dependence.

Santhosh cited a TDK project as proof the startup can shorten development and delivery timelines for specialty materials, without specifying which material or how long that project took.

Can it actually displace Chinese supply?

Scimplify is working on producing tungsten derivatives from scrap, offering an alternative source for a material whose supply is heavily concentrated in China. It is also developing rare earth materials, another category where global supply chains remain deeply dependent on Chinese production and processing.

Tungsten recycling and rare earth alternatives are two of the most contested corners of the critical-materials map. Both have defeated better-funded Western efforts before. Scimplify's advantage, if it holds, is the asset-light model: process development in-house, production outsourced to a 500-facility partner network.

The company does not disclose which rare earth materials it is working on, at what purity, or at what cost relative to Chinese supply. Until it does, the displacement claim rests on velocity — and velocity is the one metric Scimplify documents well.

The next test is whether a $400 million run rate and after-tax profitability arrive on schedule, and whether U.S. and Japanese factories can replicate what 90%-Indian manufacturing has so far delivered.

Original: scimplify.com

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News editor covering people, launches and day-to-day practice in artificial intelligence and machine learning at AI In Context.

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