What Formulate Robotics does

Formulate Robotics, founded in 2019 and headquartered in Mountain View, California, is building an AI-native platform that translates natural-language prompts into physical, chemistry-based manufactured products. The company's stated architecture, described as "prompt-to-matter," combines a foundational AI model with an MCP/API layer that allows AI agents to design formulations and orchestrate robotic manufacturing execution. The platform targets enterprise customers in personal care, consumer packaged goods, and broader manufacturing, with two parallel go-to-market tracks: Gen 3 Platform Leasing, structured as a subscription offering for customers who want to operate the system themselves, and Contract Manufacturing Services delivered through the Formulate Labs sub-brand for customers who want managed production. A third sub-brand, Formulate Consumer Innovation, points to downstream consumer brand activity beyond pure enterprise software.

The company is pre-launch, with commercial availability planned for 2026, and operates with a team of 11-50 employees including CEO Osmaan Shah, CTO Chris Schmich, and Chief Scientist Tammy Lisi. To date Formulate has raised roughly $3.6M across a 2022 round (approximately $2.2M from Digital Disrupt, LAUNCH, and The Syndicate.com) and a July 2025 round of approximately $1.39M, and is actively hiring across engineering, AI/ML, product, and sales while building a remote commercial team ahead of launch. There are no disclosed customers, revenue, or ARR figures, so commercial traction cannot yet be evaluated; the principal observable signals are capital cadence, hiring breadth, sub-brand expansion, and a stated launch timeline.

Name

Formulate Robotics

Legal name

Formulate Robotics

Website

https://formulaterobotics.com

Company type

Private

Founded year

2026

Operating status

Operating

Headcount range

11–50 employees

Short description

Formulate Robotics builds an AI-native, prompt-to-matter platform that lets AI agents design chemistry-based products and orchestrate robotic manufacturing, serving enterprise brands in personal care, CPG, and manufacturing via subscription platform leasing and contract manufacturing services ahead of a planned 2026 launch.

Ownership category

akta.pro rank

Product category

Industrial Robotics & AI-Driven Manufacturing Platforms

NAICS

Other General Purpose Machinery Manufacturing (3339), Packaging Machinery Manufacturing (333993), Instruments and Related Products Manufacturing for Measuring, Displaying, and Controlling Industrial Process Variables (334513)

SIC

General Industrial Machinery & Equipment (3560), Special Industry Machinery (No Metalworking Machinery) (3550)

akta.pro primary industry

Industrial Robots (Articulated, SCARA, Delta, Cartesian) (IMAHAHAA)

akta.pro secondary industries

Industrial & Warehouse Robotics (HDAAAIAA), Industrial Robotics & Cobots (IMAIAMAB), Prompt Engineering, Orchestration & LLMOps Tooling (HDAAACAD), Robotic Process Automation (RPA) & Digital Robotics (HDAAAIAI)

Keywords

• AI-driven manufacturing
• Robotic manufacturing platform
• Prompt-to-matter platform
• Contract manufacturing services
• Chemistry-based formulation automation

Headquarters

HQ city

Mountain View

HQ country

United States

HQ region

North America

Offices5 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations

Revenue model

1. Gen 3 Robotics Platform Leasing: Leasing of next-generation robotics manufacturing platform to customers. Platform combines robotics hardware, software orchestration, and AI-driven optimization systems. Customers gain access to adaptive, programmable manufacturing capabilities without capital investment.
2. Contract Manufacturing Services: Contract manufacturing operations (Formulate Labs) offering AI-driven production systems for brands and manufacturers. Customers access next-generation manufacturing capabilities through service contracts rather than platform ownership.
3. Enterprise Software and Platform Access: Software orchestration, data pipelines, and platform access bundled with hardware platform, creating recurring revenue through enterprise licensing and support.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels4 records

Core offering

Formulate Robotics builds the foundational AI model and prompt-to-matter platform for chemistry-based products—an MCP/API layer that enables prompts and AI agents to design, formulate, and orchestrate robotic manufacturing. It sells this capability to enterprise brands and manufacturers via Gen 3 robotics platform leasing and through Formulate Labs contract manufacturing services.

Product overview

Formulate Robotics is building a foundational AI model and prompt-to-matter platform for chemistry-based products — a unified system combining an MCP/API layer with robotics manufacturing. The portfolio consists of the Gen 3 Manufacturing Platform (the core robotics and AI-driven manufacturing system), complemented by Formulate Labs (contract manufacturing services) and Formulate Consumer Innovation (consumer division). The platform integrates hardware, automation, software orchestration, and AI optimization layers to enable AI agents to design, formulate, and orchestrate robotic manufacturing.

Differentiator

Problem solved

Functional benefit

Brands

• Formulate Labs: Manufacturing Platform division of Formulate Robotics, focused on Gen 3 robotics manufacturing platform.
• Formulate (Consumer Innovation)

Products and services

• Gen 3 Manufacturing Platform A next-generation robotics manufacturing platform spanning hardware, automation, software orchestration, and deployment workflows. It combines robotics hardware, manufacturing infrastructure, software orchestration, and AI-driven optimization systems, enabling AI agents and prompts to design, formulate, and orchestrate robotic manufacturing of chemistry-based products. Sold to enterprise brands and manufacturers via subscription-based leasing.
• Formulate Labs (Contract Manufacturing Services) Contract manufacturing operations offering AI-driven production services for brands requiring formulation and manufacturing capabilities for chemistry-based products. Customers access next-generation manufacturing through service contracts with full production support from discovery through delivery.

Quantifiable outcome

• Manufacturing nodes function as environments where the system learns how chemistry behaves in the real world
• +1 more outcomes

Named customers3 records

Segments3 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability4 records

Feature6 records

Scale indicators3 records

Recent moves6 records

Expansion highlights5 records

Emerging players

• Vention: Vention provides a cloud-based manufacturing automation platform for designing and deploying robotic cells. Comparable in software-orchestrated industrial robotics deployment for manufacturers.
• Multiply Labs: Multiply Labs uses robotic and AI-driven systems for pharmaceutical and chemistry-based manufacturing. Comparable in targeting chemistry/regulated manufacturing with robotic automation, though focused on pharma rather than CPG/personal care.
• Elementary Robotics: Elementary Robotics builds AI-powered quality inspection and automation for manufacturing. Comparable in combining AI and robotics for factory floors, though narrower scope than Formulate's full-stack chemistry manufacturing vision.
• Path Robotics: Path Robotics applies AI and computer vision to industrial robotic welding and manufacturing processes. Comparable in AI-orchestrated robotics for industrial production, though focused on metalworking rather than chemistry.

Broad incumbents

• ABB: ABB is a global industrial robotics and automation leader serving manufacturing, process industries, and CPG. Broad incumbent peer whose robotics portfolio and process automation overlap with Formulate's Gen 3 platform ambitions.
• KUKA: KUKA is a major industrial robotics and automation provider used across automotive, electronics, and consumer goods manufacturing. Broad incumbent whose robotics platform competes in the same enterprise manufacturing customer base.
• Universal Robots: Universal Robots is the leading collaborative robot (cobot) vendor for industrial automation. Broad incumbent peer in deploying robotic hardware into manufacturing environments, with overlapping enterprise customers.

Direct peers

• Bright Machines: Bright Machines builds AI-driven software-defined manufacturing and robotics automation for factories. It is a direct peer in offering programmable, software-orchestrated robotic production systems to enterprise manufacturers.
• Rapid Robotics: Rapid Robotics provides robotics-as-a-service for manufacturing, combining hardware, AI, and managed services for factory automation. Comparable business model to Formulate's Gen 3 leasing plus Formulate Labs services motion.
• Formic: Formic delivers Robotics-as-a-Service for manufacturers, offering pre-configured robotic cells on a usage-based pricing model. Direct peer in renting out AI-driven manufacturing capacity to industrial customers.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/formulaterobotics

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Funding overview

Funding rounds3 records

Investors3 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Formulate Robotics