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Instrumental

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Ship hardware products on time with high-resolution manufacturing data

Palo Alto, United StatesFounded 2015AI
Valuation $250–500M Last recorded · 2022
Revenue $10–50M Latest reported FY
Headcount 100–500 Current team size
Total funding $50–100M Disclosed equity funding
Unlock exact values This page shows ranges. Dealroom has the exact numbers for Instrumental and the history behind them.

About Instrumental

Instrumental.com is a tech startup that operates in the manufacturing sector, providing a unique solution to streamline and optimize the production process. The company's primary offering is an AI-powered platform that collects and analyzes data from various stages of the manufacturing process. This data is then used to identify defects and potential issues in real-time, allowing manufacturers to address problems promptly and avoid unnecessary builds and tests.

The platform serves a broad range of clients, including those in the industrial and communication electronics sector, as well as the aerospace industry. It is particularly beneficial for businesses that require a high level of precision and quality control in their manufacturing processes.

Instrumental's business model is based on a subscription service, where clients pay to access the platform and utilize its AI capabilities. The platform is continuously learning and improving, requiring only five units to get started. This makes it a cost-effective solution for manufacturers looking to improve their production efficiency and product quality.

The company's solution also promotes transparency in the manufacturing process. Clients have reported feeling as though they were physically present in their factories due to the level of detail and insight provided by Instrumental's platform. This transparency leads to improved collaboration and faster decision-making, ultimately resulting in cost savings and improved customer satisfaction.

Source: Dealroom company data

At a glance

Status
Operational
Founded
2015
Headquarters
Palo Alto, United States
Employees
91
Open positions
15
Dealroom signal
81.0/100
Industry
Enterprise Software
Sector
AI, Core AI, Industrial Technology, Industrial Analytics, Manufacturing Tech, Manufacturing, Hard Tech, AI Applications
Technology
Artificial Intelligence, Hardware, Big Data
Business model
SaaS
Client focus
b2b

Funding history

6 recorded events

Company financing events and reported valuations.

Deal typeDateAmountValuationInvestorsSource
LATE VCOther financing Mar 2026 $0 — Root Ventures · NVentures ↗
SERIES COther financing Feb 2022 $50M $200M Canaan · Balyasny Asset Management · Root Ventures · Eclipse Ventures ↗
Showing the latest 2 of 6 recorded eventsBook a demo for the full funding history →

Financials

Revenue over time

Revenue, earnings and other financial measures where available. Years marked “E” are estimates.

YearRevenueGrowth
2026
2025
2024
2023
2022
2021
2020 —
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Growth signals

Instrumental website traffic

Latest recorded traffic for Instrumental is 16K monthly website visits, down 27.3% over the last three months. Instrumental's team grew 16.7% over the past year.

Latest monthly visits16K 3-month web change-27.3% 1-year team growth+16.7%
Summary metrics are public; monthly history is available with a demoCompare with peers →

Similar companies

Closest operating peers by Dealroom taxonomy

Company identity and context are open; selected comparison metrics preview what is available on the platform.

Showing 8 of the closest matchesCompare every metric →

Investments and acquisitions

Capital deployed

Recent portfolio relationships for companies that also act as investors or acquirers.

Investors

6 investors on the cap table

From Dealroom's funding and investor records, grouped by the round each investor first entered.

Seed1 investor entered at this stage

Series A3 investors entered at this stage

Series B and later2 investors entered at this stage

  • Balyasny Asset Management
  • NVentures
Team profiled 19 named & role-tagged
Founders Hidden — book a demo/100 quality score
Key operators 3 quality Hidden — book a demo/100
Potential founders Hidden — book a demo likely future founders
Startup mafia Hidden — book a demo alumni-founded startups
Talent movements Hidden — book a demo in · Hidden — book a demo out past 12 months

Source: Dealroom Talent Intelligence.

Global footprint

Workforce and web traffic by country
Workforce by country
4 countries with
team presence
🇺🇸 United States91.8%
🇲🇽 Mexico3.3%
🇨🇳 China3.3%
🇵🇹 Portugal1.6%
4 countries shown

Market sentiment

Posts on X, past 7 days

An AI-synthesised read of the highest-engagement posts about Instrumental on X, ranked by likes and reposts, corporate channels excluded.

Reading the room on X — pulling top posts and synthesizing themes…

Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour

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