Interface

Interface

AI-native management system for energy operations

Overview

Interface offers an AI-native management system for asset-heavy industries such as energy, manufacturing, and transportation. It acts as an intelligence layer over operational data to guide teams in safety and compliance, with features like Automated Procedure Management, Seamless Compliance, and an AI-enabled Field Guide that turns static documents into step-by-step instructions. The system works by auditing and rewriting procedures, monitoring regulatory rules like OSHA and BSEE, and using accident history to update procedures and prevent repeating past incidents. Its goal is to reduce safety gaps, keep operations compliant, and maintain uptime by automating document generation, permits, and incident management.

About Interface

Simplify's Rating
Why Interface is rated
C+
Rated B on Competitive Edge
Rated B on Growth Potential
Rated D+ on Differentiation

Industries

Data & Analytics

Energy

Enterprise Software

AI & Machine Learning

Company Size

11-50

Company Stage

Seed

Total Funding

$3.5M

Headquarters

San Francisco, California

Founded

2024

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Simplify's Take

What believers are saying

  • Interface closed $3.5 million seed in November 2025, led by defy.vc.
  • A Canadian energy customer signed a $2.5 million annual contract, validating urgency.
  • Its system identified 10,800 errors across three sites in 2.5 months.

What critics are saying

  • Enablon, AVEVA, Hexagon, and Maximo already own enterprise safety and asset budgets.
  • Interface has only $3.5 million seed capital, limiting sales, compliance, and product runway.
  • A single failed deployment or safety error in 2026 could kill trust and deals.

What makes Interface unique

  • Interface targets oil and gas procedures, permits, JSAs, and MOC with AI automation.
  • Thomas Lee Young says early customers are in oil and gas, the hardest market.
  • Interface integrates accident history into procedure updates, unlike generic EHS and EAM suites.

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Funding

Total Funding

$3.5M

Meets

Industry Average

Funded Over

1 Rounds

Seed funding is usually the first official round after pre-seed, when a startup has a prototype or concept. It’s typically used to develop the product, test the market, and start building the team. Investors here are often angel investors or early-stage venture capitalists.
Seed Funding Comparison
Meet Average

Industry standards

$3.3M
$2M
Netflix
$2.3M
Instacart
$3M
Robinhood
$3.5M
Interface

Benefits

Remote Work Options

Company Equity

Employee Referral Bonus

Growth & Insights and Company News

Headcount

6 month growth

-8%

1 year growth

-8%

2 year growth

-8%
FinSMEs
Nov 24th, 2025
Interface Secures $3.5M Seed Funding

Interface, a San Francisco-based AI-powered industrial safety platform provider, raised $3.5M in Seed funding. Investors include defy.vc, Precursor Ventures, Rock Yard Ventures, and angel investors like Meta board member Charlie Songhurst. The company is collaborating with large energy firms in the US and Canada and is exploring expansion into Guyana and Brazil. Co-founded by Thomas Lee Young and Aaryan Mehta, Interface aims to enhance safety and efficiency in critical industries.

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