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.

Significant Headcount Growth

About Interface

Simplify's Rating
Why Interface is rated
C
Rated C 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

  • Entrepreneurs First reported 10,800 errors found across three sites in two and a half months.
  • TechCrunch on November 21, 2025 said Interface targets safer heavy industry operations.
  • Interface is expanding across North and South America after its November 2025 seed round.

What critics are saying

  • Heavy-industry buyers demand proof after incidents; one false recommendation can kill Interface contracts.
  • SAP, Enablon, and Cority already own compliance workflows Interface must displace by 2026.
  • The 2025 startup still lacks public logos, making existential churn risk high before 2027.

What makes Interface unique

  • Interface uses LLMs to audit procedures against regulations, drawings, and policies.
  • Thomas Lee Young and Aaryan Mehta launched Interface in 2024 for energy workflows.
  • Defy led Interface's $3.5 million seed round in November 2025.

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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

18%

1 year growth

30%

2 year growth

30%
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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