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Interface

AI-native management system for energy operations

Overview

Interface provides an AI-native management system for the energy and asset-heavy industries to manage procedures, permits to work, JSAs, incident investigations, and MOC with real-time guidance and automated audits. It works by acting as an intelligence layer over operational data, automatically auditing and rewriting procedures and cross-checking safety and regulatory requirements through features like Automated Procedure Management, Seamless Compliance, and an AI-Enabled Field Guide. It differentiates itself by integrating accident history to prevent repeated incidents, targeting OSHA and BSEE compliance, and automating environmental permitting and hazard identification within a single platform. Its goal is to reduce safety gaps, ensure regulatory alignment, and keep operations running smoothly by delivering safer, more compliant, and efficient workflows.

Significant Headcount Growth

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About Interface

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

Industries

Data & AnalyticsEnergyEnterprise SoftwareAI & Machine Learning

Company Size

1-10

Company Stage

Seed

Total Funding

$3.5M

Headquarters

San Francisco, CA

Founded

2024

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Simplify's take

What believers are saying

  • On October 3, 2026, Interface added digital-twin editing and AI compliance mapping.
  • Its site lists SOC 2 Type 2 certification, easing enterprise security reviews.
  • The company says it supports OSHA, AER, and ANP Brazil workflows across North America.

What critics are saying

  • Oil-and-gas budgets swing with crude prices, delaying deployments and contract expansions.
  • Enterprise buyers can duplicate document-audit features using Microsoft, Palantir, or SAP tools.
  • If one major operator rejects AI-written procedures after an incident, Interface's credibility breaks.

What makes Interface unique

  • Interface unifies procedures, permits, and compliance records into one governed system.
  • Its AI edits digital twins and rewrites procedures with field evidence loops.
  • Founders Thomas Lee Young and Aaryan Mehta combine heavy-industry and AI backgrounds.

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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
$2.3M
$3M
$3.5M

Benefits

  • Remote Work Options
  • Company Equity
  • Employee Referral Bonus

Company News

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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