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The Biological Computing Co.

Living neural networks augment AI models

Overview

The Biological Computing Co. develops bio-computing that combines living neurons with silicon-based AI to boost AI performance, efficiency, and scalability. It encodes real-world data into living neural networks and decodes the resulting activity into richer representations that are then fed into AI models through modular Biological Adapters, while also offering an Algorithm Discovery Platform to explore biology-informed architectures. Unlike traditional silicon-only AI, it uses wetware as part of its stack and emphasizes adapters that translate neural signals into AI-friendly data. Its goal is to provide practical bio-computing infrastructure that delivers higher AI accuracy with less training and enables continuous learning.

Significant Headcount Growth

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About The Biological Computing Co.

Simplify's Rating
Why The Biological Computing Co. is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & AnalyticsAI & Machine LearningBiotechnologyHealthcare

Company Size

11-50

Company Stage

Seed

Total Funding

$25M

Headquarters

San Francisco, California

Founded

2022

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Simplify's Take

What believers are saying

  • AWS gave select customers limited preview access on September 22, 2026.
  • Atish Banerjea joined October 5, 2026, sharpening enterprise infrastructure credibility.
  • TBC raised $52.5 million total and grew to roughly 35 employees by September 2026.

What critics are saying

  • Independent benchmarks do not exist; AWS customers still test a limited preview.
  • Biology labs fail harder than software; cell viability and electrode drift threaten uptime.
  • If customers reject wetware, TBC becomes a curiosity, not infrastructure.

What makes The Biological Computing Co. unique

  • TBC pairs living neurons with silicon, not imitation neuromorphic chips.
  • Its September 2026 AWS launch packaged neuron-derived video optimization inside SageMaker and Marketplace.
  • TBC claims first paid biological compute transaction after its February 2026 seed round.

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Funding

Total Funding

$25M

Above

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
Above Average

Industry standards

$3.3M
$2M
$2.3M
$3M
$25M

Growth & Insights and Company News

Headcount

6 month growth

3%

1 year growth

3%

2 year growth

3%
PR Newswire
Oct 15th, 2026
TBC's neuron-derived AI video technology named to TIME's Best Inventions of 2026

The Biological Computing Co. (TBC), a San Francisco company that uses living neurons to improve AI models, has been named to TIME's Best Inventions of 2026. The company announced the recognition on October 15, 2026. The award honours a software adapter, TBC's first commercial product. It applies findings on how living neurons process information to make existing AI video models faster and cheaper to run, on the same silicon and infrastructure customers already use. "The brain is the most efficient computer we know, and we're learning directly from it to build better AI," said Alex Ksendzovsky, co-founder and chief executive officer. He said the platform could extend beyond video to other AI models. TIME judges entries on originality, efficacy, ambition, and impact.

San Francisco Biotechnology Network
Oct 5th, 2026
Former meta and NBC universal CIO atish banerjea joins The Biological Computing Co. (TBC) as strategic advisor.

Former meta and NBC universal CIO atish banerjea joins The Biological Computing Co. (TBC) as strategic advisor. Banerjea will help TBC define the infrastructure roadmap from neuron-derived AI inference optimization to real-time inference and biological compute SAN FRANCISCO, Oct. 5, 2026 /PRNewswire/ - The Biological Computing Co. (TBC), an applied biological computing company that uses real...

PR Newswire
Oct 5th, 2026
Former Meta CIO Atish Banerjea joins biological computing startup TBC as strategic advisor

The Biological Computing Co. (TBC) has appointed Atish Banerjea, former CIO of Meta and NBCUniversal, as Strategic Advisor for Real-Time Inference and Biological Compute. Banerjea will help define TBC's infrastructure roadmap from neuron-derived AI optimisation to biological computing systems where real neurons work alongside silicon. TBC uses real neurons in its discovery process to improve AI models, starting with generative video and world models. The company has raised $52.5 million to date, including a $25 million seed extension led by Builders VC, with Wonder Ventures, Jeff Dean, and Tusk Ventures participating. Banerjea will establish a roadmap covering systems architecture, infrastructure strategy, and technical milestones, whilst advising on partnerships with cloud providers and hardware partners.

Nikkei Asia
Sep 22nd, 2026
Amazon taps TBC to make AI models faster, cheaper with human neurons

Amazon has partnered with The Biological Computing Co. (TBC) to develop faster and more cost-effective AI models using biological neurons. The startup operates a San Francisco laboratory where approximately 100,000 neurons, extracted from rat brains and cultivated from human skin cells, are integrated with 4,096 electrodes in culture dishes. TBC's new artificial intelligence model aims to accelerate video generation speeds by fivefold. The collaboration represents Amazon's effort to enhance AI performance through biological computing technology, which combines living neural tissue with traditional computing infrastructure. The partnership highlights growing interest in alternative computing approaches as companies seek more efficient methods for processing complex AI workloads, particularly in computationally intensive applications like video generation.

PR Newswire
Sep 22nd, 2026
TBC and AWS partner to launch neuron-derived AI video model with 5x faster inference at 80% lower cost

The Biological Computing Co. has partnered with Amazon Web Services to bring its neuron-derived AI video model to market. The San Francisco-based company uses measurements from living neural activity to optimise AI models. TBC's text-to-video model delivers 80% lower inference costs and 5x faster generation compared to the base model, whilst improving quality. The optimisation uses a lightweight software layer derived from real neurons, adding less than 0.1% to the underlying model and running on conventional AI infrastructure. The collaboration will see TBC run its model on AWS Trainium and make it deployable through Amazon SageMaker AI. The company plans commercial distribution through AWS Marketplace. TBC aims to apply its biological computing process to additional AI models and architectures.

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