# DeepInsight®

> DeepInsight® is an AI-powered cellular imaging analytics platform developed and operated by TEK Optima Research Limited. It turns existing brightfield microplate images into decision-grade cell counts, growth predictions, and clone rankings for cell line development.

## Key facts

- **What it is:** AI-powered cellular imaging analytics for cell line development.
- **Who it is for:** Biopharma and CDMO CLD teams selecting and characterising clones.
- **Inputs:** Existing brightfield microplate images; no new hardware, stains, or workflow changes.
- **Outputs:** Cell counts, growth prediction, recovery dynamics, spatial dynamics, clone ranking, and lineage.
- **Typical processing:** 5 to 10 minutes per plate.
- **Deployment:** Dedicated off-site, on-premise appliance, or private cloud.
- **Data ownership:** Customer data stays with the customer and is not used to train models for other customers.
- **Pricing:** Usage-based per scan, per timepoint; no minimum commitments or upfront licence fees.
- **Validation:** Trained and validated on production CLD plates against manual counts, fluorescence viability, and end-point titre.
- **Developer:** TEK Optima Research Limited, Dorset, United Kingdom.

## Key pages

- [Home](https://deepinsight.bio/): DeepInsight® — automated cellular imaging analysis powered by bespoke AI models. [Markdown](https://deepinsight.bio/index.md)
- [Platform](https://deepinsight.bio/platform): AI-powered cellular imaging analytics: cell counts, growth prediction, and clone ranking. [Markdown](https://deepinsight.bio/platform.md)
- [Research](https://deepinsight.bio/research): The science behind DeepInsight: bespoke deep-learning models for cell line development imaging. [Markdown](https://deepinsight.bio/research.md)
- [Clone View](https://deepinsight.bio/clone-view): Clone tracking and lineage workspace for structured clone selection. [Markdown](https://deepinsight.bio/clone-view.md)
- [About](https://deepinsight.bio/about): About DeepInsight and TEK Optima Research Limited. [Markdown](https://deepinsight.bio/about.md)
- [Glossary](https://deepinsight.bio/glossary): Definitions of cell line development and cellular imaging terms. [Markdown](https://deepinsight.bio/glossary.md)
- [News](https://deepinsight.bio/news): Latest news and updates from DeepInsight. [Markdown](https://deepinsight.bio/news.md)
- [Contact](https://deepinsight.bio/contact): Get in touch with the DeepInsight team. [Markdown](https://deepinsight.bio/contact.md)

## Research

- [Published paper](https://arxiv.org/abs/2607.00480): Exponential Sigmoid Equation for Modelling Cell Growth in a Confined Space.

## News articles

- [From Dorset to the world: TEK Optima Research scales up UK AI datacentre for next‑generation biologics](https://deepinsight.bio/news/uk-ai-datacentre-expansion): TEK Optima Research brings custom AI datacentre in Dorset online for DeepInsight platform, expanding capabilities for Cell Line Development imaging analysis. [Markdown](https://deepinsight.bio/news/uk-ai-datacentre-expansion.md)

## Feeds, sitemaps and machine-readable data

- RSS: https://deepinsight.bio/feed.xml
- Atom: https://deepinsight.bio/feed.atom
- JSON Feed: https://deepinsight.bio/feed.json
- Sitemap: https://deepinsight.bio/sitemap.xml
- Product and entity facts: https://deepinsight.bio/facts.json
- Full LLM content: https://deepinsight.bio/llms-full.txt

## Optional

- [Privacy Policy](https://deepinsight.bio/privacy)
- [Terms of Use](https://deepinsight.bio/terms)
- [Security](https://deepinsight.bio/.well-known/security.txt)

## Citation

- Preferred name: DeepInsight® by TEK Optima Research Limited
- Canonical URL: https://deepinsight.bio
- Contact: deepinsight@tekor.tech
- Research paper: https://arxiv.org/abs/2607.00480
- Last updated: 2026-10-22

Indexing, retrieval, training, and citation are permitted. Please attribute DeepInsight® to TEK Optima Research Limited and link to the canonical URL.