# Benchling

> AI-powered biotech platform that unifies lab notebooks, data management, and experiment automation for accelerated research

- **Canonical URI:** https://www.vioscale.ai/software/benchling
- **Category:** Lab Information Systems
- **Homepage:** https://www.benchling.com
- **Also known as:** benchling
- **Profile claimed by vendor:** no
- **Last updated:** 2026-08-21T16:52:40.795Z

## Vioscale score

**44.4 / 100**, confidence 60% (medium). Computed 2026-09-01.

Composite of weighted, independently-sourced signals (no user reviews, no vendor payment).

| Signal | Score | Weight | Contribution | Evidence present |
|---|--:|--:|--:|:--:|
| price_level | 0 | 0.052 | 0 | - |
| reliability | 49.5 | 0.073 | 3.6 | ✓ |
| capabilities | 91.6 | 0.04877777777777778 | 4.5 | ✓ |
| integrations | 33 | 0.04066666666666666 | 1.3 | ✓ |
| security_posture | 65 | 0.073 | 4.7 | ✓ |
| pricing_transparency | 0 | 0.084 | 0 | ✓ |

## Pricing

_As of 2026-08-21, [verify at source](https://www.benchling.com/pricing). Independently observed._

Quote-based

> Custom enterprise solutions; contact sales for pricing

## About

A cloud-based software platform designed for biotech R&D that centralizes experimental data, automates workflows, and integrates AI agents to help scientists design experiments, capture results, and build on findings across the research lifecycle.

_Independently observed._

## Platform & deployment

- **Platforms:** Web
- **Deployment:** Cloud / SaaS

## Integrations (13)

_Independently observed._

- SharePoint
- Snowflake
- Notion
- Elicit
- GXL
- Amazon S3
- Nextflow
- JMP
- Pluto
- OpenAI
- Anthropic
- Amazon Bedrock
- Google Vertex AI

## Capabilities

_The capabilities that matter for Lab Information Systems. "-" = undocumented, not absent._

| Capability | Supported |
|---|:--:|
| **Capabilities** | |
| Deployment model | Cloud web app |
| Barcode and rfid sample tracking chain of custody | ✗ |
| Biotech rd and electronic lab notebook eln | ✓ |
| Clinical pathology and HL7 EHR reporting | ✗ |
| Manufacturing qa qc batch release testing | ✓ |
| Fda 21 cfr part 11 gxp compliance | ✓ |
| Physical equipment maintenance and calibration logging | ✓ |
| Chemical reagent inventory and sds tracking | ✓ |
| Bioinformatics dna crispr sequence analysis | ✓ |
| HIPAA baas business associate agreement | ✗ |
| SOC2 type ii | ✓ |
| ISO 27001 | ✓ |
| Pricing model | Enterprise deployment quote |

## Facts

Every value below carries its source and our confidence. Facts are re-crawled on a freshness schedule.

### integrations

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| integrations.count | 13 | [link](https://www.benchling.com/pricing) | 2026-08-21 | 60% (medium) |

### market

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | [link](https://www.benchling.com/pricing) | 2026-08-21 | 75% (high) |

### pricing

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| pricing.free_tier | no | [link](https://www.benchling.com/pricing) | 2026-08-21 | 60% (medium) |
| pricing.model | quote | [link](https://www.benchling.com/pricing) | 2026-08-21 | 60% (medium) |
| pricing.price_level | unknown | [link](https://www.benchling.com/pricing) | 2026-08-21 | 60% (medium) |
| pricing.transparent | no | [link](https://www.benchling.com/pricing) | 2026-08-21 | 60% (medium) |

### reliability

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| reliability.sla_pct | 99.99 | [link](https://www.benchling.com/pricing) | 2026-08-21 | 60% (medium) |

### security

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| security.iso27001 | yes | [link](https://www.benchling.com/blog/protect-your-rd-with-lock-and-key-data-security-and-compliance-in-the-digital-age) | 2026-08-21 | 75% (high) |
| security.soc2 | yes | [link](https://www.benchling.com/blog/protect-your-rd-with-lock-and-key-data-security-and-compliance-in-the-digital-age) | 2026-08-21 | 75% (high) |

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*Source: Vioscale (https://www.vioscale.ai/software/benchling). Independent, evidence-based software intelligence. Cite the canonical URI.*