---
title: "AISI ChemBio - LLM Benchmarking (Chem)"
ocid: "ocds-h6vhtk-048a68"
canonical_url: "https://d3tenders.com/contract/?ocid=ocds-h6vhtk-048a68"
markdown_url: "https://d3tenders.com/contract/ocds-h6vhtk-048a68.md"
json_url: "https://d3tenders.com/contract/ocds-h6vhtk-048a68.json"
source: "Find A Tender Service"
current_stage: "Award"
buyer: "DESNZ & DSIT GROUP COMMERCIAL"
published: "2025-02-17"
---

# AISI ChemBio - LLM Benchmarking (Chem)

Buyer: DESNZ & DSIT GROUP COMMERCIAL  
Current stage: Award  
OCID: ocds-h6vhtk-048a68

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## Summary

The DESNZ & DSIT Group Commercial is seeking a supplier for the "AISI ChemBio - LLM Benchmarking (Chem)" project in the industry category of Research and Development Services and Related Consultancy Services. The procurement stage is at the Award stage, with a contract awarded to Deloitte LLP on 10th February 2025, amounting to £950,000. The project location is within the UK, and the procurement method utilised is an open procedure. The tender involved the development and deployment of an automated benchmarking suite and support for human uplift studies in chemistry and biology.

This tender offers significant opportunities for businesses specializing in research and development services, particularly those with expertise in chemistry, biology, and AI system evaluations. Companies capable of developing evaluation methodologies, automated grading systems, and supporting compliance evaluations would be well-suited to compete. The project also includes potential subcontracting opportunities for wet lab studies, making it attractive for businesses with relevant laboratory capabilities and expert personnel.

## Notice

AISI requires a Supplier to help develop it evaluations related to chemistry and biology (CB). The Supplier will help deploy and expand its automated benchmarking suite and support its human uplift studies related to biological capabilities. Supplier(s) will develop questions or tasks, develop grading rubrics, and provide expert human baselines and expert human grading. For each deliverable, AISI will provide detailed guidance.

### Lot Information

Lot 1

AISI requires a Supplier to help develop it evaluations related to chemistry and biology (CB). The Supplier will help deploy and expand its automated benchmarking suite and support its human uplift studies related to biological capabilities. Supplier(s) will develop questions or tasks, develop grading rubrics, and provide expert human baselines and expert human grading. For each deliverable, AISI will provide detailed guidance.

Renewal: This Contract may be extended by 6 months with both Buyer and Supplier approval

## Key Details

| Field | Value |
| --- | --- |
| Publication source | Find A Tender Service |
| Latest notice | https://www.find-tender.service.gov.uk/Notice/005318-2025 |
| Notice type | Tender Notice |
| Procurement type | Standard |
| Procurement category | Services |
| Procurement method | Open |
| Procurement method details | Open procedure |
| Tender suitability | Not specified |
| Awardee scale | Large |
| All stages | Tender, Award |

## Dates

| Field | Value |
| --- | --- |
| Publication date | 17 Feb 2025 |
| Submission deadline | 13 Sep 2024 |
| Future notice date | Not specified |
| Award date | 10 Feb 2025 |
| Contract period | Not specified |
| Recurrence | Not specified |

## Values

| Field | Value |
| --- | --- |
| Tender value | £950,000 |
| Lots value | Not specified |
| Awards value | Not specified |
| Contracts value | £950,000 |

## Status

| Field | Value |
| --- | --- |
| Tender status | Complete |
| Lots status | Cancelled |
| Awards status | Active |
| Contracts status | Active |

## Buyer

| Field | Value |
| --- | --- |
| Main buyer | DESNZ & DSIT GROUP COMMERCIAL |
| Locality | LONDON |
| Post town | South West London |
| Postcode | N/A |
| Country | England |
| ITL 1 | TLI London |
| ITL 2 | TLI3 Inner London - West |
| ITL 3 | TLI35 Westminster and City of London |
| Local authority | Westminster |
| Electoral ward | St James's |
| Westminster constituency | Cities of London and Westminster |
| Delivery location | Not specified |

## Supplier

| Field | Value |
| --- | --- |
| Number of suppliers | 1 |
| Supplier names | DELOITTE |

## CPV Codes

### Divisions

- 73 - Research and development services and related consultancy services

### Codes

- 73000000 - Research and development services and related consultancy services

## Release History

- 17 Feb 2025 at 11:04 - Award - Award Notice - https://www.find-tender.service.gov.uk/Notice/005318-2025
- 13 Aug 2024 at 12:40 - Tender - Tender Notice - https://www.find-tender.service.gov.uk/Notice/025623-2024

## Notice URLs

- http://www.uksbs.co.uk/services/procure/contracts/Pages/default.aspx
- https://beisgroup.ukp.app.jaggaer.com/
- https://www.aisi.gov.uk/
- https://www.gov.uk/government/publications/public-procurement-review-service-scope-and-remit

## Provenance

This Markdown file is an alternate public rendering of the D3 Tenders contract record. The canonical page is https://d3tenders.com/contract/?ocid=ocds-h6vhtk-048a68. The underlying structured data is available as OCDS JSON at https://d3tenders.com/contract/ocds-h6vhtk-048a68.json.