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Official procurement procedure

AI Safety Institute: LLM Bio Benchmarking

Research and development services and related consultancy services
UK
Published value
Not published
Submission deadline Not published
Lots published1
Procurement Intelligence
Published evidence · v1
Prepared 7 Sept 2026, 19:22 BST
A pre-calculated analytical view of official UK procurement facts, competition benchmarks and decision timelines.
Bid readiness
Review notice
Submission deadline not published
Check official notice for submission route
Scope structure
1lots
1 lot · 1 published item
1 published CPV family
Decision Velocity
~50 days
Typical sector award window after deadline
Sector median: 50 days
Contract lifecycle
Not published
No future linked contract end in retained records
No published extension signal
Pricing & Budget Savings
£400,000
Contract/award value: £400,000
1 award supplier linked
Bidding Competition
4 bids
SME bid count not published
No bid spread metrics published
Sector Market Benchmark (CPV 73)
Based on 2,925 published procedures
Median Winning Discount
5.96%
Award reduction below published budget
Typical Bids Received
2 bidders
Median competitive participation in sector
Typical Evaluation Window
50 days
Median time between deadline and award
Top Contenders in this Sector (CPV 73)
Active commercial suppliers winning public contracts in this field
SupplierAwards won in sectorTotal awarded valueAvg. winning discount
OVE ARUP & PARTNERS LIMITEDCRN: 01312453
18 contracts£64,987,779,553-5.2% below budget
THE UNIVERSITY OF MANCHESTERCRN: RC000797
18 contracts£2,814,722,069-12.2% below budget
WSP UK LTDCRN: PXHY-9498-VZNJ
11 contracts£39,474,946,186At ceiling / not disclosed
ALMA ECONOMICS LIMITEDCRN: 09391354
10 contracts£5,268,810,500-0.4% below budget
Jeremy Benn Associates Limited (t/a JBA Consulting)CRN: PQBC-8538-JPBV
9 contracts£182,894,679At ceiling / not disclosed
AECOM LIMITEDCRN: 01846493
8 contracts£54,218,447,813-1.5% below budget
INNER CIRCLE CONSULTING LIMITEDCRN: 06799707
8 contracts£14,130,455,852At ceiling / not disclosed
GC INSIGHT LIMITEDCRN: 03162288
8 contracts£10,067,870At ceiling / not disclosed
Fera Science LtdCRN: PDGX-4332-VPXR
8 contracts£4,296,678-0.7% below budget
KPMG LLPCRN: OC301540
7 contracts£189,240,268,000At ceiling / not disclosed
Evidence coverage
7/12 core inputs published
Standard procedure facts
Comparable published opportunities
Historic records ranked from matching published evidence. They are research comparables, not expected competitors or a price forecast.
Published procedurePublished valueMatching evidence
Independent Evaluation and Learning Partner for the NDC Support ProgrammeDESNZ & DSIT Group Commercial · 19 Aug 2026, 15:41 BST
Value not published
same CPV family
same authority
same region
Department for Transport Shared Research, Evaluation and AnalysisDepartment for Transport · 10 Aug 2026, 10:04 BST
£6,000,000
same CPV family
same region
Audit of the display of food hygiene ratings and associated business attitudesFood Standards Agency · 29 Jul 2026, 18:31 BST
Value not published
same CPV family
same region
Biomass Research ProgrammeDepartment for Energy Security & Net Zero · 19 Aug 2026, 14:17 BST
£4,080,000
same CPV family
same region
Greenhouse Gas Inventory Improvement Programme - 2  Energy, Waste, and Industrial Processes and Product UseDepartment for Energy Security & Net Zero · 3 Aug 2026, 10:57 BST
£3,010,000
same CPV family
same region
Method: tender-intelligence-v1. Values and dates are retained OCDS facts; missing source data remains unknown.
Procurement Executive Summary
AI & Search Synopsis
Generated from official OCDS record
Tenderline Synopsis: DESNZ & DSIT Group Commercial: "AI Safety Institute: LLM Bio Benchmarking". Published status: complete. Published value: Value not published. 1 published lot. Submission deadline not published. See the official notice for participation instructions.
Contracting AuthorityDESNZ & DSIT Group CommercialScope & CategoriesNot publishedSubmission Window
complete
No deadline published
Submission GatewayDirect notice routeLegal Basis & RegimeStandard procurementEstimated Value (exc. VAT)Not published
Bidder Intelligence · Authority Profile: DESNZ & DSIT Group Commercial
Market Analytics
View Authority Profile →
Derived from OCDS awards & bid statistics
Published history for DESNZ & DSIT Group Commercial. These figures describe retained records, not a forecast of bids or a measure of buyer bias.
Published-to-award variance
Not availableInsufficient comparable data
Requires at least 5 comparable procedures
Competition Density
2Bids / Report (median)
50% of reports have one bid
Supplier ConcentrationNo estimate
Insufficient attributable awardsNo concentration estimate available
Payment Terms
Check noticePublished terms
Payment obligations depend on the applicable regime and contract. Consult the official documents.
Coverage: 7 active published awards; 6 bid reports (which may be per lot). Supplier values exclude multi-supplier awards, frameworks and DPS, and use GBP only. They are published award values, not payments. Published-to-award variance compares single-lot, single-award, single-supplier GBP procedures with explicitly non-framework/non-DPS status; increases remain in the average. Unpublished data stays unknown. Awarded suppliers are winners, not all bidders.
Procedure terms
Contracting AuthorityDESNZ & DSIT Group Commercial
Procedure methodNot published
Procurement categoryNot published
Statuscomplete
Framework / DPSNot published
CompetitionNot published
Above thresholdNot published
Legal basisNot published
Tender period startsNot published
Clarification deadlineNot published
Electronic submissionNot published
Submission languagesNot published
Published2 Jul 2024, 15:14 BST
Last source update2 Jul 2024, 15:14 BST
Recurring procurementNot published
ClassificationResearch and development services and related consultancy services
Delivery area
UK
OCIDocds-h6vhtk-047931
What is being bought
The Artificial Intelligence Safety Institute (AISI) ran a tender through CCS RM6200 AI DPS to develop a suite of automated benchmarks which capture the full range of relevant ChemBio LLM capabilities.
What changed
From the official release history
  1. Status changed to complete
    2 Jul 2024, 15:14 BST
  2. Official notice release published
    2 Jul 2024, 15:14 BST
  3. Buyer information updated
    2 Jul 2024, 15:14 BST
Lots and requirements (1)
Published by the contracting authority
  • Lot 1 · #1
    Individual lot title not published
    cancelled
    Published valueNot published
    The Artificial Intelligence Safety Institute (AISI) ran a tender through CCS RM6200 AI DPS to develop a suite of automated benchmarks which capture the full range of relevant ChemBio LLM capabilities.
    Contract periodNot published
    EligibilityNot published
    Options / renewalNot published
Timeline
  1. Procedure published
    2 Jul 2024, 15:14 BST
  2. Award active
    Not published · Not published
  3. Contract active
    Signed 2 Jul 2024, 00:00 BST · £400,000
Commercial outcome and competition
Awards
Deloitte LLP
Not published · Not published · active
Contracts
Contract
£400,000 · signed 2 Jul 2024, 00:00 BST · active
Bid statistics
bids: 4 (lot 1)
Buyer and organisations in this procedure

DESNZ & DSIT Group Commercial

Contracting authority GB-FTS-114034
View buyer profile

  • DESNZ & DSIT Group Commercial
    buyer

    London, UK
    [email protected]

  • Deloitte LLP
    supplier

    London, UK

  • High Court of Justice
    reviewBody

    Westminster, London
Documents (0)
Official links; attachments are not copied
No data
No linked documents are published
Related procedures (0)
No data
No related procedures published
Planning and rationale
Planning budgetNot published
No-engagement rationaleNot published
Procedure rationaleTendered via CCS RM6200 AI DPS - no opportunity notice required