Find a TenderPlanned procurementPreliminary market engagement notice
Published 13 Feb 2026, 14:11 GMT

Official UK procurement notice

AI Tutoring Tools for Education

Authority: Department for Education (Central government)

ServicesAbove thresholdSME suitableVCSE suitable
Sectors: IT Services & Software (72) Delivery: UK
Planned pipeline value£1,500,000pipeline notice, not a live tender
Tender notice expected 11 Mar 2026from the planned procurement notice
Contract term 1 yr 11 moends 14 May 2028 · up to 14 May 2029 with extensions · starts 15 Jun 2026

What is being bought

Published requirement description

Purpose of the Engagement

The Department is engaging with the market to gather insight that will help shape thinking around the development of safe, curriculum‑aligned AI tutoring tools. This work follows the government’s commitment to explore how AI‑powered tutoring tools, co‑designed with teachers and aligned to the National Curriculum could support disadvantaged pupils and complement high‑quality teaching.

CPV: Information technology services

The lotProcurement structure

single lot · no lot value published
Lot #1PlannedRenewal 1 yr 11 moSMEVCSE
Contract period: 15 Jun 2026 – 14 May 2028 (1 yr 11 mo) · up to 14 May 2029 with extensions
Delivery: UKEligibility: SME eligibleVCSE eligible
Extensions: Extension options published

Who is likely to bid for this lot ↓

Pipeline intelligence · planning stage: how this market runs before the tender is published

How Department for Education buys Systems and technical consultancy services (CPV 7222), and who usually turns up

Department for Education’s own published record, next to the published market for the same work. Frameworks and DPS are kept out: they attract a different number of bids. Whole-market view: Systems and technical consultancy services (CPV 7222) →

1

How the contest usually goes

Winner shares use published awards; bid and price charts use contested lots.

Question for the bid
This buyerDepartment for Education · division 72
What to do with it
How often do SMEs win?
i

How often small and medium firms win.

Share of awards where the winner’s size is known.

The counts under this question show how many awards have a known supplier size.

Last 36 months.

Buyer: 9 of 32 known-size awards · market: no supplier sizes published
28%—

Small firms have won here. Neither number says whether you qualify; it describes who has been winning.

How often do local suppliers win?
i

How often local firms win similar work.

Winners with a registered address in the delivery region, out of awards with a known address.

A local branch does not count if the registered address is elsewhere.

Last 36 months.

Buyer: 0 of 1 known-location awards · market: no winner locations published
0 of 1—

Most of this buyer’s recorded winners are registered outside the delivery region.

How long to a decision?
i

How long buyers here take to decide after bids close.

Middle value in days from the deadline to the first award notice, on competitions that published both dates.

Only decided tenders count, so slow ones still waiting are not in.

Last 36 months.

Buyer: 36 decided notices · market: no decision dates published
50 days—

Half of these awards were announced within 50 days of the bid deadline.

How often single-bid or direct?
i

How often work is awarded with no recorded rival.

Direct awards and tenders where every published lot count shows one bid.

The buyer’s share is a minimum: some awards have no bid count.

Thin markets produce this too; it is not proof of a tailored specification.

Last 36 months.

Buyer: at least 7 of 49 procurements with awards had no recorded rival · market: no bid counts or routes published
14%—

Missing bid counts may hide more single-bid awards. This share is a minimum.

How many bids did past lots attract?

i

How many bids past lots received.

Each colour is a bid-count range. Only competed lots with a published count are included.

Past bids do not predict this tender.

Last 36 months.

This buyer54 lots with bid counts · all categories
9% had one bid
The marketNo bid counts published
Buyer · select a colour for counts
1 bid9%
Buyer: 5 of 54 lots with published bid counts.
2–335%
Buyer: 19 of 54 lots with published bid counts.
4–624%
Buyer: 13 of 54 lots with published bid counts.
7+31%
Buyer: 17 of 54 lots with published bid counts.

How did awards compare with estimates?

i

Where winning prices landed against estimates.

Each colour shows awards below, close to or above the published estimate, one lot at a time.

Past prices are a guide, not a bid price.

Last 36 months.

This buyer36 lots with estimate and award · all categories
39% below estimate
The marketNo estimate-and-award pairs published
Buyer · select a colour for counts
Below estimate39%
Buyer: 14 of 36 lots with an estimate and award.
Within ±2%50%
Buyer: 18 of 36 lots with an estimate and award.
Above estimate11%
Buyer: 4 of 36 lots with an estimate and award.
2

Assess each lot
i

What past awards tell you about each lot.

See the forecast, this buyer’s earlier suppliers and firms with relevant wins.

No supplier is confirmed as a bidder.

Open a lot for its forecast, this buyer’s previous supplier and possible competitors, from published award history, not a bid list

Lot #1CPV 722223 monthsSME suitablePublished estimate£1.5m
Expected competition
i

How many bids this lot may attract.

The forecast uses similar past competitions. The bar shows either that forecast or past bid counts; the line below says which.

Each lot shows its own forecast based on its own category; forecasts for different lots of the same notice are not comparative. The bar shows 136 past lots.

A forecast, not a list of bidders.

—No model forecast yet13% chance of a single bid
Past bids on 136 similar lots
1 bid13%
18 of 136 similar past lots received 1 bid (13%).
2–332%
44 of 136 similar past lots received 2–3 (32%).
4–624%
33 of 136 similar past lots received 4–6 (24%).
7+30%
41 of 136 similar past lots received 7+ (30%).
Comparable past lots usually drew 4 bids.
Commercial price forecast
i

Where the award price may land.

The forecast uses similar awards and the buyer’s estimate. The band covers the middle half of likely prices.

No comparable awards for this lot yet.

A statistical guide from past awards, not a price to bid.

—No model forecast yet
No comparable awards on record for this lot’s category yet. The published estimate is £1.5m, and the forecast stays empty until the market has a record to read.

Who has supplied this buyer on similar work?
i

Who has done similar work for this buyer.

Past contracts are matched by buyer, title and type of work.

A past supplier may not bid again.

SupplierThis buyer’s earlier contractLotAward valueWhy listed
Learncycle LtdEarlier contractProject_9906 AI Tools for Education Phase 2ended Jun 2026AI Tools for Education: Phase 2£191kMatched as the earlier contract
Lettingsowl LtdEarlier contractProject_9906 AI Tools for Education Phase 2ended Jun 2026AI Tools for Education: Phase 2£131kMatched as the earlier contract
Kita Education LtdEarlier contractProject_9906 AI Tools for Education Phase 2ended Jun 2026AI Tools for Education: Phase 2£128kMatched as the earlier contract
King's College LondonEarlier contractProject_9906 AI Tools for Education Phase 2ended Jun 2026AI Tools for Education: Phase 2£122kMatched as the earlier contract
Corduroy Dinosaur LtdEarlier contractProject_9906 AI Tools for Education Phase 2ended Jun 2026AI Tools for Education: Phase 2£112kMatched as the earlier contract

Who could compete for this lot?
i

Who could compete for this lot?

Firms with relevant past wins. On a framework, we show firms on that agreement.

None is confirmed as a bidder.

Candidate suppliers for this notice have not been worked out yet, so this is not a verdict that nobody fits.

About this data
  • Source. Official UK public procurement notices (Find a Tender), reused under the Open Government Licence v3.0. New notices arrive through the day; the figures are rebuilt nightly.
  • Two views, kept apart. The authority’s own track record and the wider market for the same kind of work sit side by side and are never mixed. Where the local picture is too thin, a figure widens to a broader market and says which one it used.
  • Forecasts are labelled. The price forecast and its range, possible competitors and the earlier-work matches are our estimates from past awards: not published facts, not win chances and not price advice. Official notices do not say who is bidding.
  • Every figure shows what it rests on. Not every notice publishes a bid count, a value or a delivery region, so each figure carries the number of records behind it, and one built on few records is marked as such. The on a figure explains it; the counting rules are in the methodology. Spotted something wrong? Tell us.

What this replaces
i

Who has done similar work for this buyer.

Past contracts are matched by buyer, title and type of work.

45% title match.

A past supplier may not bid again.

The prior contract this notice most likely re-tenders · matched by title and category (45% title match), the holder is not guaranteed to re-bid

Project_9906 AI Tools for Education Phase 2 — held by Learncycle Ltd and Lettingsowl Ltd (+1 more); the published contract ends 30 Jun 2026.

Procedure terms & legal framework

From the official record
Legal basis
UKPGA · 2023/54 Procurement Act 2023
Procurement category
Services
Notice status
Planned procurement
Procurement threshold
Above threshold (FTS publication)
Regulatory regime
Standard
Commercial structure
Stand-alone contract (no framework)
Competition type
Competitive procedure
GPA / WTO covered
Unspecified in notice
Recurring procurement
Unspecified in notice
First published
13 Feb 2026, 14:11 GMT
Last source update
19 Feb 2026, 15:41 GMT
FTS notice number
2026/S 000-015370
Latest notice
Preliminary market engagement notice (UK2)
Classification (CPV)
Information technology services
Delivery area
UK
Official registry OCID
ocds-h6vhtk-065408 Find a Tender

How it was run

Official notice
Submission deadline
—

Timeline

13 Feb 2026 → 15 Jun 2026 · 5 dates
  1. Planning notice published251 days ago
    13 Feb 2026, 14:11 GMT
  2. Latest notice published245 days ago
    19 Feb 2026, 15:41 GMT
  3. Market engagement238 days ago
    25 Feb 2026, 23:59 GMT

    Aims of the Pre‑Market Engagement

    1. Present the Policy Context and Emerging Vision

    We will outline the government’s intent to support the development of safe, trusted AI tutoring tools that enhance learning while maintaining strong safeguards and preserving the central role of teachers.

    1. Gather Insight from the Market

    The Department is seeking active feedback to improve its understanding of:

    a. Key Development Challenges

    Obstacles suppliers face in creating safe, effective, curriculum‑aligned tools, particularly those designed to support disadvantaged pupils.

    b. Opportunities for Collaboration

    -How government and industry can work together on shared challenges, including:

    -Safety and safeguarding expectations

    -Evidence generation and evaluation

    -Data integration and interoperability with school systems

    -Approaches to scaling solutions nationally

    These areas relate to the government’s ambition for tools to be co‑developed with teachers, robustly tested, and aligned with the National Curriculum ahead of any potential wider use.

    1. Inform Future Commercial Thinking

    Feedback from suppliers, including responses to a forthcoming Request for Information, will help the Department consider potential future commercial options. This may include defining scope, delivery models, and possible commercial approaches that would support the safe and equitable adoption of AI tutoring tools.

    The pre-market engagement will be carried out via the Microsoft Teams on 18/02/2026 between 14:00 and 15:55 (full time may not be needed, but please be there from the start).

    Interested suppliers should register their interest and by completing the following Microsoft Form. Please submit the form by 17/02/2026 at 17:00 to guarantee an invite to the event:

    forms.office.com/e/3qeamCCH59 ↗

  4. Tender notice expected224 days ago
    11 Mar 2026, 23:59 GMT
  5. Contract starts129 days ago
    15 Jun 2026, 00:00 BST

Notice history

3 events · 3 releases on Find a Tender · since 13 Feb 2026
  1. Preliminary market engagement notice published
    13 Feb 2026, 14:11 GMT
    UK2
  2. Preliminary market engagement notice published
    18 Feb 2026, 17:21 GMT
    UK2
  3. Preliminary market engagement notice published
    19 Feb 2026, 15:41 GMT
    UK2
Published amendments (2)

Following the pre-market engagement held 18/02/2026, all suppliers are invited to respond to this Request for Information to help us shape the commercial strategy https://forms.office.com/e/qp3vxEkcz5 We greatly look forward to reviewing your responses

Suppliers advised that the previous link to the RFI wasn't functional. The Form has been generated anew, identical to before. Please reach out to [email protected] if you're unable to access the form still, and a link will be sent to you directly. Link to RFI: https://forms.office.com/e/qp3vxEkcz5 For any suppliers that need a copy of the Pre-Market Engagement Slides, please submit …

Commercial outcome & contract awards

Pipeline notice
Awards (0)
No award published
Contracts (0)
No contract published
Bid statistics
No aggregate bid statistics published

Contracting authority & participating public bodies

Department for Education

Contracting authorityPublic authority - central government GB-PPON: PDZG-3487-DPVD Sanctuary Buildings, 20 Great Smith Street, London, London, SW1P3BTContact email

Official documents & specifications (3)

Official links; attachments are not copied

Notices published for this procedure