Public Procurement Knowledge Bundle

Bundle OKF 0.1 · 6 conceitos · ailucius/public-procurement-okf

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# Public Procurement Knowledge Bundle

Public-procurement tender intelligence from **Lucius AI** — the dataset, metrics, and source behind *The State of Public Procurement 2026* (https://ailucius.com/research/state-of-public-procurement-2026).

# Datasets

* [Public Procurement Corpus](/datasets/public-procurement-corpus.md) - 68,717 public tenders aggregated across 10 official sources and 7 countries.

# Metrics

* [Median Submission Window](/metrics/median-submission-window.md) - the median public tender gives bidders 15 calendar days to respond.
* [Submission Window by Country](/metrics/submission-window-by-country.md) - per-country median bid windows, from 12 days (US) to 97 days (Australia).
* [Short-Fuse Distribution](/metrics/short-fuse-distribution.md) - the share of tenders with ≤7, ≤14, and ≤30 days to bid.
* [Requirement Density](/metrics/requirement-density.md) - mandatory requirements per tender document (median 45, max 694).

# References

* [The State of Public Procureme

README

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# Public Procurement — Open Knowledge Format (OKF) bundle An [Open Knowledge Format](https://github.com/GoogleCloudPlatform/knowledge-catalog/tree/main/okf) (OKF v0.1) bundle describing the public-procurement tender corpus analysed by **Lucius AI**, and the headline findings from *The State of Public Procurement 2026*. It packages — as plain markdown + YAML frontmatter, readable by humans and AI agents alike — the dataset, the key timing and complexity metrics, and the source report. | | | |---|---| | **Source / full report** | https://ailucius.com/research/state-of-public-procurement-2026 | | **Producer** | Lucius AI Systems, Inc. — compliance-first tender intelligence — https://ailucius.com | | **Corpus** | 68,717 public tenders · 10 official sources · 7 countries (UK, US, Canada, Australia, New Zealand, Ireland, Norway; wider EU/EEA via TED) | | **Format** | [OKF v0.1](https://github.com/GoogleCloudPlatform/knowledge-catalog/tree/main/okf) — start at [`index.md`](https://github.com/ailucius/public-procurement-okf/blob/HEAD/index.md) | | **License** | [CC BY 4.0](https://github.com/ailucius/public-procurement-okf/blob/HEAD/LICENSE) — reuse freely with attribution to Lucius AI | ## Layout ``` . ├── index.md # entry point — progressive disclosure ├── log.md # update history ├── datasets/ │ └── public-procurement-corpus.md # the 68,717-tender corpus ├── metrics/ │ ├── median-submission-window.md # 15-day median bid window │ ├── submission-window-by-country.md # per-country windows (US 12 → AU 97) │ ├── short-fuse-distribution.md # ≤7 / ≤14 / ≤30 day shares │ └── requirement-density.md # 45 median / 694 max requirements └── references/ └── state-of-public-procurement-2026.md # source report + methodology ``` ## What is OKF? The [Open Knowledge Format](https://cloud.google.com/blog/products/data-analytics/how-the-open-knowledge-format-can-improve-data-sharing/) is an open spec from Google Cloud for representing organisational knowledge — datasets, metrics, sources — as a directory of markdown files with YAML frontmatter, so the same knowledge can move between humans, AI agents, tools, and organisations. This bundle is conformant with OKF v0.1. ## About Lucius AI Lucius AI reads any RFP, tender or contract for clause-vs-clause contradictions, penalty traps and compliance gaps with page-cited evidence, then drafts compliant proposals across the full bid. The statistics in this bundle are a by-product of analysing public procurement at scale. → https://ailucius.com

Details

Type: OKF bundles
Topic: Government & public data
Publisher: ailucius
Source: okf_github
Category: Data
Version: 0.1
Stars: 1
Last update: 2026-06-16T07:17:14Z
Project status: Active
License: NOASSERTION
Added: 2026-09-26 14:55:36
Updated: 2026-09-26 14:55:36
Source id: ailucius/public-procurement-okf:index.md

Public Procurement Knowledge Bundle

README

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