Blackline Intelligence found it in under two weeks. Here is the full case study — what the system found, how it was built in 21 days, and what it means for any business sitting on data nobody is connecting.
$1.24B
57-amendment contract
274,659
signals in 2 weeks
$164.6B
dollar exposure mapped
21 days
from zero to live
The Digital Transformation Agency exists to drive digital contestability in Australian government.
One contract on AusTender — CN3626393 — has been repriced and extended 57 times.
$1,242,843,578.
Same supplier. No return to open market.
That is not contract management. That is a workaround for competition.
We did not find this by reading news. An automated pipeline ingested AusTender weekly exports, mapped them to agencies, and flagged amendment chains above normal thresholds. In two weeks of operation, the system logged 274,659 signals across Commonwealth and state sources.
Procurement is only one category. The same pattern shows up in FOI refusals, overdue Senate Estimates questions, and budget lines with zero KPIs.
Blackline Intelligence is an automated government performance intelligence system. It ingests every major Australian public sector data source daily, maps what it finds against accountability benchmarks, and surfaces anomalies before any human analyst would notice them.
Every contract notice, every budget appropriation, every audit finding, every FOI decision in Australia is published online. None of it was connected. None of it was monitored in real time.
Blackline connects it. Monitors it. Surfaces what breaks.
Every figure below is sourced from Australian government public records. Every contract reference is independently verifiable via tenders.gov.au.
$1,242,843,578
DTA · CN3626393-A57
The Digital Transformation Agency exists to drive digital contestability across Australian government. One contract on AusTender — CN3626393 — has been repriced and extended 57 times. Same supplier. No return to open market.
tenders.gov.au/cn/show/CN3626393$9.598B
Defence · CN3375971-A171
A $9.598 billion contract for submarine maintenance services was awarded to a single supplier without open tender and marked entirely confidential.
tenders.gov.au/cn/show/CN3375971$84B
Portfolio Budget Statements 2025–26
The NDIA received $84 billion in programme appropriation in the 2025–26 Portfolio Budget Statements. Zero performance indicators tracked. No one in government is officially measuring whether $84 billion is working.
Department of Social Services PBS$170M
ATO · CN3649834-A71
The Australian Taxation Office marked a $170 million internet gateway contract confidential, citing 'public interest.' The same legal category it invokes against taxpayer information — used to hide a taxpayer-funded contract from the public.
tenders.gov.au/cn/show/CN364983457.6%
OAIC FOI Statistics 2025–26
The Office of the Australian Information Commissioner — the body that exists to enforce FOI compliance — refused or withheld access in 57.6% of its own FOI requests in 2025–26. The regulator's behaviour mirrors the agencies it oversees.
oaic.gov.au/freedom-of-information/foi-statistics1,889
Parliament of Australia
Senate Estimates is the primary parliamentary accountability mechanism for executive government. Nearly 2,000 questions unanswered and past due date means the mechanism is structurally below capacity.
aph.gov.au/Parliamentary_Business/Senate_estimates8
Official sources monitored
17
Signal categories
274,659
Total signals detected
13,461
Findings generated
$164.6B
Dollar exposure mapped
$907M
Confirmed waste (NSW capital)
21 days
Build time
Live, running daily
Status
This system did not take a year. It did not require a team. It took one defined sprint.
A decomposition session. Defined every anomaly type the system would detect — seventeen signal categories from procurement risk to FOI refusals. Built an entity registry covering 62 portfolios and 400+ agencies. Defined four core tables and the ingest → map → detect → deliver pipeline.
Scheduled scrapers for each of the eight official sources. AusTender bulk load processed over 260,000 contract signals on day one. Seventeen rule-based detectors produced signal rows with dollar value, category, confidence rating, and source URL. No inferred findings without a confidence flag.
Every detector tested against known cases. Confidence thresholds tuned against live records. Blackline went live at the end of Week 3. Steady-state volume: 50 to 280 new signals per day. Weekly AusTender refresh adds 10,000+. Full documentation handed over.
A domain-rich, data-rich problem with no technical lead became a live, daily-running agentic intelligence system in one sprint.
The problem was well-defined. The data was public. The operating discipline was the gap. The sprint filled it.
Most teams working with data-rich problems have the same structure. The data exists. The tools exist. Nothing connects into one live view that updates daily. That is a solvable problem. The sprint is how it gets solved.
AusTender
tenders.gov.au — every contract notice, amendment, and limited tender across the Commonwealth
ANAO
anao.gov.au — all performance audit reports and assurance reviews
OAIC
FOI Statistics Reports and Information Commissioner Review Decisions
Budget Papers 2026–27
appropriation tables, portfolio budget statements, programme expense lines
Parliament of Australia
Senate Estimates questions on notice, Hansard, committee reports
Commonwealth Ombudsman
investigation reports and recommendation follow-up
State Audit Offices
NSW, Victoria, Tasmania
World Bank and OECD
international governance benchmarks for peer comparison
Altitude Group takes defined business problems and turns them into working agentic products in 21 days. Three disciplines in one delivery: product management, project management, and AI-native execution.
The 21 Day Sprint is not a consulting engagement. It ships a live product. Blackline Intelligence is the proof case.
The deal
From $30,000.
Fixed price.
21 days.
A live product.
We pressure test whether your problem fits a sprint, not a salary.
All procurement figures sourced from tenders.gov.au. All FOI statistics from the OAIC. All audit findings from published ANAO or state audit office reports. Nothing in this post is inferred without a confidence flag attached to its source. This post describes systemic patterns and procurement anomalies. Nothing here attributes motive to a person.