The signal is rarely missing.
Framing: It sits in systems nobody reads together. Alethman reads them together, for states and for everyone who watches them.FramingOur reading of where warnings are lost. The three cases below show how.
By design: Sovereign by design, auditable by default.By designRuns on the customer’s own infrastructure or a national cloud; every conclusion links to its source record.
Illustration with synthetic records. Records arrive from six systems: open web, gazette, purchase orders, treasury, customs and incident reports. Alethman joins the few that belong together and logs each join with its sources and a stated confidence, for a person to decide.
- PolityThree orders split below a threshold, one vendor address5 records · 2 systems Confidence High to an investigator
- ArctusOne consignee across customs, incident and procurement records5 records · 3 systems Confidence Low dissent recorded, to an analyst
- PramaanClaim naming a public scheme, traced to its first appearance5 records · 3 systems Confidence Moderate to an analyst
Three ways a warning goes unread.
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Narratives outrun facts
Framing: A false claim about a government programme travels further in six hours than the correction travels in six weeks.FramingA way of stating the gap, not a measured figure.
How Pramaan answers it -
Security signals sit apart
Framing: The warning was usually already inside the system, in another department, another format, under another case number.FramingA general observation about fragmented holdings, not a measured rate.
How Arctus answers it -
Public money leaks quietly
Framing: Split contracts, shell vendors and same-day certificates are all on record, spread across systems never built to talk to each other.FramingPatterns audits commonly report; how often they occur is not measured here.
How Polity answers it
Alethman joins scattered records, catches what matters early, and shows its working.
- Sovereign01 Engine, deployment modes
- By design: Runs on the customer’s own infrastructure or a national cloud. No vendor data egress.By designA deployment requirement, not an option.
- Auditable01 Engine, permission map
- By design: Every conclusion links back to the source record it rests on.By designPublication writes the report and every document it cites.
- Calibrated03 Arctus, the dissent log
- By design: Confidence is stated, and dissenting reads are recorded rather than discarded.By designAssessment records confidence, analyst labels and dissenting reads.
- Human-decided05 Limits, who decides
- By design: Findings go to a named person, who makes the call and owns it.By designEvery finding goes to a named reviewer before it is acted on.
One engine, four stages, every step on the record.
By design: Self-hostable inside government infrastructure, with a separate binary and database role per stage.By designEach stage runs as its own binary with its own database role.
One record through the four stages
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1Ingestion
Open sources and the customer’s own holdings, in English and Hindi today.
On the record: Where and when each document came from
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2Processing
Entities resolved; material clustered into candidate narratives and records.
On the record: How each record was joined to the others
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3Assessment
Scored against review thresholds, with stated confidence. Analysts label and calibrate.
On the record: Confidence, labels and dissenting reads
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4Publication
Signed, append-only reports, traceable to every source document.
On the record: The report and every document it cites
Illustration ·synthetic recordUnder each stage: what it writes to the record
Why now, in three judgements.
Key judgements, Alethman assessment · September 2026
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KJ1
Misinformation is among the gravest global risks of the next two years.
Confidence HighSourced World Economic Forum, Global Risks Report 2026 (opens the source)
Rank among two-year risks: first in 2024 and 2025, second in 2026.
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KJ2
Many state buyers will no longer run sovereign data through foreign-owned platforms.
Confidence ModerateFraming Our reading of the market. It is why every product deploys inside the customer’s own network.
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KJ3
Leakage in public spending can be caught before payment, from records the state already holds.
Confidence ModerateFraming Our reading, built into Polity. How much it catches is what a pilot measures.
Built, tested, ready for a funded pilot.
By design: The engine and the three products run end to end under an automated test suite.By designAlethman’s own test record: the suite runs every stage and product end to end. It is not published here; a briefing shows it.
A briefing shows the test record, the product you need, and how a pilot runs inside your own infrastructure.
A first pilotTerms, in short
- Scope
- By design: One ministry, agency or department, on one agreed problem.By designThe scope is agreed with you before anything runs.
- Where
- By design: Inside your network, on your own sources and holdings.By designThe engine deploys inside the customer’s infrastructure; no data leaves it.
- Measure
- By design: One number, agreed with you at the start.By designThe pilot ends by reporting against that number.
- Gates
- By design: Your team inspects each phase before the next begins.By designFour phases, each ending in something your team can inspect.
See more. Know first.