About

Institutional intelligence for decisions that must survive scrutiny.

DAEPOLIS tests what an institution can rely on, what observable future would confirm or weaken the view, and how contribution, agency and lived outcomes change across groups and time. Dependency analysis connects the evidence; Decision Records preserve the work after reliance.

Source-first

Evidence comes before prose. Unsupported claims stay provisional.

Ledger-native

Analysis becomes structured records, not disposable text.

Forecast-aware

Predictions need dates, resolution criteria, and later scoring.

Civic-safe

The system focuses upward on institutions, contracts, public power, and lawful accountability.

What It Is

DAEPOLIS is a structured intelligence workbench for cases where ordinary prose is too loose: public contracts, democratic stress, platform dependency, transition risk, defence end-use exposure, institutional capture, and source-heavy accountability work.

A Translation Layer

It takes rough material and proposes ledger structure: candidate claims, entities, timelines, source gaps, hardening tasks, falsifiers, and monitoring triggers.

A Method Engine

It routes each question through relevant methods instead of firing every framework. Turkey transition and NHS FDP playbooks now load when those case families appear.

An Accountability Surface

It keeps claims, evidence, confidence, review status, predictions, and later resolutions visible so judgement can be audited rather than merely admired.

Who Should Use It

DAEPOLIS is for people who need defensible judgement under institutional pressure, not quick summaries.

Public-interest lawyers and litigators

Turn contracts, filings, decisions, and public records into claim registers, source gaps, falsifiers, and evidence plans.

Journalists and investigators

Convert messy leads into structured hypotheses, actor maps, timelines, source priorities, and publishable accountability questions.

NGOs, unions, and watchdog teams

Track institutional pressure, procurement dependency, democratic-agency risks, and the evidence needed for lawful civic action.

Responsible capital and public-sector boards

Assess exposure, end-use risk, vendor lock-in, reputational risk, governance options, and decision gates before a problem hardens.

What The Interface Must Expose

Every finding should carry its proof and history.

DAEPOLIS turns institutional material into inspectable intelligence: ingestion quality, source states, claims, dependencies, affected groups, alternatives, forecast distributions, decisive unknowns, later outcomes, and revision history. The Surface keeps those objects connected rather than collapsing them into one persuasive answer.

The quality rule is simple: every proof, warning, score, uncertainty, repair, and remembered outcome must remain available at the point where a person is asked to rely on the finding.

01Intake Integrity

Documents enter as untrusted evidence, not authority.

PDF/Office extraction integrityUntrusted-content boundarySource packsHardening tasks
Show extraction quality, provenance, suspicious content, and review work before any audit treats the document as usable evidence.
02Claim And Evidence Core

Claims are separated from prose and kept provisional until supported.

Canonical claim ledgerSource-hardening statesSemantic collisionsEvidence gaps
Expose the support state, missing source class, contradiction path, and next hardening action beside the claim itself.
03Governed Memory

A Decision Record governs work only after reliance is elected.

Decision RecordsAppend-only eventsReview workflowOutcome ledger
Let users see who changed what, why the record moved, what remains disputed, and what later happened.
04Forecast And Calibration

Probability is a public object, not a sentence.

Prediction distributionsReference classesRed-team sidecarsCalibration surface
Show the distribution, outside-view class, adversarial disagreement, decisive unknowns, and update history instead of only one midpoint.
05Monitoring And Repair

The system should wake when reality changes.

Decisive unknownsMonitoring triggersLineage decayError memory
Turn uncertainty into watchable signals: what would change the judgement, what has gone stale, and what prior mistake should be reused.
06Surface Instrument

The graph is an operating surface over the record spine.

Trust capsulesRole-specific viewsSurface eventsSignal intake
Every node should answer why it matters, why it can be trusted, what is missing, what changed, and what role should do next.

How To Use It

Begin with the mission and arrangement, reconstruct what must be true, expose who depends on what and who experiences the outcome, then define the evidence or forecast that can change the assessment.

01

Frame The Mission And Reliance Question

Name the mission, beneficiaries, intended outcome, actor who may rely, stakes, decision horizon, and what evidence would change the view.

02

Describe The Arrangement And Add Evidence

Add the provider, technology, contract, safeguards, alternatives, notes, documents, URLs, source packs, clauses, or investigation questions. Everything remains provisional until reviewed.

03

Reconstruct Assurance, Dependency, And Consequence

The system reconstructs the principal assurance and its warrants, then connects claims, dependencies, practical capabilities, affected groups, alternatives, mechanisms, evidence gaps, and falsifiers.

04

Define A Test And Govern Reliance

The Surface exposes findings, comparisons, people and outcomes, evidence and history. Resolvable questions become forecasts; a Decision Record is attached only when the institution elects to rely.

What You Get Back

A DAEPOLIS output is designed to be used in a meeting, source review, board discussion, newsroom workflow, legal scoping note, or civic campaign.

A clear bottom-line judgement and decision surface.
A source register with missing evidence called out.
Claims separated from evidence and causal inference.
Rival hypotheses and diagnostic tests.
Forecasts with distributions, reference classes, red-team sidecars, and later scoring when reality can resolve them.
Decisive unknowns, monitoring triggers, and update history when a judgement is not forecast-ready.
Trust capsules, role-specific views, and append-only Surface events for node-level inspection.
Ingestion-integrity reports for uploaded documents before they become evidence.
Exportable brief packages for external use.
What It Is Not

DAEPOLIS is not legal, investment, medical, or official government advice. It does not replace external verification. It is not a private-person targeting tool, a surveillance system, or a way to launder unsourced assertions into authority.

The best use is upward-facing accountability: institutions, companies, states, contracts, public offices, data systems, funding flows, laws, and infrastructure.

Current Status

The platform is usable for institutional investigations and reliance audits backed by inspectable records. Some automation is deliberately staged until the underlying objects and empirical coverage are stable.

Live now

Decision Records, Brief Forensics, dependency intelligence, full-document PDF/Office ingestion checks, source packs, source-hardening states, claim verification, review queue, public ledger, prediction distributions, red-team sidecars, calibration surface, decisive unknowns, outcome ledger, Surface trust capsules, role views, append-only Surface events, public proof paths, PDF exports, and enterprise API resources.

In build

The remaining quality gap is saturation and operations: richer real source/entity coverage, stronger live monitoring automation, UI probability update history, more public Surface proof chains, and CJI real-data panel expansion.

Later

The workstation layer: screen-aware DAEPOLIS context, autonomous lawful source collection, map/network workstation, organisation-specific configurations, and external workflow integrations after the record spine is dense enough.

Start

Bring a real case.

The strongest test is a live institutional question with sources, uncertainty, and consequences.

Start AnalysisSee BriefsRead Method