Wherever the work moves faster than the information behind it, the answer is buried.
The same problem repeats across every corner of government operations — evidence, programs, people and services tracked in disconnected systems, on different cycles, with no single person holding the picture. Eunomia reads it all, connects it all, and surfaces what matters.
01 — Challenge: Policy
The evidence base is scattered across a decade of decisions.
Status quo:
Policy is built from submissions, consultations, research, evaluations, prior decisions and stakeholder input — held in different systems, different formats and different divisions. No public servant can see the whole evidence base. What was decided before, on what basis, and what has changed since is reconstructed from scratch every time.
Resolution:
Eunomia ingests every submission, evaluation and prior decision and connects them into a single graph. The public servant sees what was decided, why, and what the current evidence supports — with every claim traced back to its source. Evidence gaps are visible before the advice goes up, not after.
02 — Challenge: Project Management
The portfolio is real. The single view of it is not.
Status quo:
Programs and projects are tracked in separate systems — status reports, risk registers, milestone plans, budgets and committee packs — each owned by a different team. Dependencies between projects live in people's heads. Slippage, overspend and shared risks are discovered at the next quarterly review, not when they emerge.
Resolution:
Eunomia connects every project record into one portfolio graph — milestones, budgets, risks and dependencies linked across programs. Shared dependencies and cross-project risks surface the moment they form, with provenance back to the report that raised them. The portfolio view is built once, not reassembled for every committee.
03 — Challenge: Workforce Planning
The capability gap is visible only after the people have gone.
Status quo:
Headcount, classifications, capability, attrition and recruitment sit across HR systems, spreadsheets and division-level plans. Each is reviewed on its own cycle. The shortfall that will bite in eighteen months is forming now — in fragments, in no single plan, watched by no-one in particular.
Resolution:
Eunomia builds a continuous workforce picture across every source — capability against demand, attrition against recruitment, forecast against establishment. When a shortfall trends toward a threshold, the alert is early, with provenance back to every contributing figure. Planning gets ahead of the gap instead of reporting it.
04 — Challenge: Ministerial Briefings
Every brief is assembled from scratch, against the clock.
Status quo:
A request arrives with a deadline measured in hours. Public servants pull threads from records, correspondence, prior briefs and program data, paste them into a template, then verify each fact against its source. The brief goes up late, or it goes up thin, and when the question comes back nobody can quickly say where a figure came from.
Resolution:
Eunomia assembles evidenced briefs directly from the graph. Every fact is already linked to the record, page and paragraph that supports it. The public servant frames and judges; the platform does the assembly and the sourcing. What took a day takes the morning — and every claim can be traced on demand.
05 — Challenge: Service Delivery
The case that needed attention first was waiting at the back of the queue.
Status quo:
Service work is handled in the order it arrives — first in, first out. Demand, cases, complaints and outcomes are recorded in systems that do not talk to each other. The case heading for escalation looks exactly like the routine one — until it has already escalated.
Resolution:
Eunomia scores every case and signal as it lands — against risk, vulnerability, prior contact and known patterns — and reorders the queue by consequence. Effort goes to the cases where intervention changes the outcome, before they become complaints, escalations or failures.
The ontology is not designed in advance. It is produced from the work.
Eunomia inverts the ontology-first orthodoxy. Types, attributes and relationships emerge from what the records, programs and returns actually contain — not from a data-modelling workshop's prediction. The graph grows to fit the work of the agency, not the other way around.
01 / The Loop — Model (Proposes)
Entities, relationships and typed facts drawn from text. Every proposal is bound to the sentence in the source that produced it.
02 / The Loop — Scaffolding (Verifies)
Multiple independent signals are cross-referenced. Evidence is required. Low-confidence proposals are held back. Confidence is measured, not assumed.
03 / The Loop — Public Servant (Decides)
Confirms, overrides, merges, splits. Final resolution is the public servant's call, not the model's. The ontology becomes a living artefact of the agency's own work.
Five stages. Each named. Each observable.
Symplast routes every incoming record through a five-stage pipeline, builds the graph that holds the result, and keeps the audit trail that defends it. No stage is a black box. No claim without a citation.
[ 01 ] INGEST
Flexible OCR across heterogeneous formats. Heading paths, page numbers and chunk-level provenance preserved end-to-end.
[ 02 ] EXTRACT
People, programs, entities, budgets, decisions, commitments, obligations and milestones. Every proposal bound to its source sentence.
[ 03 ] RESOLVE
Multiple independent signals vote on identity. Operator can override, split, merge. The public servant's call, not the model's.
[ 04 ] ANALYSE
17+ graph algorithms. Multi-hop traversal. Time-travel queries. Dependencies and non-obvious links no single system could see alone.
[ 05 ] PRODUCE
Briefs, estimates packs, portfolio and benefit maps. Every claim cited to chunk, page and document. Defensibility leaves with the product.
Good practice applied to every input.
Below Eunomia, Symplast builds the graph. Above Eunomia, the public servant decides. Between them sits the layer the platform is named for — Eunomia, good order — where the discipline of public administration is encoded as the operational logic that triages every input, weights every signal and prioritises every output.
[ 01 ] RISK — Weighted triage
Scored against current government priorities, risk, and proximity to obligations and deadlines. Arrival order is irrelevant. Consequence is everything.
[ 02 ] PATTERN — Structural signatures
Shared dependencies, common drivers, centrality clusters, structural anomalies across programs and cases. Patterns a senior public servant takes hours to see, the platform raises in seconds.
[ 03 ] TEMPO — Cycle timing
Tempo is not data volume. Weighted by the cabinet, budget and parliamentary calendar and by consequence — not by when a record happened to be filed. Configurable. Auditable.
[ 04 ] ACCOUNTABILITY — Defensible by default
Every claim cited and traceable. Output built for the minister, the committee, the auditor and the FOI Officer. Defensibility is the baseline, not a finishing step.
Five operational layers. One audit substrate.
Provenance and time-travel are not features bolted to the top — they cut through every layer, from source to output. Audit is the architecture, not a finishing step bolted on at export.
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L05 — Workflow Layer:
Briefs, estimates, portfolio views
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L04 — Public Servant Layer:
Resolution, override, query
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L03 — Eunomia Layer:
Risk, pattern, tempo, accountability
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L02 — Symplast Layer:
Ingest, extract, resolve, analyse
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L01 — Source Layer:
Submissions, records, programs, returns
PRINCIPLE / 01 — Graph-native at the core
A vector database with graph features bolted on cannot answer multi-hop questions. Symplast is a graph at its core — entities, relationships and typed facts, queryable across the chains real government work requires.
PRINCIPLE / 02 — Audit is the architecture
Every extracted fact links to the chunk that produced it. Every write is recorded in an immutable ledger. Ask what the system held to be true on any historical date and the answer is reconstructable, not approximated.
PRINCIPLE / 03 — Public Servant-in-the-lead
The model proposes. The scaffolding verifies. The operator decides — overriding resolution, exporting findings, keeping the wheel. The public servant is the source-of-truth on the system, not the other way around.
Shaped for the operational realities of a department under scrutiny, on deadline, and accountable for every dollar.
Multiple systems, competing priorities, the cabinet, budget and parliamentary calendar, and a duty to account for every decision. Four workflows where the cost of the status quo is highest.
USE CASE 01 — Senate Estimates
The question you did not prepare for is the one that lands.
Status quo:
Preparing for Estimates means anticipating hundreds of possible questions across every program, assembling hot-topic briefs and questions-on-notice by hand across divisions. Answers are stitched together from many systems, and when a figure is challenged in the room, tracing it back to source is slow — sometimes it waits for a question taken on notice.
Resolution:
Eunomia assembles evidenced answers directly from the graph — every figure linked to the record, page and program that produced it. Likely questions are surfaced and packed against current priorities and recent reporting. In the room, provenance is a click away; on notice, the answer is already sourced.
USE CASE 02 — Project Benefits Analysis
The benefits were promised in the business case. Then no one went back.
Status quo:
Business cases promise benefits — savings, service improvements, capability. Once funding is secured, the benefits are rarely tracked to realisation. The data that would prove or disprove delivery is scattered across program reports, finance systems and evaluations, and the post-implementation review — if it happens — happens too late to change anything.
Resolution:
Eunomia tracks committed benefits against actuals continuously — each benefit linked to the business case that promised it and the program data that evidences it. Realisation is visible in-flight, not at closure. Where delivery is drifting from the commitment, it shows early, with provenance back to every contributing figure.
USE CASE 03 — Supply and Demand
Demand did not wait for the capacity plan to catch up.
Status quo:
Supply — workforce capacity, funded places, service capability — is planned on one cycle. Demand — cases, applications, service volume — moves on another. Each is measured in its own system. The mismatch that leaves a service under-resourced is understood only once the backlog is already visible to the public.
Resolution:
Eunomia holds supply and demand in one connected picture, updated as the underlying data changes. Where demand is trending toward capacity, the crossover is projected before it arrives — with the drivers, and the provenance, exposed. Resourcing decisions get made on the forward curve, not the rear-view mirror.
USE CASE 04 — Reactive to Proactive Service
By the time it was a complaint, it had been a signal for months.
Status quo:
Service delivery responds to what has already gone wrong — the complaint, the escalation, the missed obligation, the failure that reaches a minister's office. The early signals were there in the data all along: repeat contacts, slipping timeframes, patterns across cases. But no one was watching across cases, so intervention came after the harm.
Resolution:
Eunomia watches across every case and every signal continuously. When a pattern forms — repeat contact, slippage, a cohort at risk — it surfaces while there is still time to act, with provenance back to every case that contributed. Service shifts from clearing failures to preventing them.
ACCOUNTABLE BY DEFAULT
Assemble briefs, estimates packs and answers from a single workspace, every figure sourced to the record that produced it — ready for the committee, the auditor and the FOI Officer.
PORTFOLIO VISIBILITY
See dependencies, risks and benefits across every program at once — connections no single project report reveals, with provenance back to each contributing record.
AHEAD OF DEMAND
Project supply against demand and surface service risk early, while there is still time to act — resourcing and intervention decided on the forward curve.
The data is yours. The decisions are yours. Nothing leaves.
Eunomia runs on Symplast, inside the agency. On your infrastructure, under your control, behind your security accreditation boundary.
/ 01 — Deployed in your tenancy
Air-gapped, on-premises, or sovereign cloud at the customer's discretion. No tenancy in foreign clouds. The data is yours. The decisions are yours.
/ 02 — Standards-aligned
Integrates with existing records, HR, finance and program-management systems through standards-aligned data exchange. Role-based access and information-handling controls are first-class concepts.
/ 03 — The pilot is the deployment
Because the ontology is produced from the data, there is no separate ontology phase to fund and wait through. We deploy forward, work alongside your operators, prove the capability on your data.
Deployment modes: Air-gapped, On-premises, Sovereign cloud — each within your accreditation boundary.
EUNOMIA ON SYMPLAST
Eunomia on Symplast is sovereign Australian capability. The code, the data and the decisions stay onshore — under Australian law, under Australian accountability. Built in Australia by Australian-owned companies whose founders come from government and the public sector.
Australian-owned. Australian-built. Informed by lived experience.
Symplast is patent-pending technology of Psithur Holdings Pty Ltd.