Government & Public Sector · Information management & decision support

Information management & decision support

Source-linked access to regulations, policies and contracts in seconds.

In short

Information management & decision support is an Aginies solution package for the Government & Public Sector sector in the “information management & decision support” area. What the agents do: Regulations and policies are indexed with versions; RAG answers questions clause by clause, with citations; the regulatory-analysis agent detects changes and lists the affected processes and documents. Expected outcomes: access to information drops from hours to seconds; decisions grounded in current regulation and cited documents; impact of regulatory change seen proactively. The package uses the Multi-source RAG, Document embedding pipeline, Version-aware retrieval, Citation grounding capabilities of the Aginies platform and can be watched live through the Contract clause extraction, Permit application check, Prior authorization, Customs document preparation scenarios in the agent library.

The problem

Corporate knowledge is scattered across regulations, circulars, contracts and digital assets in different systems. Finding the right document takes hours; decisions rest on stale or partial information.

What the agents do
  1. 01Regulations and policies are indexed with versions; RAG answers questions clause by clause, with citations.
  2. 02The regulatory-analysis agent detects changes and lists the affected processes and documents.
  3. 03Contract playbooks: clauses compared with standard positions, deviations flagged.
  4. 04Digital assets (images, documents, records) are auto-tagged and searchable; access follows permissions.
Package scope
  • Cited Q&A over regulation, procedures and the organisation’s documents
  • Document comparison, summarisation and change tracking
  • Access policy: who may see which document, enforced in the answer
  • Decision note and reasoning draft; published with expert approval
What you need to start
  • Read access to the document management system or file shares
  • Document owners and update responsibles
  • Access policy mapped to SSO groups
Architecture

Derived from the linked scenarios: the supervisors, specialist agents, models and systems that run this package.

Supervisors
Contract SupervisorPermit SupervisorPrior Auth SupervisorCustoms Supervisor
Specialist agents
Clause AgentPlaybook AgentCLM AgentDocument AgentRegulation AgentFile AgentOrder AgentPayer Rules AgentSubmission AgentTariff AgentBroker Agent
Models (Hub catalogue)
aginies-tulpar-4aginies-talay-2aginies-konrul-1aginies-sunkar-1
Systems touched
CLM (Contract Lifecycle Management)Legal Playbook Vector StoreDocument Store (S3)Exchange / M365 Maile-Devlet GatewayCase ManagementGIS / Zoning PlanRegulation Vector StoreEHR (HL7/FHIR)Payer Policy Vector StorePayer PortalSAP S/4HANAWMSTariff & Regulation Vector StoreCustoms Broker Portal
Channels
emailwebapibatch
Simulation volumes
15,000runs / month
94.7%success rate
7.2 smedian duration
$0.011estimated cost / run

Summed from the simulation definitions of the linked scenarios; recalculated for your scale in the discovery session.

Outcomes
  • Access to information drops from hours to seconds
  • Decisions grounded in current regulation and cited documents
  • Impact of regulatory change seen proactively
Capabilities used
Multi-source RAGDocument embedding pipelineVersion-aware retrievalCitation groundingRole-based accessEntity extraction
Explore the platform →
Measured targets
Answers with a citation100%
Answers judged correct by experts90% and above
Time spent searching for information60% lower

Target ranges from comparable deployments; baseline and target are fixed together in the first week of the pilot.

Governance and approval rules

Scenario-level approval rules plus the package’s general controls.

  • Contract clause extractionHigh-risk deviation or contract value > 500,000 € → counsel approval
  • Permit application checkEvery permit decision is taken by the licensing officer; the system only pre-reviews
  • Prior authorizationSurgical procedure or cost > 25,000 TL → utilisation management nurse approval
  • Customs document preparationHS confidence < 0.90 or duty difference > 2,000 € → customs specialist approval
  • packageNo answer without a source; the agent says it does not know
  • packageLegal interpretation and external sharing always under expert approval
Rollout
  1. 1 · Source inventory · 2 weeksKnowledge sources, owners and access policies listed; chunking and tagging rules defined.
  2. 2 · Pilot · 3–4 weeksWith one unit; cited answers scored by experts, coverage gaps closed.
  3. 3 · Organisation-wideAccess policies bound to SSO groups; the update pipeline and quality dashboard live.

Time to move from experimenting with AI to transforming with it.

In a 30-minute discovery session we take your 2–3 priority business problems, show a live demo of a similar scenario, and draft a roadmap that starts with the Value layer.

Book a 30-minute discovery session → dahi@aginies.com
  1. Your 2–3 priority problems
  2. Live demo of a similar scenario
  3. Roadmap starting with value analysis