Decision systems

Purpose-built intelligence for consequential domains.

Not one generic AI layer stretched across unrelated problems. Each platform begins with the decision, the institution, the evidence boundary and the human authority that must remain in control.

Core capability

Decision Integrity Control Plane

A policy-bound control layer for enterprise and public-sector AI agents. It governs what evidence may be used, which authority may decide, when an action must stop, and how an independent reviewer can replay the result.

Evidence Policy Authority Action Verification

Pilot-grade engineering programme

FIN

Federated Fraud Intelligence Network

Decision attestation for financial trust.

Policy-bound execution, federated fraud signals and tamper-evident evidence packs for regulated financial workflows.

Decision outputs Federated fraud signal Decision attestation Tamper-evident evidence bundle Controlled investigation handoff

Patent filed · demonstrator · pre-revenue

INDRA

Intelligent Network Dynamic Regulatory Authority

Aviation compliance digital twin.

Patent-filed FDTL and crew-fatigue compliance architecture with fail-closed evidence gates, controlled overrides and audit replay.

Decision outputs Inspection Evidence Pack FDTL and roster risk state Conflict and override record Replayable pilot validation report

Patent filing is not regulatory approval. INDRA is an independent aviation concept architecture and demonstrator. The present evidence supports its design doctrine, not production effectiveness, DGCA validation, certified accuracy or guaranteed compliance.

Working AP outputs · configurable architecture

PNOS

Political Neural Operating System

Electoral intelligence from AC to PC to state.

Multi-cycle electoral memory, constituency intelligence, leadership decisions and probabilistic scenarios with declared uncertainty.

Decision outputs Constituency diagnosis Scenario and coalition analysis Evidence-bound leadership brief Campaign action register

Leadership contexts Leaders, candidates, parties, alliances and campaign teams Ruling, opposition, new entrants and coalition formations Assembly, Parliament, state, UT and national contexts Examine PNOS from AC to PC to state +

Modular mode within PNOS architecture

GNOS

Governance Neural Operating System

Policy mechanics and governing intelligence.

Mandate-to-delivery intelligence with KOSHA fund realisation and 13 departmental decision engines.

Decision outputs Blueprint Capture Report Cabinet decision card Evidence and conflict ledger Thirty-day readiness diagnostic

One GNOS experience · 26 specialist engines KOSHA - 13 sectoral fund-intelligence engines Decision OS - 13 policy and departmental decision engines For elected leadership from MLA to PM, with administrative decision support Enter the integrated GNOS engine room +

Karnataka-UK public demonstration

CIVIC

CivicBridge

State-to-nation political economy intelligence.

A 100-scenario official-first desk for trade, investment, visits, clusters, risks, stakeholders and owned actions.

Decision outputs Weekly political economy brief Trade and sector lens Stakeholder and risk map Owned action with date and metric

QR code for the public CivicBridge Karnataka-UK Political Economy Desk

Examine a public CivicBridge desk

Open the Karnataka-UK Political Economy Desk in ChatGPT. Opens in a new tab; ChatGPT sign-in is required to interact.

Open the public desk +

CivicBridge is advisory, neutral and evidence-led. The Karnataka-UK desk is not an official UK or Karnataka Government product. Public access does not imply endorsement by OpenAI or either government.

Private pre-engagement R&D · not deployed

SEIF

Sovereign Examination Integrity Framework

High-stakes examination integrity architecture.

SEIA designs, SEII operates and BEIE challenges, with evidence discipline and candidate-dignity safeguards.

Decision outputs Integrity architecture Operations control model Adversarial assurance challenge Candidate-dignity exception path

SEIF is independent private R&D. It is not commissioned, endorsed or deployed by the Government of India, PMO, NTA, Ministry of Education or any public body.

Decision evaluation

Choose the decision - then choose the system.

Tell us the decision owner, deadline, available evidence and cost of error. We will propose the smallest defensible next step.

Put it under examination