Maqno

Use Case — Government

Institutional knowledge that works as fast as the decisions that depend on it.

Policy documents, regulatory archives, and inter-agency reports are produced at scale but accessed at a crawl. Maqno gives public sector teams a secure, private AI layer over their knowledge — with the audit trail and access controls compliance demands.

The challenge

Why government teams have a harder problem to solve.

Public AI tools are off-limits

Security classifications, data sovereignty requirements, and procurement regulations prevent government teams from using commercial AI platforms. Most agencies have no compliant alternative for knowledge retrieval.

Institutional knowledge siloed by department

Policy archives, legal opinions, past decisions, and procedural manuals are fragmented across departments and legacy systems. Cross-agency queries that should take minutes take days.

High staff turnover erases context

When experienced officers leave, critical institutional knowledge walks out with them. New staff re-learn the same lessons at the expense of public time and budget.

Audit and FOIA obligations

Every document access, query, and retrieval must be traceable for compliance audits and Freedom of Information requests — a requirement that generic search tools cannot satisfy.

How Maqno responds

Built for the demands of government.

Air-gapped & on-premise deployment

Maqno runs entirely within your infrastructure. No data crosses to external servers. Supports air-gapped networks, government cloud environments, and private data centres.

Granular access control

Define access by department, clearance level, or individual user. Staff only see the documents they are authorised to access — enforced at query time, not just at upload.

Full audit trail

Every query, document view, and permission change is logged with timestamp, user identity, and session context. Ready for compliance audits and FOIA disclosure processes.

Cross-department knowledge search

Connect policy archives, legal registers, meeting minutes, and procedural manuals. Ask questions that span departments and get cited answers in seconds.

Real workflows

What government teams do with Maqno.

Policy briefing

An officer preparing a ministerial briefing asks Maqno to summarise all prior decisions and reports related to a topic. Full citations to source documents included — no manual trawling of archives.

Regulatory compliance check

Connect the regulatory register. Staff ask "does this proposal conflict with any existing regulation?" and get a sourced answer across the full legislative corpus.

Onboarding new staff

New officers query years of institutional precedent on day one. Maqno surfaces relevant past decisions, standard procedures, and contextual background from the knowledge base.

FOIA response preparation

Legal teams locate all documents related to a FOIA request using natural language search. Every retrieved document is logged, providing a defensible record of the disclosure process.

The impact

Measurable outcomes for government teams.

60%

Reduction in time to locate and brief on policy precedent

Zero

Sensitive documents sent outside your infrastructure

100%

Document access events logged for compliance and audit

Day 1

New staff access full institutional knowledge from onboarding

Start the conversation

See Maqno in a government environment.

Book a 30-minute demo. We will walk through how Maqno handles your specific documents, deployment requirements, and access control needs.