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Government

AI that stays inside the boundary.

Case handling, correspondence and citizen services, deployed inside your own infrastructure, including fully air-gapped, with evidence for the reviewing body.

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A long colonnade of columns receding into shadow
The problem in government

The constraint is the boundary, not the model.

Case handling is repetitive enough to automate. What decides the architecture is that the data usually cannot leave national infrastructure.

Bytes of egress in an air-gapped deployment0
Decisions attributable to a named officer100%
UAE organisations with processes mature enough for agents17%
Weeks including accreditation and sizing8 to 16
Ranges without a named source are Momentem’s own engagement data. Treat them as observed ranges, not guarantees.
Bound files stacked shoulder high against a wall

Egress may be prohibited

No data out means no cloud AI in the path.

Decisions must be explainable

Every step needs a reason a citizen can see.

Procurement is slow

Fixed scope and written artefacts are easier to buy.

Legacy estates

Systems integrated through files, not APIs.

What we can deploy here

Real applications, in the order we would usually deploy them for an operation this shape.

Desk

Case Desk

Reads, categorises and routes incoming cases with confidence scores, keeping a named officer on the decision.

Awaiting approvalconfidence 0.89
Issue decision letter: case 4471case-agent
ApproveRejectAsk for detail
Service

Correspondence Drafter

Drafts responses grounded in your own policy and precedent, with citations.

Draft ready2 min
Citations attached4
Officer approvedsent
Service

Eligibility Checker

Checks completeness and eligibility, listing exactly what is missing.

Criteria checkedfull set
Missing itemsitemised
Decisionofficer-owned
Service

Translation Service

Produces Arabic and English versions plus plain-language rewrites.

of content handled88%
Reviewed by a bilingual officer before publication.
Planner

Inspection Prioritiser

Orders programmes by risk from your own history, showing the reasoning.

Risk modelyour history
Reasoningshown per case
Assignmentofficer-owned
Assistant

Records Assistant

Retrieves legislation, circulars and past decisions with references.

Search acrossyour estate
Referencesalways cited
Accesspermission-aware

Workflows worth automating

5
workflows
77%
average automatable
100%
officer-decided

Case intake

High volume, seasonal
80%
Automatable
TodayOfficers reading and sorting before any work begins
With usReads, categorises and routes with confidence scores
−73%case turnaround

Correspondence

Policy-bound, repetitive
70%
Automatable
TodayOfficers writing similar letters repeatedly
With usDrafts against your policy and precedent, with citations
−70%drafting time per response

Eligibility checks

Rule-based
85%
Automatable
TodayManual checking against criteria and missing documents
With usChecks completeness and eligibility, listing exactly what is missing
−80%completeness checking time

Translation

Service obligation
88%
Automatable
TodayOutsourced or delayed
With usProduces Arabic and English versions, plus plain-language rewrites
−85%translation turnaround

Inspections

Risk-based prioritisation
60%
Automatable
TodayFixed schedules regardless of risk
With usPrioritises by risk from your own history, with the reasoning shown
−45%inspections that miss the risk

Why Momentem

About the company →

Air-gapped is normal for us

No egress, self-hosted weights, updates through your controlled-media process. We build this shape routinely.

Evidence pack, not promises

Deployment topology, access model, audit format and retention documented for the reviewing body during the build.

Your IP, no lock-in

Code, documentation and runbooks in your own repositories. No licence needed to keep operating it.

Fixed scope, procurable

Fixed fee and written artefacts, which is easier to evaluate than an open-ended engagement.

The business outcomes we measure against
Cost per casethe unit economics of the service
Service level compliancestatutory or published turnaround targets
Officer hours per casecapacity returned to decision-making
Backlog at peakthe queue that draws public attention
Appeal and rework ratedecisions revisited for avoidable reasons
Audit reconstructionhow quickly a decision can be evidenced

How the build runs.

Week 0

Scope

Sessions with the people doing the work. We leave with a written target and a data map.

Week 1 to 2

Prove

A thin slice against your real records, scored on a test set drawn from your own history.

Week 3 to 12

Deploy

Integrations, approval gates, audit logging. Live on one team with a rollback switch.

Ongoing

Hand over

Runbooks, paired on-call and a decision log, until your team changes it without us.

Rows of empty seats in a darkened hall
Six weeks, in ninety seconds.Walkthrough · 1:30

Which of these workflows costs you most?

Forty-five minutes with the people who would build it. No pitch, and a straight answer on whether it is worth building.

Schedule call

Questions

All questions

Yes. No egress, self-hosted open weights, with model and dependency updates arriving through your controlled-media process.

You do. Code, documentation and runbooks live in your own repositories, with no licence required to keep operating it.

We produce the deployment topology, access model, audit format and retention documentation as part of delivery, and answer questionnaires ourselves.

Other industries

Logistics

Scheduling, dispatch, exceptions and proof of delivery

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Banking & finance

Onboarding, reconciliation, risk and reporting

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Real estate

Listings, leads, contracts and property operations

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Healthcare

Intake, coding, coordination and records

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Construction

Tenders, submittals, site reporting and variations

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Retail

Catalogue, demand, support and merchandising

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Professional services

Document review, proposals and billing hygiene

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Hospitality

Bookings, guest requests and revenue reporting

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Energy & utilities

Asset records, maintenance planning and compliance

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Education

Admissions, student records and support desks

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Legal

Contract review, disclosure and matter intake

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