01 / 06
Defense & aerospace
Spare-parts logistics, simulator support, sovereign deployments.
Parent companyAbout the company
3Lines is a Saudi advanced technologies company.
3Lines provides aircraft spare parts, simulator support, and sovereign technology solutions to defense, aerospace, and government operators across the Kingdom. We are the AI Division — building the agents, dashboards, and infrastructure that run the company's day-to-day operations and ship sovereign AI to other Saudi enterprises.
Defense MRO
Core business
Riyadh, KSA
Headquarters
AI Division
Our department
3lines.com.sa
Parent website
AI Agency for Saudi Enterprises
AI agents that runyour business operations.
We design, build, and deploy custom AI systems for ERP, HR, finance, and field operations — wired into the tools your team already uses.
- HQ
- Riyadh, KSA
- Security
- Sovereign deployments
- Models
- Claude · GPT · Gemini
Today's briefingUpdated 2 minutes ago
Reviewed 142 invoices in Odoo overnight.
3 contract renewals require approval this week.
Drafted 8 supplier replies in Outlook.
Throughput · 24h+18%
Trusted across the Kingdom
Saudia AerospaceAramco DigitalSTC CloudMinistry of DefenseSABICRiyadh BankNEOMKing Abdullah PortSaudia AerospaceAramco DigitalSTC CloudMinistry of DefenseSABICRiyadh BankNEOMKing Abdullah Port
Capabilities
AI systems built for the way you actually work
Six core practices, one operating model. Each engagement is scoped, priced, and shipped against measurable outcomes — not slideware.
AI command centers
Unified dashboards that surface ERP, email, calendar, HR, and reports through a single Claude-powered briefing.
Today's briefingLive
- 142 invoices reviewed in Odoo02:14
- 3 contract renewals pending03:48
- 8 supplier replies drafted05:21
- HR · 4 leave requests approved06:02
Throughput · 24h+18%
Document intelligence
RAG over policies, contracts, RFPs, and SOPs. Cited, auditable answers in Arabic and English.
"approval threshold for spare-part orders"3 cited
- Defense Procurement SOP — Rev. 140.94
Spare-part orders above SAR 250k require dual-signature approval before…
- RFP-2026-AERO-0180.88
Vendor response window closes 30 days after publication; clarifications via…
- Contract — Riyadh Air, Schedule B §4.20.81
Liquidated damages capped at 12% of total contract value; force majeure…
Audit trail · per-token142 ms
RAGCitationsAR + EN
Email automation
Triage, draft, and route Outlook traffic. Approval gates and full audit logs on every send.
OutlookApproval gates
ERP & HR copilots
Native integrations with Odoo and Jisr — turn natural language into invoices, leave requests, and reports.
OdooJisr HR
Field & ops agents
Voice-first agents for procurement, maintenance, and dispatch. Works offline, syncs when online.
VoiceOffline-first
Custom model deployment
On-prem or sovereign cloud. We handle evaluation, fine-tuning, guardrails, and red-teaming.
On-premSovereign cloudRed-teamEval-driven
deploy.ymldeployed
model: claude-opus-4-7region: ksa-riyadh-1deployment: sovereign-cloudguardrails: stricteval: continuousaudit: per-token
Spotlight · AI Command Center
One chat replaces eight tools.
Our flagship internal platform — Claude wired into Odoo, Outlook, Calendar, Jisr HR, and reports. Operators run a full workday from one window. Built and shipped to 3Lines staff in under 8 weeks.
24
Native AI tools
7
On-demand reports
8
Apps replaced
4 → 0.25
Hours per daily review
Odoo ERP
Search, approve, and reconcile purchase orders, sales orders, and invoices through chat. Generic search across any Odoo model — contacts, products, employees, leads.
142 invoices reviewed in one overnight run
Outlook & Calendar
Triage inbox, draft replies grounded in your contracts, and create or move calendar events without leaving the chat. Microsoft Graph wired end-to-end.
8 supplier replies drafted, 0 hand-typed
Jisr HR
Approve leave requests, pull headcount reports, and answer policy questions against your handbook. Bilingual responses, full audit per action.
4 leave requests cleared in 6 minutes
Reports & insights
Sales summary, invoice aging, purchase overview, accounts receivable, product performance — generated on demand from live ERP data, with charts and PDF export.
7 reports — generated under 30 seconds each
Tasks & reminders
Create, prioritize, and complete tasks via chat. Tags, due dates, and status. The AI proactively surfaces what needs attention each morning in the daily briefing.
100% of agent actions logged to audit trail
Bilingual & sovereign
Full Arabic + English UI with automatic RTL flip. Self-hosted at acc.ai3lines.com on KSA infrastructure. No data leaves the Kingdom.
100% in-Kingdom data residency
Selected work
Live dashboardView all agentsAgents already running in production
Seven AI systems we've built and deployed for 3Lines across the Kingdom. Each one ships with audit trails, bilingual UX, real integrations into the systems your team already uses, and measurable time savings.
ADS AI
RF engineeringAI-powered RF circuit design assistant for the engineering team. Describe what you need in plain English, the agent designs the circuit, simulates it with scikit-rf, plots S-parameters and Smith charts, runs Monte Carlo yield analysis, and exports to Touchstone or SPICE.
What we shipped
- 12 circuit templates: filters, matching nets, attenuators, dividers, couplers, amps
- 5 impedance-matching topologies — every match verified S11 < -58 dB
- Monte Carlo yield + scipy optimization (Nelder-Mead, Powell, Differential Evolution)
Stack
Next.js 16Convexscikit-rfClaude · OpenAI
License cost replaced
$50k/yr$0
More on the way
Field reports, contract review, RFQ analysis, and an Arabic voice agent are next on the roadmap. Want to see something specific built for your workflow?
Talk to the teamHow we work
Four stages, six to twelve weeks
Every engagement follows the same disciplined cadence. No mystery, no scope drift.
- 01
Discover
Workshops with your team. We map the workflows, data, systems, and decisions worth automating.
- 02
Design
Architecture, prompt patterns, evaluation criteria, and a working prototype against your real data.
- 03
Deploy
Production rollout with observability, guardrails, audit trails, and bilingual UX.
- 04
Operate
Continuous evaluation, model updates, and quarterly reviews tied to business KPIs.
Across the company
What it adds up to
Combined output of every agent we've shipped, measured against the workflows they replaced.
01
7
Agents in production
02
52,000+
Hours saved per year
03
142,000+
Documents processed monthly
04
6
Saudi verticals served
05
100%
Audit-trailed actions
06
< 2s
Average chat response
07
AR + EN
Native bilingual UX
08
0
Data leaves the Kingdom
Industries
Sectors we operate in
Built for environments where reliability, traceability, and bilingual support are not optional.
02 / 06
Financial services
Reconciliation, KYC, regulatory reporting, investor relations.
03 / 06
Healthcare
Clinical documentation, patient comms, claims and authorisation.
04 / 06
Public sector
Citizen services, document processing, multilingual support desks.
05 / 06
Logistics
Procurement copilots, supplier comms, fleet and dispatch.
06 / 06
Energy
Field reports, asset inspections, compliance documentation.
Defense & security
Defensive monitoring & decision-support.
Six specialised systems we are scoping or piloting for defense and security operators in the Kingdom. Every system is positioned as defensive, monitoring, or human-in-the-loop decision-support — never autonomous targeting.
DefensiveMonitoringDecision-supportHuman-in-the-loop
Monitoring
AI signal processing
Real-time fusion of radar, ELINT, and SIGINT streams. Deep models classify and de-noise signals; anomaly scoring routes findings to operators.
Monitoring
Radar threat awareness
Tracks fused with ADS-B and intel feeds into one situational picture. Unusual approach patterns flagged for the operator to review.
Defensive
Military health monitoring
Wearable + sensor data (HR, SpO₂, fatigue, heat). Edge models surface medical risk before it becomes critical. Fully on-prem.
Human-in-the-loop
AI targeting & risk assessment
Identifies and scores potential security risks for personnel, locations, and operations. Output is advisory — every action gated by a trained human.
Decision-support
Logistics & command-support
Spare-parts forecasting, supply-chain risk, perimeter surveillance summaries, and a natural-language layer over secure command dashboards.
Defensive
Doctrine & briefing assistant
Cited Q&A over manuals, ROE, and orders in Arabic + English. Air-gapped deployment, full audit trail per question and per source citation.
All defense systems are scoped under 3Lines' role as a Saudi MRO and aerospace partner. We do not build offensive autonomous systems.
What we're working on
Key challenges we aim to address
Building sovereign AI in the Kingdom means hitting walls that don't exist for hyperscalers. These are the ones we're investing in — partners and collaborators welcome.
01 / 06
AI talent & hiring
Senior AI engineers and bilingual prompt designers are scarce in the Kingdom. We're investing in apprenticeships and pairing local engineers with frontier-lab veterans to grow the bench fast.
Talent
02 / 06
Arabic training data
Modern Standard Arabic is well-served, but Saudi dialect, government documents, and defense terminology are not. We're curating high-quality bilingual corpora with permission-cleared sources.
Data
03 / 06
Air-gapped deployment
Defense and healthcare workloads require fully offline, audit-traceable LLM stacks. We're hardening Llama and Qwen-based pipelines that run without phoning home and meet KSA classification requirements.
Security
04 / 06
Voice latency in Arabic
Real-time bilingual voice agents need < 800 ms turn-taking. Off-the-shelf TTS for Arabic struggles with dialect, and ASR drops 10-15 % on Saudi accents. We're tuning open models on local speech.
Voice
05 / 06
Eval harnesses for Arabic outputs
Most public benchmarks measure English. Building automated eval pipelines that catch hallucinations, dialect slips, and policy violations in Arabic responses is an open research area for us.
Evaluation
06 / 06
Domain-specific fine-tunes
Cross-encoder rerankers and small task-specific models trained on defense MRO, financial reconciliation, and clinical Arabic data — open-sourced where the data allows.
Models
Start the conversation
Bring AI into the heart of your operation.
Tell us about the workflow you want to transform. We'll come back within 48 hours with a scoped recommendation.