Technology · Strategy · 2026

Technical
Projects Roadmap

Six strategic pillars shaping our platform's evolution — from intelligent data infrastructure to AI-native risk orchestration.

Data Intelligence
Risk Orchestration
Embedded Insights
Performance Reliability
Data Sovereignty
A.I Infrastructure
01
Data Intelligence
Multi-Source Data Enrichment & Validation
Broaden our data collection ecosystem, enforce quality at ingestion, and build a richer operational context through vessel positioning, carrier schedules, and expanded tracking coverage.
Q1 – Q2
Federated Data Source Network
Diversify ingestion pipelines across multiple independent feeds, enabling cross-validation, failover resilience, and broader operational coverage.
Q1
Automated Data Quality Framework
Continuous validation engine with completeness scoring, anomaly detection, and structured alerting — ensuring trust in every data point before it reaches the platform.
Q2
Industry-Wide Schedule Aggregation
Collect and normalize vessel schedule data from across the market — not just our carriers — to provide full-spectrum departure and arrival context.
Q2 – Q3
Universal Carrier Tracking Coverage
Systematically expand Track & Trace connectivity to match the full breadth of carrier web portals and APIs, eliminating blind spots in shipment visibility.
Q3 – Q4
AIS Vessel Intelligence Layer
Integrate live AIS positioning streams to construct a vessel and voyage context engine — enriching ETA predictions and port congestion awareness with real-world signal data.
02
Risk Orchestration
Proactive Supply Chain Risk Intelligence
Detect, quantify, and respond to supply chain disruptions before they escalate — across cargo condition, schedule integrity, routing, vessel assignment, financial exposure, and load confirmation.
!
Q2 – Q3
Cargo Condition Monitoring & Insurance Automation
IoT-driven in-container sensing for temperature, humidity, and shock events — paired with an agentic AI layer that autonomously triggers and manages insurance workflows on deviation.
!
Q1 – Q2
Schedule Deviation Early Warning System
Predictive delay engine that surfaces ETA/ETD variance before it impacts operations, with automated stakeholder notifications and downstream rebooking recommendations.
!
Q2
Routing Integrity Monitor
Real-time detection of unexpected routing changes with impact analysis — surfacing cost, time, and commitment implications the moment a deviation is confirmed.
!
Q2 – Q3
Vessel Substitution & Document Coherence Guard
Automated cross-reference of vessel changes against live shipment documents — flagging B/L mismatches and manifest inconsistencies before they cause compliance or operational failures.
!
Q3
Demurrage Exposure Forecasting Engine
Predictive model combining ETA/ETD signals with equipment movement histories to quantify demurrage exposure in advance — enabling proactive mitigation before costs accumulate.
!
Q3 – Q4
Silent Cargo Detection — Not Loaded Identification
Cross-reference AIS positioning and port gate data to identify containers confirmed booked but not physically loaded — triggering automated exception workflows immediately.
03
Embedded Insights
Zero-Friction, Contextual Intelligence
Move KPIs from static dashboards into the flow of work — delivered inline, in natural language, and ready to act on without configuration or navigation overhead.
Q1 – Q2
In-Context Performance Indicators
Embed KPIs directly within workflow screens — surfaced at the point of decision, not buried inside a separate analytics module requiring multiple clicks to reach.
Q2 – Q3
Conversational KPI Digest Engine
LLM-powered layer that interprets natural language queries and responds with concise, plain-English performance summaries drawn directly from live platform data.
Q3
Pre-Built Intelligence Catalog
A library of ready-to-activate KPI templates that eliminate the build-your-own burden — standardized, tested, and immediately actionable for all user roles.
KPI Assistant · Live Preview
What's our on-time delivery rate this month?
On-Time Delivery — February 2026

Rate: 87.4%  ▲ +2.1% vs last month
Best route: Casa → Rotterdam (96%)
⚠ 3 shipments flagged as at-risk — view details
Any demurrage exposure this week?
7 containers at demurrage risk.
Estimated exposure: $14,200
2 critical — action required within 18h
Which carrier had the most vessel changes?
MSC — 14 vessel substitutions (Feb)
3 resulted in document mismatches.
Recommended: escalate review for BL #MC2024-441
04
Performance Reliability
Carrier & Shipper Reliability Scoring
Introduce standardized, composite reliability scores for both maritime service loops and individual shippers — creating an objective benchmark for performance and accountability.
Q2 – Q3
Maritime Service Performance Index
A composite reliability score per shipping line and service loop, reflecting schedule adherence, vessel stability, port omission frequency, and transit time consistency over rolling periods.
Schedule Adherence Rate
Vessel Substitution Frequency
Port Omission & Skips Tracker
Rolling Transit Time Consistency
Q3 – Q4
Shipper Performance Profile
An individual-level reliability index per client, built from booking accuracy, cargo readiness patterns, documentation timeliness, and exception frequency — enabling proactive, data-driven customer engagement.
Booking Accuracy & Cancellation Rate
Cargo Readiness Lead Time
Documentation Submission Timeliness
Exception & Claim Frequency Index
05
Data Sovereignty
End-to-End Security & National Data Governance
Harden the entire data stack with encryption-first architecture while establishing a country-level governance framework — beginning with Morocco as the pilot jurisdiction.
Q1 – Q2
Encryption-First Data Architecture
Full end-to-end encryption across all data in transit and at rest — covering shipment records, financial data, client profiles, and API communications — underpinned by a zero-trust access model.
TLS 1.3 across all API surfaces
AES-256 at-rest encryption
Zero-trust network segmentation
Automated key rotation & HSM
Q2 – Q4
Sovereign Data Residency Framework
Country-level data localisation and governance controls, starting with Morocco — with an architecture designed to scale to new jurisdictions through configuration, not code changes.
GDPR-aligned data handling policies
Country-level access segmentation
Configurable retention & erasure rules
Multi-country rollout architecture
Governance Phased Rollout
National Jurisdiction Timeline
🇲🇦 Morocco Phase 1 · Q2 2026
🌍 West Africa Region Phase 2 · Q3 2026
🌐 GCC & Gulf Markets Phase 3 · Q4 2026
🇪🇺 European Markets Phase 4 · 2027
06
A.I Infrastructure
AI-Native Platform Architecture
Build the foundational infrastructure that makes intelligent, autonomous, and conversational capabilities possible across all platform pillars — from data to risk to insights.
Data Layer
Unified Data Lake (AIS + T&T + IoT + Carriers) Real-Time Event Streaming (Kafka) Data Quality & Governance Pipelines Multi-Source Normalisation Engine
AI / ML Layer
Predictive Models — ETA, Delay, Demurrage Agentic Workflow Engine (LangGraph) LLM Integration — KPI Summaries & Alerts Anomaly Detection Models Document Validation NLP
Application Layer
Platform API Gateway KPI Prompt Engine Risk Alert Orchestrator Notification & Escalation Hub Insurance Workflow Connector
Agentic A.I Capabilities
🌡️
Cargo & Insurance Agent
Monitors IoT signals. On threshold breach, autonomously initiates insurance claim workflows and escalates for human review.
🔀
Risk Orchestration Agent
Continuously synthesises ETA, routing, vessel, and demurrage signals — dispatching targeted alerts to the right stakeholders.
💬
KPI Dialogue Agent
LLM agent that parses natural language queries and returns contextual, plain-language performance intelligence from live data.
📄
Document Coherence Agent
Cross-checks vessel change events against active shipment documents in real time — flagging mismatches before they cause compliance failures.
—
Master Plan
2026 Delivery Timeline
All strategic initiatives mapped quarter by quarter, colour-coded by pillar.
Q1 · 2026
Automated Data Quality Framework
Encryption-First Architecture (P1)
Schedule Deviation Early Warning
In-Context KPIs in Platform
Q2 · 2026
Federated Data Source Network
Industry-Wide Schedule Aggregation
Universal Carrier Tracking Coverage
Cargo Condition & Insurance Agent
Routing Integrity Monitor
Vessel Substitution Guard
Conversational KPI Digest Engine
Maritime Service Performance Index
Morocco Data Governance (P1)
Q3 · 2026
AIS Vessel Intelligence Layer
Demurrage Exposure Forecasting
Pre-Built Intelligence Catalog
Shipper Performance Profile
West Africa Data Governance
Agentic Risk Orchestrator (live)
Q4 · 2026
AIS Full Platform Integration
Silent Cargo Detection — Live
Shipper Index — Full Rollout
GCC Data Governance Deployment
AI Infrastructure Retrospective