COGNITIVE SERVICES
Serenitech Cognitive Services
Serenitech Cognitive Services — the cloud layer of our AI cognitive robotics system: a unified, cloud-native platform that turns high-technology sub-surface physical phenomena into granular, real-time operational data streams. Continuous coverage of the critical domains: access channel, manoeuvring basins, berthing piers — and, for offshore and subsea operators, the structure itself.
Architecture mandate
Distinctly moving away from a decentralised, hardware-centric model, the service encapsulates all underlying instrumentation under abstract functional layers, served through low-latency secure APIs to control dashboards, real-time alert systems and a high-fidelity 3D spatial digital twin.
Module 01
Environmental Noise & Vibration Protection
What we measure
Continuous underwater sound-pressure levels across bands; micro-seismic and low-frequency mechanical energy propagating through piers and quay walls; water temperature and salinity profiles to compute local sound-speed vectors.
What you get
Real-time Acoustic Energy Matrix (dB re 1 µPa) updated across 1/3-octave bands from 10 Hz to 20 kHz; Structural Health Strain Maps with vibration amplitudes, velocity vectors and peak-particle-acceleration anomalies; immediate boundary-exceedance alerts linked to specific harbour sectors.
Why it matters
Proof of compliance with underwater noise limits, protection of marine fauna and structures, evidence for environmental reporting.
Module 02
Automated Digital Vessel Identification
What we measure
High-resolution broadband and narrowband acoustic emission signatures; blade-rate modulation frequencies (fundamental propeller signature); multi-axis geomagnetic anomalies induced by moving hull mass; localised low-frequency hydrodynamic pressure signatures.
What you get
Unique Acoustic Fingerprint Profile (engine firing rates, shaft RPM, blade count, harmonic peaks); Magnetic Anomaly Profiles mapping hull mass; Multi-Influence Verification Matrix cross-referencing real-time footprints with mandatory AIS data; instant Dark Vessel Alerts when unauthorised or silent vessels cross spatial boundaries.
Why it matters
Security of the access channel and restricted zones, verification of declared traffic, forensic record of every movement.
Module 03
Predictive Siltation & Shoaling Intelligence
What we measure
Multi-frequency acoustic backscatter mapping suspended sediment; full-swath bathymetric depth matrices across channels and berthing pockets; local flow velocities and bottom shear-stress vectors.
What you get
Siltation Deposition Velocity Vectors predicting cubic metres of accumulation per grid coordinate per unit time; real-time volumetric deviation charts against historical baselines; automated critical dredging alerts prioritising zones approaching regulatory safety thresholds.
Why it matters
Dredging planned on prediction rather than on periodic surveys — lower cost, no surprise shoaling, documented safety.
Module 04
Dynamic Channel & Berth Draft Monitoring
What we measure
High-density vertical distance matrices between hull and active channel bed; multi-point hydrostatic pressure gradients along the hull; dynamic tidal elevation, water density and wave-induced vertical motion.
What you get
Real-time dynamic vessel draft at bow, stern and midship; continuous Under-Keel Clearance (UKC) safety margins as the ship transits; squat effect and heel/roll analytics; spatial grounding-hazard predictions mapping low-clearance hot spots.
Why it matters
Safer transits, tighter draft windows, more cargo per call — with the evidence to support every decision.
Module 05
Structural Integrity & Berthing Impact Monitoring
What we measure
Autonomous cognitive robotic units fixed to piles, dolphins, fenders, quay walls, mooring structures, jacket legs, risers and subsea assets — three-axis acceleration, angular motion and displacement, shock/impact detection, full vibration spectrum and modal analysis; data carried by underwater wireless links to surface gateways (cellular, satellite or long-range low-power radio) with multi-year autonomy.
What you get
Displacement and drift trends, fatigue and modal signatures, timestamped impact records that identify the responsible vessel in docking collisions, threshold-based anomaly alerts, direct SCADA integration.
Why it matters
Liability and insurance evidence, fewer unplanned repairs, integrity management for structures no diver inspects every day.
Module 06
Cloud Platform: APIs, Dashboards, Alerts & Digital Twin
APIs
Developer-centric REST endpoints for structural queries and WebSocket streams for real-time applications; instant integration into VTMIS, SCADA, ERP and PMS.
Executive Control Dashboard
Multi-tenant view of port health — ambient noise indexes, berths within safe UKC, dredging priorities, vessel movement logs.
Smart Event Alarms & Policy Enforcement Engine
Low-latency rules pushing visual, SMS and webhook alerts — environmental violations, security threats, safety hazards.
3D Spatial Digital Twin
Interactive browser-based model with volumetric bed renders, dynamic vessel blocks and sub-surface wavefront overlays.
GET /v1/channel/bathymetry/mesh
{ "grid_id": "basin_3", "mean_depth_m": 16.42, "siltation_volume_m3": 1420.5, "critical_alert": false }
GET /v1/vessels/signatures/classify
{ "confidence_score": 0.98, "detected_blade_rate_hz": 14.2, "ais_mismatch": true, "classification_tags": ["Dark Vessel", "Capesize Bulk Carrier"] }
GET /v1/environment/acoustic/streams
{ "sector_id": "ch_north_02", "spl_db": 142.3, "frequency_spectrum": { "63hz": 138.1, "125hz": 132.4 } }COMMERCIAL MODEL
Monitoring-as-a-Service
Monitoring-as-a-Service subscription — cognitive robotic units installed, owned and maintained by Serenitech; open-book pricing at local market conditions; engineering studies and technology development available as consulting.
TEST-DRIVE
Start with a test-drive.
A time-boxed pilot on one berth, channel sector or structure: live data, alerts and the digital twin on your assets, before any long-term commitment.
Request a technical briefing