RAPIDSYNAPSE

← HOME

// Network schematic

Systems

Architectures at the scale we build and run. Generalised, without client specifics.

SYSTEM 01 · DATA & AI PLATFORM

Enterprise Data Application

From the data lake to AI agents: one secure, observable platform for business-critical data.

DATA LAKEenterprise data

AUTOMATED SYNCscheduled copy

LOCAL DATABASEoperational store

READ SERVICEquery & aggregate

API LAYERsingle entry point

MCP LAYERtools for agents

AUTHORIZATIONaccess decisions

PERMISSIONSusers & roles

VISUALIZATIONdashboards & reports

EVENT STREAMevery change recorded

AUDIT & LOGSlog readers

DOWNSTREAM APPSreact to events

AI AGENTS

BUSINESS USERShundreds to thousands

MONITORING & ALERTINGwatches every component

DATA LAKEenterprise data

AUTOMATED SYNCscheduled copy

LOCAL DATABASEoperational store

READ SERVICEquery & aggregate

API LAYERsingle entry point

MCP LAYERtools for agents

AI AGENTS

AUTHORIZATIONaccess decisions

PERMISSIONSusers & roles

VISUALIZATIONdashboards & reports

BUSINESS USERShundreds to thousands

EVENT STREAMevery change recorded

AUDIT & LOGSlog readers

DOWNSTREAM APPSreact to events

MONITORING & ALERTING

Data pipelinesAPI layerAuthorizationEvent-drivenMCP & AI agentsObservability

SYSTEM 02 · MODEL PIPELINE

Model Orchestration Pipeline

An orchestrated chain of models: data preparation, simulation and prediction, each step triggered by events and fully audited.

AUDIT LOGwhat ran, where, when

ORCHESTRATORruns the pipeline step by step

REPORT SERVICEbuilds the run report

NOTIFICATIONSinforms end users

END USERS

EVENT BUS & QUEUErequests out, completion events back

DISTRIBUTED COMPUTEML runtime at scale

01 · DATA PREPARATIONextract & load

02 · SIMULATION MODELMonte Carlo, metrics

03 · PREDICTION MODELforecasts & trends

DATA LAKEraw enterprise data

PROCESSING DATABASEinputs, metrics, results

OBJECT STORAGEreports & run metadata

REQUEST → PROCESS → DONE EVENT → NEXT STEPevery step reports back through the bus

ORCHESTRATORruns the pipeline step by step

EVENT BUS & QUEUE

01 · DATA PREPARATION

02 · SIMULATION MODEL

03 · PREDICTION MODEL

DATA LAKEraw enterprise data

PROCESSING DATABASEinputs, metrics, results

OBJECT STORAGEreports & run metadata

DISTRIBUTED COMPUTE

REPORT SERVICE

NOTIFICATIONS

AUDIT LOG

END USERS

OrchestrationEvent-drivenMonte Carlo simulationPredictive modelsDistributed computeAudit & reporting

SYSTEM 03 · MEDICAL IMAGING AI

Clinical Vision Platform

Models trained on historical endoscopy video, then running live next to the doctor: findings highlighted on screen in real time.

TRAININGlearning from history

LIVE ANALYSISnext to the doctor

VIDEO ARCHIVEhistorical recordings

FRAME EXTRACTIONanonymised frames

EXPERT ANNOTATIONlabelled findings

TRAINING DATASETcurated & versioned

GPU COMPUTEtraining at scale

MODEL TRAININGdeep learning

VALIDATIONsensitivity & specificity

MODEL REGISTRYapproved versions

ENDOSCOPEcamera feed

VIDEO STREAMlive or recorded

REAL-TIME DETECTIONmodel in the loop

DOCTOR’S SCREENhighlighted findings

DOCTOR

FINDINGS & REPORTSstored for review

FEEDBACK LOOPnew cases improve the model

TRAINING

VIDEO ARCHIVEhistorical recordings

FRAME EXTRACTION

EXPERT ANNOTATION

TRAINING DATASETcurated & versioned

GPU COMPUTE

MODEL TRAINING

VALIDATION

MODEL REGISTRY

LIVE ANALYSIS

ENDOSCOPE

VIDEO STREAM

REAL-TIME DETECTION

DOCTOR’S SCREEN

DOCTOR

FINDINGS & REPORTSstored for review

Computer visionModel trainingReal-time inferenceModel registryVideo processingFeedback loop

SYSTEM 04 · STREAMING PLATFORM

Global Playback Platform

Live and on-demand video for millions of viewers: every app calls one gateway that decides who can watch, from where and with which ads; its built-in player then pulls encrypted video and audio from the nearest edge.

CLIENT APPSthe player lives inside every app

CONSOLE

PLAYERdecrypts & plays

MOBILE

PLAYERdecrypts & plays

BROWSER

PLAYERdecrypts & plays

PLAYBACK GATEWAYone entry for every device

ENTITLEMENTSmay this user watch?

STREAM SELECTIONnearest CDN edge

AD DECISIONINGwhich ads, where

BOOKMARKSresume where you left off

TRAFFIC ANALYTICSbest way to deliver

MEDIA ORIGINfiles & live encoders

CDN EDGESclose to every viewer

LICENSE SERVICEdecryption keys

VIDEO STREAM

AUDIO STREAM

LICENSE KEYS

CLIENT APPS

CONSOLE

PLAYER

MOBILE

PLAYER

BROWSER

PLAYER

PLAYBACK GATEWAY

ENTITLEMENTS

STREAM SELECTION

AD DECISIONING

BOOKMARKS

TRAFFIC ANALYTICS

MEDIA ORIGIN

CDN EDGES

LICENSE SERVICE

Playback gatewayEntitlementsCDN routingAd decisioningDRM & encryptionAdaptive streaming

END OF TRANSMISSION

Let’s connect

Tell us about your project. We’ll start with a short conversation.

WRITE TO US

RAPIDSYNAPSE

{{tx.syKick}}

Enterprise Data Application

{{tx.sy.lake}}{{tx.sy.lakeS}}

{{tx.sy.sync}}{{tx.sy.syncS}}

{{tx.sy.db}}{{tx.sy.dbS}}

{{tx.sy.read}}{{tx.sy.readS}}

{{tx.sy.api}}{{tx.sy.apiS}}

{{tx.sy.mcp}}{{tx.sy.mcpS}}

{{tx.sy.auth}}{{tx.sy.authS}}

{{tx.sy.perm}}{{tx.sy.permS}}

{{tx.sy.vis}}{{tx.sy.visS}}

{{tx.sy.events}}{{tx.sy.eventsS}}

{{tx.sy.audit}}{{tx.sy.auditS}}

{{tx.sy.down}}{{tx.sy.downS}}

{{tx.sy.agents}}

{{tx.sy.users}}{{tx.sy.usersS}}

{{tx.sy.mon}}{{tx.sy.monS}}

{{tx.sy.lake}}{{tx.sy.lakeS}}

{{tx.sy.sync}}{{tx.sy.syncS}}

{{tx.sy.db}}{{tx.sy.dbS}}

{{tx.sy.read}}{{tx.sy.readS}}

{{tx.sy.api}}{{tx.sy.apiS}}

{{tx.sy.mcp}}{{tx.sy.mcpS}}

{{tx.sy.agents}}

{{tx.sy.auth}}{{tx.sy.authS}}

{{tx.sy.perm}}{{tx.sy.permS}}

{{tx.sy.vis}}{{tx.sy.visS}}

{{tx.sy.users}}{{tx.sy.usersS}}

{{tx.sy.events}}{{tx.sy.eventsS}}

{{tx.sy.audit}}{{tx.sy.auditS}}

{{tx.sy.down}}{{tx.sy.downS}}

{{tx.sy.mon}}

Model Orchestration Pipeline

{{tx.sy2.audit}}{{tx.sy2.auditS}}

{{tx.sy2.orch}}{{tx.sy2.orchS}}

{{tx.sy2.report}}{{tx.sy2.reportS}}

{{tx.sy2.notif}}{{tx.sy2.notifS}}

{{tx.sy2.users}}

{{tx.sy2.bus}}{{tx.sy2.busS}}

{{tx.sy2.cmp}}{{tx.sy2.cmpS}}

{{tx.sy2.prep}}{{tx.sy2.prepS}}

{{tx.sy2.sim}}{{tx.sy2.simS}}

{{tx.sy2.pred}}{{tx.sy2.predS}}

{{tx.sy2.lake}}{{tx.sy2.lakeS}}

{{tx.sy2.db}}{{tx.sy2.dbS}}

{{tx.sy2.store}}{{tx.sy2.storeS}}

{{tx.sy2.steps}}{{tx.sy2.stepsS}}

{{tx.sy2.orch}}{{tx.sy2.orchS}}

{{tx.sy2.bus}}

{{tx.sy2.prep}}

{{tx.sy2.sim}}

{{tx.sy2.pred}}

{{tx.sy2.lake}}{{tx.sy2.lakeS}}

{{tx.sy2.db}}{{tx.sy2.dbS}}

{{tx.sy2.store}}{{tx.sy2.storeS}}

{{tx.sy2.cmp}}

{{tx.sy2.report}}

{{tx.sy2.notif}}

{{tx.sy2.audit}}

{{tx.sy2.users}}

Clinical Vision Platform

{{tx.sy3.trn}}{{tx.sy3.trnS}}

{{tx.sy3.live}}{{tx.sy3.liveS}}

{{tx.sy3.arch}}{{tx.sy3.archS}}

{{tx.sy3.ext}}{{tx.sy3.extS}}

{{tx.sy3.ann}}{{tx.sy3.annS}}

{{tx.sy3.ds}}{{tx.sy3.dsS}}

{{tx.sy3.gpu}}{{tx.sy3.gpuS}}

{{tx.sy3.train}}{{tx.sy3.trainS}}

{{tx.sy3.val}}{{tx.sy3.valS}}

{{tx.sy3.reg}}{{tx.sy3.regS}}

{{tx.sy3.scope}}{{tx.sy3.scopeS}}

{{tx.sy3.strm}}{{tx.sy3.strmS}}

{{tx.sy3.det}}{{tx.sy3.detS}}

{{tx.sy3.scr}}{{tx.sy3.scrS}}

{{tx.sy3.doc}}

{{tx.sy3.fnd}}{{tx.sy3.fndS}}

{{tx.sy3.fb}}{{tx.sy3.fbS}}

{{tx.sy3.trn}}

{{tx.sy3.arch}}{{tx.sy3.archS}}

{{tx.sy3.ext}}

{{tx.sy3.ann}}

{{tx.sy3.ds}}{{tx.sy3.dsS}}

{{tx.sy3.gpu}}

{{tx.sy3.train}}

{{tx.sy3.val}}

{{tx.sy3.reg}}

{{tx.sy3.live}}

{{tx.sy3.scope}}

{{tx.sy3.strm}}

{{tx.sy3.det}}

{{tx.sy3.scr}}

{{tx.sy3.doc}}

{{tx.sy3.fnd}}{{tx.sy3.fndS}}

Global Playback Platform

{{tx.sy4.apps}}{{tx.sy4.appsS}}

{{tx.sy4.con}}

{{tx.sy4.plr}}{{tx.sy4.plrS}}

{{tx.sy4.mob}}

{{tx.sy4.plr}}{{tx.sy4.plrS}}

{{tx.sy4.web}}

{{tx.sy4.plr}}{{tx.sy4.plrS}}

{{tx.sy4.gw}}{{tx.sy4.gwS}}

{{tx.sy4.ent}}{{tx.sy4.entS}}

{{tx.sy4.sel}}{{tx.sy4.selS}}

{{tx.sy4.ads}}{{tx.sy4.adsS}}

{{tx.sy4.bm}}{{tx.sy4.bmS}}

{{tx.sy4.ana}}{{tx.sy4.anaS}}

{{tx.sy4.orig}}{{tx.sy4.origS}}

{{tx.sy4.edges}}{{tx.sy4.edgesS}}

{{tx.sy4.lic}}{{tx.sy4.licS}}

{{tx.sy4.vid}}

{{tx.sy4.aud}}

{{tx.sy4.key}}

{{tx.sy4.apps}}

{{tx.sy4.con}}

{{tx.sy4.plr}}

{{tx.sy4.mob}}

{{tx.sy4.plr}}

{{tx.sy4.web}}

{{tx.sy4.plr}}

{{tx.sy4.gw}}

{{tx.sy4.ent}}

{{tx.sy4.sel}}

{{tx.sy4.ads}}

{{tx.sy4.bm}}

{{tx.sy4.ana}}

{{tx.sy4.orig}}

{{tx.sy4.edges}}

{{tx.sy4.lic}}

Systems

Enterprise Data Application

Model Orchestration Pipeline

Clinical Vision Platform

Global Playback Platform

Let’s connect

{{tx.syTitle}}

Enterprise Data Application

Model Orchestration Pipeline

Clinical Vision Platform

Global Playback Platform

{{tx.t5}}