From AI ambition to

We help teams to discover opportunities and execute necessities by preparing, building, and embedding AI in real environments.

Foundation

Prepare what AI depends on

We assess data, tools and workflows; then define foundations needed to support AI in your context.

Compass

Discover where ai creates value

From AI Pulse and opportunity scans to focused workshops, we identify high-impact opportunities and shape clear, value-driven tracks.

Activation

Discover where ai creates value

We build, adapt and integrate AI systems embedding them into real operations, teams and processes.

Turning capabilities into action through our core models, architecture and applied practice

Backbone Illustration
Backbone Illustration

Backbone

Commencis AI way of working for discovering real value, adapting data and embedding AI into real operations ensuring AI works in the context.

Infrastructure Illustration

Infrastructure

Commencis AI way of working for discovering real value, adapting data and embedding AI into real operations ensuring AI works in the context.

Practice Illustration

Practice

Commencis AI way of working for discovering real value, adapting data and embedding AI into real operations ensuring AI works in the context.

Foundation is applied not only to what we build but how we build it

At Commencis, we apply AI Studio’s approach across our own teams and workflows. AI is embedded across our SDLC; from product discovery to engineering, QA, and delivery; improving speed, quality, and decision-making.

GovernanceSafety, Compliance and Control
Audit & LoggingPII Detection & MaskingPolicy EnforcementRisk ScoringExplainability Summaries

Mercury Sage connects systems and workflows across the product lifecycle.

Our approach is powered by Mercury Sage; our multi-agent platform that enables AI to coordinate, act, and operate across our SDLC tools, workflows and systems.

Not another tool but an orchestrator

From ticketing and repositories to design and operations by enabling coordinated, controlled execution across tasks such as user story creation, technical documentation, reviews, conformity checks, test generation, and release preparation, with human-in-the-loop and built-in control points.

Explore Mercury Sage

Setting up everything your data needs for AI to create value

AI Studio brings together different techniques and approaches depending on the use case balancing data, system dependencies, and regulatory constraints to deliver working AI systems.

AI Studio Work

Retrieval Systems (RAG)EmbeddingsLLM Based Insight GenerationData Modeling

Where AI creates value

Executive insight generationCustomer feedback analysisRoot cause analysisRisk monitoringProduct analyticsDORA metrics analysisRelease impact analysis

AI Studio Work

Forecasting ModelsFine-TuningTime-Series ModelsModel EvaluationSupervised Learning

Where AI creates value

Predictive MaintenanceChurn PredictionDemand ForecastingRisk ScoringCapacity PlanningRelease Risk Prediction

AI Studio Work

Classification ModelsEmbeddingsClusteringAnomaly DetectionOCR PipelinesFine-Tuning

Where AI creates value

Behavioral Pattern DetectionTransaction MonitoringIncident ClusteringDocument ClassificationOCR ExtractionBug Pattern DetectionError ClusteringTest Failure Analysis

AI Studio Work

Agent OrchestrationTool IntegrationWorkflow AutomationLLM + Rules Hybrid Systems

Where AI creates value

Onboarding FlowsIncident TriageCase RoutingClaim ProcessingLLM + Rules Hybrid SystemsMulti-Step Task ExecutionAssisted WorkflowsUser Story GenerationTicket RoutingTest Case GenerationRelease Note GenerationTranscription Based Workflows

AI Studio Work

RAG ArchitectureKnowledge GraphsContext EngineeringEmbeddingsFine-tuning (Domain Adaptation)

Where AI creates value

Enterprise SearchDocument Q&AContract AnalysisDocument IntelligenceContext-Aware AssistantsDevelopment DocumentationCopilotsAPI AssistantsOnboarding Assistants

Ready to discover what AI can do for you?

Whether it is an offering you wish providing to your users or a process enabler workflow; we are ready to discover, define and deliver what your business need.

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