Turn AI opportunities into working systems through expert-led consulting.

Commencis AI Studio empowers companies to turn AI opportunities into working systems through expert-led consulting, technical preparation, and a forward-deployed approach.

Discover where AI creates value

Compass

Opportunity DiscoveryFeasibility & ImpactTech ReadinessPrioritized Roadmap

Prepare what AI depends on

Foundation

Data & KnowledgeInfrastructure & ToolingIntegration & MCPsMemory & Orchestration

Bring AI into operation

Activation

ImplementationIntegrationCustomizationScaling

Discover our enterprise-level AI solution design

We architect and run a layered backbone for enterprise AI, from access and orchestration, through intelligence and compliance, to deployment, designing each layer for your context and running it on cloud or fully on-premises.

02. Infrastructure

Choosing where to host the solutions. Making AI scalable, secure and ready for real environments across cloud, on-prem or hybrid setups.

03. Practice

Commencis AI approach for discovering real value, adapting data, and embedding AI into real operations to ensure AI works in context.

01. Backbone

Shared foundation where our solutions are built on. It connects models, data, workflows and enterprise systems.

01. Backbone

Shared foundation where our solutions are built on. It connects models, data, workflows and enterprise systems.

Backbone Illustration

02. Infrastructure

Choosing where to host the solutions. Making AI scalable, secure and ready for real environments across cloud, on-prem or hybrid setups.

Infrastructure Illustration

03. Practice

Commencis AI approach for discovering real value, adapting data, and embedding AI into real operations to ensure AI works in context.

Practice Illustration

Embedding AI into every stage of delivery

We run our own delivery the same way we deliver for clients, with end-to-end governance across the products we build ourselves. And the delivery itself runs on our own products: Mercury Sage across the build lifecycle, UserHear in voice-of-customer and product success.

AI synthesizes stakeholder input, profiles data, and surfaces needs and use cases.

Commencis AI for Product Development

Sage is the Commencis AI product for the software lifecycle, built on our agentic platform Mercury and shaped for product teams. It uses shared context to create and run analysis, code, tests, and more.

Commencis AI for Voice of the Customer

Built on Verity, UserHear turns fragmented user feedback into actionable intelligence. It aggregates multi-channel data to reveal user insights, enabling teams to shift from static reporting to real-time exploration. Now, you can uncover feedbacks and know what to build next.

Explore UserHear

The right technique for each use case

We bring the right technique to each use case, balancing data, systems and regulation.

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