iclarisServices
AI, analytics, and Business Intelligence
AI integration for real workflows, analytics for clear insights, and custom BI for reliable reporting.
AI Integration
Integrate AI into real workflows, focused on practical value.
Applied use case
One focused initiative defined with a clear output format and routine.
Implementation
AI-assisted summaries, extraction, drafting, or automation embedded where work happens.
Iteration
Short cycles to refine prompts, outputs, and handoff materials.
Enablement
Usage guidance and prompting practices the team can apply immediately.
Custom BI & Dashboards
Reporting systems built for clarity: dashboards, scheduled reporting, automation, and data integrations.
Discover
Assess sources, KPIs, refresh cadence, and constraints.
Build
Design dashboards, reporting automation, and required data flows.
Rollout
Publish, schedule, and hand off with simple upkeep guidelines.
Advanced Analytics & Insights
High-impact analysis to understand drivers, risk, and opportunity with structured outputs.
Text Intelligence
Turn messy text into measurable drivers, themes, and actionable signals.
Anomaly Detection
Spot non-normal patterns early and understand what changed.
Demand Sensing & Early-Warning Analysis
Detect demand shifts and risks before they show up in core metrics.
Lead Scoring Analysis
Prioritize leads and opportunities with higher conversion potential.
Churn / Propensity Scoring
Estimate churn or propensity from anonymized signals to focus actions.
Forecast & Capacity Analysis
Forecast demand and plan capacity ahead to reduce operational risk.
Scenario Analysis and Action Thresholds
Simulate business levers and encode thresholds for faster, consistent execution.
Opportunity & Mix Optimization
Reveal where margin is generated and which levers increase profit.
LTV Analysis (by Segment / Cohort)
Quantify long-term value to guide acquisition, retention, and upsell priorities.
Correlation & Causality Analysis
Separate real commercial drivers from noise and false correlations.