Predictive analytics consulting
PREDICTIVE ANALYTICS CONSULTING & AI SOLUTIONS
Looking to turn data into decisions that move the needle? Our team delivers AI-powered predictive analytics consulting, combining machine learning, clean data pipelines, and domain expertise, to forecast demand, prevent failures, and quantify risk with precision.
From end-to-end predictive analytics solutions and real-time/IoT deployments to cloud MLOps, we embed predictions into your workflows and KPIs
Discover our expertise
AI-DRIVEN PREDICTIVE MAINTENANCE & ANALYTICS
We help our clients move from hindsight to foresight. We design and deploy custom predictive models: churn, demand, pricing, risk, and maintenance, that are accurate, explainable, and production-ready.
Using cloud-based and real-time architectures (edge/IoT included), we integrate predictions into your CRM, ERP, and BI to drive action, not just dashboards. Partner with a predictive analytics consulting team built for measurable impact and scale.
AI Governance and Security
Build AI you can trust. At Sigma Technology, we put guardrails around your predictive models and LLM, so they are secure, fair, and audit-ready. We design governance frameworks, lock down data, and keep models monitored from day one.
Predictive Analytics Solutions That See Around Corners
We design, deploy, and scale predictive analytics and AI solutions that plug into your workflows.
Predictive Maintenance & Asset Health
Detect early failure signals, schedule right-time service, and extend asset life to protect uptime and OEE.
Demand, Supply & Capacity Forecasting
Forecast demand, inventory, and staffing by site/time to cut stockouts, bottlenecks, and overtime.
Customer Churn, LTV & Next-Best Action
Score churn and lifetime value, then trigger the offer or service step that lifts retention and CLV.
Risk, Fraud & Anomaly Detection
Score credit and transaction risk, surface anomalies in real time, and block losses before they spread.
Revenue Optimization
Recommend dynamic prices and promotions using elasticity and market signals to maximize conversion and margin.
Industries
Predictive Analytics Services
AI & Predictive Analytics Advisory
We help leadership translate ambition into a practical predictive analytics program. Through AI consulting workshops, value discovery, and KPI alignment, we define the operating model, tech stack, and delivery plan that turns data into decisions, covering core use cases like predictive maintenance, demand forecasting, and pricing.
Learn more about our AI consulting and development services
Data Assessment & Readiness
We make your data model-ready with a clear plan for pipelines, feature stores, and governance. By auditing ERP/MES/CRM/IoT sources, fixing quality issues, and setting access controls, we create reliable, compliant datasets that fuel accurate forecasts and maintenance models.
Architecture & Platform (Cloud/Edge/IoT)
We design secure, scalable platforms for real-time and batch predictive analytics on AWS, Azure, or GCP. From streaming ingestion to storage and compute, we balance performance and cost while enabling edge/IoT scenarios and future-proof integrations.
MLOps & Model Operations
Production-grade ML with CI/CD, monitoring, drift detection, and automated retraining. We manage model lifecycle and SLAs so predictions stay accurate, compliant, and cost-optimized.
Cloud Analytics
Landing zones, storage/compute architecture, and streaming for secure, cost-efficient analytics in the cloud. We right-size resources, set autoscaling guardrails, and implement FinOps visibility so spend tracks value.
Outcome: elastic performance, predictable costs, and faster time to insight.
Integration & Automation (ERP/MES/CRM/BI)
We embed predictions where work happens: CMMS/ERP for maintenance, MES for quality, CRM for retention, and BI for decisions. APIs, events, and alerting connect insights to tickets, work orders, and next-best actions, turning analytics into automated outcomes.
AI Strategy & Consulting
Our AI Strategy & Consulting services are designed to guide businesses through the process of integrating AI into their operations. We help you define a clear AI roadmap, aligning technology with your business objectives. From AI readiness assessments to solution implementation, our team provides expert advice and strategies that ensure successful AI adoption and deliver measurable business outcomes.
Predictive Maintenance & Asset Health (IIoT)
We help you prevent breakdowns before they happen. With predictive analytics, we spot early warning signs in your equipment and recommend the best time to service it. So you avoid unplanned stops, cut emergency repair costs, and keep operations running smoothly.
Result: more uptime, lower maintenance spend, and longer asset life.
We help leadership translate ambition into a practical predictive analytics program. Through AI consulting workshops, value discovery, and KPI alignment, we define the operating model, tech stack, and delivery plan that turns data into decisions, covering core use cases like predictive maintenance, demand forecasting, and pricing.
Learn more about our AI consulting and development services
We make your data model-ready with a clear plan for pipelines, feature stores, and governance. By auditing ERP/MES/CRM/IoT sources, fixing quality issues, and setting access controls, we create reliable, compliant datasets that fuel accurate forecasts and maintenance models.
We design secure, scalable platforms for real-time and batch predictive analytics on AWS, Azure, or GCP. From streaming ingestion to storage and compute, we balance performance and cost while enabling edge/IoT scenarios and future-proof integrations.
Production-grade ML with CI/CD, monitoring, drift detection, and automated retraining. We manage model lifecycle and SLAs so predictions stay accurate, compliant, and cost-optimized.
Landing zones, storage/compute architecture, and streaming for secure, cost-efficient analytics in the cloud. We right-size resources, set autoscaling guardrails, and implement FinOps visibility so spend tracks value.
Outcome: elastic performance, predictable costs, and faster time to insight.
We embed predictions where work happens: CMMS/ERP for maintenance, MES for quality, CRM for retention, and BI for decisions. APIs, events, and alerting connect insights to tickets, work orders, and next-best actions, turning analytics into automated outcomes.
Our AI Strategy & Consulting services are designed to guide businesses through the process of integrating AI into their operations. We help you define a clear AI roadmap, aligning technology with your business objectives. From AI readiness assessments to solution implementation, our team provides expert advice and strategies that ensure successful AI adoption and deliver measurable business outcomes.
We help you prevent breakdowns before they happen. With predictive analytics, we spot early warning signs in your equipment and recommend the best time to service it. So you avoid unplanned stops, cut emergency repair costs, and keep operations running smoothly.
Result: more uptime, lower maintenance spend, and longer asset life.
Predictive Analytics Quickstart
Customized Roadmap. We design a clear, step-by-step plan to apply predictive analytics to your most significant opportunities: predictive maintenance, demand forecasting, dynamic pricing, churn/risk, mapped to your KPIs, budget, and timeline.
Predictive Readiness Assessment. We review the data, tools, and processes you already have and pinpoint gaps to close.
Opportunity Snapshot. A brief showing where predictive analytics delivers the biggest wins in your business, estimated ROI ranges, required data, and clear next steps, plus a fixed-scope Quickstart plan (timeline, team, pricing) to get results in weeks.
Schedule a strategy session
Book a brainstorming session
to align opportunities
with business goals.
Case studies
Using AI and machine learning, a leading engine manufacturer enhanced its painting process, increasing efficiency, minimizing material waste, and introducing predictive maintenance. Our solution refined paint flow and improved machine performance, resulting in sustained cost reductions and fostering innovation in manufacturing.
Read more
With an AI-driven, sound-based predictive maintenance system, a manufacturing facility shifted from reactive to proactive knife replacement. This advancement cut unplanned downtime, streamlined inventory management, and strengthened workplace safety. By accurately forecasting remaining knife life, the AI model enables timely replacements and drives greater operational efficiency.
Read more
Confronted with missing data issues, Sigma Technology Insight Solutions created a machine learning model to forecast brake pad durability for a leading truck manufacturer. Built in Python, the solution supports data-driven maintenance decisions, improving both safety and operational efficiency.
Read more
Here’s a rephrased, polished version while keeping all the original points: Sigma Technology Insight Solutions helps automotive companies turn raw data into actionable insights through advanced data analytics. Leveraging cutting-edge AI, predictive modeling, and scalable data architectures, we enable businesses to break down silos, make better decisions, optimize operations, and elevate customer experiences, driving innovation and profitability in a highly competitive market.
Read more
Manual route planning for e-waste transportation often leads to excess fuel use and higher CO₂ emissions. Developed at the SAS® Nordic Hackathon, Sigma Technology’s route optimization solution uses a data-driven approach to reduce environmental impact while boosting operational efficiency.
Read moreHow we deliver
You can choose to have our expert consultants embedded within your team, working on-site to provide hands-on expertise and guidance, or have us deliver the entire solution in-house, taking full ownership from concept to completion. This flexibility ensures our services align perfectly with your project goals, resources, and timelines.
In both models, we uphold the highest standards of quality, security, and environmental responsibility, ensuring full compliance with regulations such as the EU AI Act and supporting Quality Management System (QMS) implementation under ISO 42001.
UNITING EXPERTS WORLDWIDE
OFFICES IN 7 COUNTRIES
ANNUAL GROWTH SINCE THE LAST YEAR
CLIENT SATISFACTION SCORE
& Competence
Teams
remote delivery/
outsourcing
Contact us
