A full-lifecycle AI practice — from models that create value to the operations that keep them reliable — on a foundation of advanced analytics.
We design and deploy AI, ML, and LLM systems that perceive, predict, and prescribe — engineered for production, not the lab.
Applied intelligence that turns operational data into decisions — built on our patented algorithms.
Data-driven algorithms customized to the internal and external factors that move your business.
Enterprise large-language-model systems grounded in your data and safe to ship.
Build · detailed use cases
Manual visual inspection can't keep up with line speed, so surface defects slip through — driving scrap and customer rejections.
A computer-vision model inspects every frame of the rolling line, classifies defect types, and alerts operators instantly — retrained continuously on labeled defect imagery.
Defects are caught the moment they form instead of shifts later, cutting scrap and stopping defective coils before they ship.
Unplanned equipment failures halt production and inflate maintenance costs, with no early warning of which asset will fail next.
ML models trained on sensor streams and maintenance logs predict failures before they occur and rank every asset by risk and time-to-failure.
Maintenance shifts from reactive to planned, reducing unplanned downtime and extending equipment life.
During incidents, operators lose critical time searching manuals, SOPs, and historical logs scattered across systems.
A retrieval-augmented assistant grounded in the plant's own documents returns cited answers, with guardrails that block any ungrounded response.
Accurate answers at the point of need and decades of institutional knowledge made instantly searchable.
Standing up a model is easy; running it at scale is not. We provide the pipelines, observability, and governance to industrialize AI.
From model to production — kept healthy, governed, and at scale.
Operationalize generative AI with control, cost-awareness, and confidence.
AI for IT and industrial operations — detect, diagnose, and resolve faster.
Operate · detailed use cases
Hundreds of thousands of demand models drift as conditions change — manual retraining at that scale is impossible.
Automated CI/CD pipelines monitor drift and retrain on schedule, with a model registry acting as one governed source of truth.
Models stay accurate automatically, and every deployment is reproducible, versioned, and audit-ready.
A production LLM assistant's answer quality and token cost drift unpredictably after every model or prompt update.
Prompt and model version control with a release gate that blocks any change lowering eval accuracy, plus cost and latency dashboards with budget guardrails.
Answer quality is protected on every release and spend stays inside budget — no surprises in production.
Thousands of daily alerts across IT and OT bury the real incidents and exhaust the on-call team.
Anomaly detection across telemetry correlates related alerts and runs automated root-cause analysis, fusing IT and OT/IoT signals into one view.
Thousands of alerts collapse into a handful of actionable incidents, sharply reducing mean-time-to-resolve.
Our established analytics practice — the bedrock every AI program is built on.
Advanced predictive solutions customized to your needs, using a wide array of external and internal factors and data-driven algorithms.
Online interactive dashboards with readily available performance metrics in engaging visual formats — agility and speed for your analytics function.
Forecasting for effective campaigns, market-potential mapping, and accurate demand estimation — powered by our proprietary forecasting engine.
Analytics · detailed use cases
Gut-feel demand estimates lead to over- and under-stocking across a fast-growing store network.
Predictive models forecast demand at store/SKU granularity using external drivers — weather, holidays, and traffic patterns — across 300B+ rows of data.
440,000 forecasting models delivering real-time insight and measurably improved speed to service.
Performance metrics are scattered across systems, leaving leadership without a timely, single view.
Online interactive dashboards consolidate KPIs into clear visual formats, refreshed continuously for agility and speed.
Real-time visibility into operations and faster, data-driven decisions across the plant.
Inaccurate demand estimates undermine marketing campaigns and capacity planning.
Our proprietary forecasting engine produces accurate demand estimates and maps market potential by segment and region.
Sharper forecasts feed both commercial strategy and production planning with confidence.
Tell us the business problem. We'll map the right path to value.
Talk to our team