Data systems for sharper decisions.

This assessment delivers all three — a complete diagnostic of your data asset (what's there, what's missing, what's trustworthy), an opportunity map prioritized by impact and feasibility, and a roadmap aligned with your leadership. The right starting point before any analytics or AI project, without committing to a larger engagement. Technically: statistical profiling (distributions, missing-value patterns MCAR/MAR/MNAR, outliers, lineage), data quality and readiness scorecard, gap analysis between current systems and model requirements, build vs. buy comparison, and KPI and analytics-maturity definition.

We build forecasting systems that give finance, supply chain, and operations real forward visibility: demand by SKU and region, cash flow, collections revenue, inventory, and consumption — with confidence intervals that quantify uncertainty so you plan with rigor, not optimism. Technically: we benchmark ARIMA, ETS, Prophet, and gradient methods (LightGBM, N-BEATS) with rolling-window out-of-time validation; we deliver probabilistic forecasts with credibility intervals and scenario analysis.

What once required dozens of manual inspectors becomes a system that operates 24/7 with consistency and full traceability. Technically: object detection models (YOLO, DETR), classification (EfficientNet, ViT), semantic and instance segmentation, and inference pipelines for batch or real-time operation on cloud, edge, or private infrastructure; with per-class metrics report (precision, recall, F1, mAP).

We build conversational AI for both ends: agents that retrieve and reason over contracts, manuals, and case files (RAG, with tool use and multi-step orchestration), and conversational flows that resolve FAQs, guide requests, and escalate to a human when needed — all of which can run inside your infrastructure. Technically: RAG architectures (chunking strategies, embeddings, vector stores, reranking) evaluated with RAGAS metrics (hit rate, faithfulness, answer relevancy); agentic pipelines with multi-step orchestration; and conversational flows with intent design, channel integration, and escalation logic.