Most AI initiatives stall at the pilot stage. SoloForge's Data & AI practice exists to close that gap: we engineer systems that survive security audits, integrate with your ERP and data warehouse, and deliver ROI your CFO can track.
Generative AI & LLM integration
SoloForge builds internal copilots, customer-facing chatbots, and document intelligence tools on OpenAI, Azure OpenAI, and open-source models. Every deployment includes prompt versioning, content filtering, and audit logs — requirements our healthcare and finance clients mandate before go-live.
Data platforms & analytics
We design lakehouse architectures on Snowflake, Databricks, and cloud-native stacks. Recent SoloForge engagements include a real-time fraud scoring pipeline processing 2M events daily and an executive BI layer that cut reporting cycles from days to minutes for a Fortune 500 retailer.
RAG & knowledge bases
Private document search over contracts, policies, and support tickets with citation tracking.
ML ops & monitoring
Model registry, drift detection, automated retraining, and rollback procedures.
Data governance
Lineage, PII masking, role-based access, and SOC 2-aligned controls.
Predictive analytics
Churn, demand forecasting, and anomaly detection embedded in operational workflows.
SoloForge delivery approach
We score opportunities by data readiness, regulatory risk, and business impact — so you invest in winners first.
Working prototype with security controls, success metrics, and a go/no-go gate before full build.
Scaling, monitoring, documentation, and handover to your data team or SoloForge managed support.
Technology stack
Book an AI architecture session
A SoloForge principal data architect will review your roadmap — free, no obligation.