Services

Production AI services across the entire model lifecycle.

Whether you need a single generative pipeline operationalized inside a regulated workflow or a full MLOps platform engineered to support hundreds of concurrent models, our practice composes the right blend of research, platform engineering and governance to deliver outcomes that hold under scrutiny.

Generative AI Pipelines

Domain-tuned LLMs, retrieval-augmented generation and agentic workflows wired into your enterprise data with policy, lineage and evaluation.

  • Private RAG with citation grounding
  • Agent orchestration & tool use
  • LLM evaluation harnesses

MLOps & Model Deployment

The platform fabric that turns research into reliable services — registries, CI/CD for models, canaries, observability and rollback.

  • Model registry & lineage
  • Shadow + canary deployments
  • Drift & quality monitoring

Predictive Analytics

Forecasting, propensity, anomaly detection and causal modeling deployed against your operational systems at sub-second latency.

  • Demand & risk forecasting
  • Churn & propensity scoring
  • Anomaly & fraud detection

Computer Vision

Industrial quality control, document intelligence and biomedical imaging using calibrated, audited vision systems.

  • Defect & inspection systems
  • Document AI
  • Medical image triage

Real-time & Edge AI

Quantized, distilled and hardware-accelerated inference where milliseconds — and offline reliability — matter.

  • On-device inference
  • Streaming pipelines
  • Hardware-aware optimization

AI Governance

Model cards, risk frameworks, red-teaming and regulator-ready evidence for boards operating under SR 11-7 and the EU AI Act.

  • Model risk management
  • Red-team & adversarial testing
  • Audit-grade logging

Reference architecture.

Every Deltadex deployment is grounded in a battle-tested reference architecture. It is opinionated by design — security, observability and governance are first-class components, not retrofitted after the fact. We adapt the blueprint to your cloud, data and identity environment, accelerating delivery while preserving optionality.

Ingest

Lineage-aware ingestion, schema contracts and policy-enforced data movement.

Train

Distributed training, experiment tracking and reproducible artifact lineage.

Serve

Multi-tenant inference fabric with autoscaling, canaries and shadow traffic.

Govern

Model risk, evaluation harnesses, audit logs and regulator-ready evidence.

Engagement models.

Deltadex Technologies engages on outcome-anchored programs that align our economics to yours. Whether you are de-risking an early proof of concept or standing up a long-running AI platform group, we shape the engagement to your phase of maturity.

Diagnostic Sprint

A focused 4-week assessment producing an architecture, opportunity map and an outcome-anchored roadmap.

Outcome Engagement

Embedded program targeting a specific business KPI, with a fixed-price commercial structure tied to measurable impact.

Platform Build

Multi-quarter MLOps platform construction and operations, with structured transition to your internal AI organization.

Compliance posture.

Every artifact we ship is auditable, governed and aligned to the regulatory regimes our clients operate under.

SOC 2 Type II
Audited Controls
ISO 27001
Information Security
HIPAA
PHI Compliant
GDPR
EU Data Protection
FedRAMP
Moderate Aligned
PCI DSS
Payment Ready

Build the system your roadmap demands.

Tell us about the outcome, we'll shape the engagement.

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