Services

From data strategy to production‑grade AI.

We design, build, and operationalize Generative AI and data science solutions that fit your stack and your team— not the other way around.

Predictive Analytics & AI

We help you see around the corner with statistically grounded predictive models and AI agents that surface risk and opportunity before they hit your P&L.

  • Demand and inventory forecasting
  • Customer churn and retention modeling
  • Lead and opportunity scoring
  • Price and promotion optimization

Typical engagement: 8–12 weeks from discovery to first production forecast.

Machine Learning & MLOps

Move beyond experimental notebooks. We embed reproducibility, observability, and automation into your machine learning lifecycle.

  • Model training pipelines and feature stores
  • Model deployment (batch, streaming, and APIs)
  • Monitoring for drift, performance, and data quality
  • CI/CD for ML with infrastructure‑as‑code

Typical engagement: 10–16 weeks for first use‑case to MLOps foundation.

Generative AI Studio

Design and launch GenAI apps powered by GPT-4o, Llama 3, Gemini Pro, or Groq LPU while keeping safety, governance, and observability at enterprise standards.

  • Use-case sprints for copilots, agents, and automation
  • LLM workflows with LangChain, LangGraph, and Vector DB RAG
  • Evaluation harnesses, guardrails, and LLMOps instrumentation
  • Deployment across Hugging Face, Vertex AI, Azure, or on-prem GPUs

Typical engagement: 6–10 weeks from prototype to monitored production release.

Data Engineering

Build a modern data platform that your analytics and data science teams trust and can iterate on.

  • Warehouse and lakehouse architecture
  • Ingestion and transformation pipelines
  • Modeling layers with dbt and tests
  • Data governance and lineage

Dashboarding & BI

Executive‑ready dashboards and self‑serve analytics that reflect how your business is actually run.

  • Metric definitions and semantic layers
  • Interactive dashboards and alerting
  • Embedded analytics for your product
  • Data storytelling and executive views

Data Strategy & Enablement

Align leadership and practitioners on where data science creates the most leverage in your organization.

  • 90‑day data science roadmaps
  • Capability audits and maturity assessments
  • Team coaching and playbooks
  • In‑house vs. partner strategy

Generative AI Programs

LLM strategy, LLMOps engineering, and Hugging Face acceleration.

We help teams launch GenAI initiatives that are production-grade from day one—combining pragmatic use-case design, safety reviews, and the infrastructure required to operate large language models at scale.

LLM Discovery & Roadmaps

Identify high-leverage copilot, agent, or automation opportunities, evaluate GPT-4/4o, Claude, Llama 3, Mistral, and Hugging Face models, then define data, security, and governance requirements.

  • Prompt libraries & conversation blueprints
  • Safety, privacy, and red-teaming plans
  • Evaluation harnesses for hallucination & bias

LLMOps Foundations

Stand up tooling that treats LLM workflows like software: versioned prompts, automated testing, observability for latency/cost/quality, and continuous delivery across multiple model providers.

  • Prompt/version registries & GitOps
  • CI/CD pipelines, canary deploys, guardrails
  • Telemetry for drift, toxicity, and usage

Hugging Face Engineering

Fine-tune, distill, and deploy open-weight models using Transformers, PEFT, and LoRA with secure hosting on SageMaker, Vertex AI, Azure, or self-managed GPU clusters.

  • Dataset curation & synthetic data generation
  • Quantization (GGUF, ONNX, TensorRT) & caching
  • Responsible AI & compliance documentation

Tooling & Ecosystem

We meet you where you are—then take you further.

Our teams are fluent across the modern data stack. We prioritize interoperability and maintainability over shiny tools.

Python PyTorch TensorFlow LangChain LangGraph Hugging Face Llama 3 Groq LPU Gemini OpenAI API Pinecone FAISS RAG Snowflake BigQuery dbt Docker Kubernetes Power BI Tableau Python PyTorch TensorFlow LangChain LangGraph Hugging Face Llama 3 Groq LPU Gemini OpenAI API Pinecone FAISS RAG Snowflake BigQuery dbt Docker Kubernetes Power BI Tableau

Ready to talk specifics?

Bring us a use‑case; we’ll bring you a roadmap.

Share your current challenge—churn, fraud, forecasting, risk, or operations—and we’ll outline an implementation plan tuned to your stack and constraints.

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