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ayyildiz.ai
Full Service Portfolio

AI Consulting Services

We engage as partners across discovery, build, and operations. Below is an overview — we tailor each engagement to your goals and team capabilities.

AI Strategy & Discovery

We help you identify high-impact AI opportunities, assess feasibility, and create an actionable roadmap.

  • Use-case discovery and prioritization
  • Feasibility and ROI assessment
  • Data readiness and risk considerations
  • Executive enablement and buy-in

Custom AI Tools & Agents

Design and deliver LLM applications, RAG systems, and agentic workflows tailored to your processes.

  • RAG architectures, retrieval, and vector search
  • Task-specific tools and multi-agent orchestration
  • Guardrails, evals, and prompt engineering
  • Integrations with your stack and data

Modeling & Fine-tuning

From model selection to domain adaptation, evaluation, and safety for production use-cases.

  • Open-weight and API model selection
  • Domain fine-tuning, adapters, and LoRA
  • Evaluation: quality, safety, and robustness
  • Latency and cost trade-off optimization

MLOps & Platform

Operationalize AI with pipelines, monitoring, feedback loops, and governance.

  • Data pipelines, feature stores, and storage
  • Observability, tracing, and feedback collection
  • Continuous evaluation and model governance
  • Security, privacy, and compliance alignment

Data Analytics

Turn raw data into decisions with modern BI, metrics, and experimentation.

  • Metrics design and KPI taxonomy
  • Dashboards & self-serve BI (Looker/Power BI/Metabase)
  • Experimentation & A/B testing
  • Data governance & quality

Big Data Engineering

Design scalable data platforms and pipelines built for reliability and cost efficiency.

  • Batch/stream processing (Spark, Flink)
  • Lakehouse architectures (Delta/Iceberg)
  • Cloud data warehousing (BigQuery/Snowflake/Redshift)
  • Orchestration & scheduling (Airflow/Dagster)

LLM-based Data Analytics

Natural-language analytics over your data with retrieval and governance.

  • Semantic search & RAG over warehouses/lakes
  • Text-to-SQL & NL interfaces for BI
  • Evaluation, guardrails, and lineage tracking
  • Access control and privacy by design

Not sure where to start?

Book a free 30-minute consultation to explore your AI opportunities and find the best approach for your team.

Talk to us