AISDContact

    Generative AI Consulting

    LLM strategy that ends in architecture not slide decks.

    AISD's generative AI consulting produces specific architectures, model selections, and build plans. Every engagement ends with deliverables your team can execute on, or a fixed-price build proposal from us.

    $15K+ engagements · 2-6 wk delivery · Architecture-first, not framework-first

    What we deliver

    Four consulting tracks.

    01

    LLM strategy and model selection

    Which model for which workload. We evaluate frontier models (GPT-5, Claude, Gemini), open-weight alternatives (Llama, Mistral), and fine-tuned variants against your actual data and latency/cost requirements.

    • Model evaluation matrix
    • Cost projection per workload
    • Fine-tune vs. prompt-engineering recommendation

    02

    RAG architecture design

    Retrieval-augmented generation done right. Chunking strategy, embedding model selection, hybrid search, re-ranking, citation tracking, and eval design. We architect it for your data shape and accuracy requirements.

    • RAG reference architecture
    • Eval harness design
    • Data pipeline specification

    03

    Agent system design

    Multi-agent orchestration, tool design, safety boundaries, and human-in-the-loop workflows. We design agent systems that are reliable, observable, and cost-controlled in production.

    • Agent architecture blueprint
    • Tool API specifications
    • Safety and escalation policies

    04

    AI readiness assessment

    Honest evaluation of your data, infrastructure, and team readiness for generative AI. We identify the highest-ROI use cases and the blockers standing in the way.

    • Use case prioritization (scored)
    • Data readiness audit
    • Infrastructure gap analysis
    • 12-month roadmap

    Outcomes

    What consulting leads to.

    47%

    Clinical documentation time saved (healthcare AI agent)

    70%

    Order processing time reduced (supply chain automation)

    6 wk

    Average time from kickoff to production deployment

    $340K

    Annual cost savings from a single workflow automation

    How it differs from AI consulting

    Generative AI consulting vs. general AI consulting

    AISD's general AI consulting covers strategy, audits, and vendor evaluation across all AI workloads. Generative AI consulting goes deeper on the specific stack: large language models, retrieval systems, agent orchestration, and eval pipelines.

    Choose generative AI consulting when you already know you're building with LLMs and need architecture-level guidance. Choose general AI consulting when you're still evaluating whether AI is the right tool and which initiatives to prioritize.

    Next step

    Get an architecture, not a framework.

    30-minute call. We'll scope the right consulting track for your generative AI initiative.