Micro Advisory & Custom R&D Services

OUR SERVICES

Micro Advisory & Custom R&D Services

We offer on-demand advisory for small and large-scale programs, covering planning, technical architecture, team mentoring, and best practices.

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Tailored Advisory. On-Demand Innovation. Built Around Your Goals.

At GenAI Protos, we understand that every organization’s AI journey is unique—and the most impactful progress happens when strategy meets execution. Our Custom Micro Advisory and R&D Programs are built to support you at any stage: from foundational AI strategy to advanced R&D and solution implementation.
Whether you need to clarify your roadmap, validate a bold idea, solve a specific technical challenge, or explore the latest in LLMs, our experts are ready to embed with your team and deliver results—fast.

Built for Your Challenges

  • Lack of internal GenAI expertise to guide strategy or architecture
  • Unclear roadmap from idea to execution
  • Difficulty selecting the right tools, models, or vendors
  • No full-time team to dedicate to AI experiments or POCs
  • Stalled or misaligned initiatives in need of realignment
  • Limited budgets but a need to show results quickly

What We Deliver

  • Custom Micro Advisory Programs

    Tailored engagement models to solve your strategic and tactical needs—be it a design review, a 4-week roadmap sprint, or ongoing tech mentorship.

  • AI Strategy & Roadmapping

    Develop a GenAI adoption strategy, define use case priorities, align stakeholders, and outline milestones for scale.

  • Architecture Reviews & Solution Design

    Hands-on support to assess and design LLM-powered solutions that are scalable, secure, and fit-for-purpose.

  • Use Case Feasibility & ROI Assessment

    Quickly evaluate ideas for viability, technical fit, risk factors, and business impact.

  • Model Benchmarking & Selection

    Compare performance, cost, and capabilities across GPT, Claude, LLaMA, PaLM, and open-source models.

  • Custom R&D & Prototyping

    Experiment with cutting-edge GenAI tools, build POCs, and validate concepts through rapid development sprints.

  • Internal Enablement & Knowledge Transfer

    Train your teams, document best practices, and build reusability into your GenAI programs.

  • AI Program Audits & Technical Health Checks

    Analyze existing initiatives and identify ways to realign, optimize, or scale with confidence.

Your Benefits

  • Get custom-fit expert guidance exactly when and where you need it
  • Avoid costly mistakes with strategy-aligned, technically sound decisions
  • Tap into world-class GenAI architects and engineers without long-term overhead
  • Move faster from ideation to implementation with trusted hands on deck
  • Validate bold ideas and demonstrate ROI with lightweight, high-impact experiments
  • Empower internal teams with the knowledge and confidence to build, scale, and sustain

Sample Engagements from Our Portfolio

  • LLM Architecture Design

    Designed scalable GenAI platforms for enterprise deployment

  • Model Benchmarking & Selection

    Compared multiple APIs to find the best fit for cost and performance

  • Prototype to Production Planning

    Developed phase-wise roadmaps to transition pilots into real-world apps

  • Developer Enablement

    Delivered hands-on training and code assets to in-house engineering teams

  • Document Intelligence Workflows

    Automated processing and summarization of complex enterprise documents

  • Real-Time Sentiment Engines

    Built cross-platform tools to track and analyze customer sentiment

  • Time-Series Forecasting R&D

    Designed custom models for demand prediction and planning

  • Model Optimization Projects

    Compressed large models to run on lightweight infrastructure

Why GenAI Protos?

  • Custom-Fit Advisory, Not Cookie-Cutter Playbooks

    Every business is different. We tailor our approach to fit your goals, maturity, and internal capabilities.

  • Hands-On Execution, Not Just Slides and Reports

    Our team doesn't just advise—we help build, debug, test, and deliver real results alongside your team.

  • Fortune 20 Experience, Startup Agility

    We bring enterprise-grade rigor and speed, paired with startup-level flexibility and innovation.

  • On-Demand Innovation Support

    No need to staff up or slow down—our R&D services plug directly into your innovation pipeline.

  • End-to-End Support

    From whiteboard to working model, we support you across every phase of your AI journey.

Let’s Solve It—Together

Whether you’re launching your first use case or scaling across the enterprise, GenAI Protos delivers targeted, actionable, and proven advisory—just when you need it.