Are You Ready for AI? Technical Due Diligence for Your Roadmap

Technical due diligence for AI. Know if you’re ready to build—and where to start.

We assess your data, infrastructure, use cases, and cost structure. You get a prioritized roadmap and a clear “build vs. buy” view—before you pour budget into the wrong bet.

Why Technical AI Readiness?

Many organizations have “AI on the roadmap” but haven’t committed to a first use case, or have stalled after a Proof of Concept (POC). We provide a targeted, technical-first assessment that looks at:

1. Data Pipelines & Quality: Is your infrastructure fit for LLMs? We move beyond strategy fluff to technical reality.
2. Use-Case Prioritization: We help you pick the first bet based on Impact × Feasibility × Data Readiness.
3. Cost Modeling & Guardrails: We model the real costs and ROI of POC vs 10x vs 100x scale. We look at tokens, embeddings, pipeline, and ops to provide a reality check before you scale.
4. Build vs. Buy: We offer pragmatic advice on when to use managed services versus self-hosted models, and what to build versus integrate.

The ROI of Experience: Avoiding the “Rabbit Hole”

The biggest risk in AI isn’t failing to build; it’s blowing through your budget on a project that never reaches production. Less experienced teams often fall into common traps that we help you navigate:

• Unconstrained Cost Spirals: Without proper token management and architectural guardrails, a successful POC can quickly become a financial liability at scale. We implement cost constraints early, ensuring your unit economics make sense before you commit.
• The Research Rabbit Hole: It’s easy to get lost in model tuning or chasing the latest academic benchmark. We focus on “Production-First AI”—getting a reliable, monitorable system into the hands of users rather than perfecting a model in a vacuum.
• Infrastructure Debt: Building AI without a clear data strategy often leads to “spaghetti pipelines” that are impossible to maintain. We ensure your foundation is built for the long term, not just for a demo.

By investing in a 2-week Readiness Assessment, you’re not just buying a roadmap; you’re buying insurance against the millions of dollars lost to failed AI initiatives and misaligned technical bets. We bring the hard-won experience of seeing what actually works in production, so you don’t have to learn those lessons on your own dime.

Who Is This For?

This assessment is ideal for CEOs, CTOs, or Heads of Product at B2B SaaS or data-rich companies who want a clear “are we ready?” answer and a “what first?” roadmap in just 2 weeks.

Stop guessing. Get a technical read on your data and infrastructure today. Email us at info@techsight.dev to schedule a consultation and see how we can help you build your AI roadmap with confidence.