AI Strategy for VC-Backed Startups

Your investors gave you money to build a product, not to burn it on GPT-4 API calls with no clear return. Yet most VC-backed startups treat AI as either a magic bullet or an afterthought — neither approach survives a board meeting.

We build AI strategies that speak two languages: engineering and finance. Every recommendation comes with a cost model, a timeline, and a measurable outcome.

The Strategic Gap

Most startups fail at AI not because the technology is wrong, but because the strategy is missing. The CTO builds what is technically interesting. The CEO promises what investors want to hear. Nobody has mapped the gap between "what our AI can do" and "what our business needs it to do."

That gap is where money disappears.

We close it with structured strategic analysis. We audit your current AI capabilities, map them against your business objectives, and build a roadmap that ties every AI investment to a revenue outcome or cost reduction.

What We Deliver

AI Capability Audit — We assess your current models, infrastructure, data pipelines, and team capabilities. We identify what is working, what is waste, and what is missing.

Investor-Grade Roadmap — A phased plan that maps AI initiatives to business milestones. Each phase has clear deliverables, resource requirements, and success metrics that your board can track.

Build vs Buy Analysis — For each AI capability you need, we evaluate whether to build internally, use APIs, fine-tune open-source models, or acquire. The answer is almost never "just use OpenAI for everything."

Unit Economics Modelling — We model the cost-per-user of your AI features at current scale and at 10x scale. This is the number that determines whether your AI feature is a moat or a liability.

Why Founders Choose Us

We have sat in the rooms where AI budgets get approved and where they get killed. We understand that a startup's AI strategy is not a research paper — it is a survival document. Every recommendation we make is grounded in the reality of burn rates, runway, and the next fundraise.