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Prodable AI

Structured reasoning at scale with Squad AI

Squad x Nscale
Squad x Nscale
Squad x Nscale
Squad x Nscale

Prodable.ai provides agentic analysts for business consulting using Tree-of-Thought (ToT) reasoning. Instead of forcing a single linear approach, Prodable allows users to branch into multiple solution paths, evaluate each against defined criteria, and converge on the best decision with confidence.

The challenge

Ironically, building Prodable itself highlighted the same challenges the product was designed to solve.

The team was small but ambitious, juggling customer discovery, product development, and fundraising at the same time. Writing PRDs, updating requirements, and documenting decisions consumed more time than they could afford. Tools like ChatGPT could draft text, but lacked memory of what had already been discussed or how decisions tied back to business goals. Documentation was scattered across Notion, task tracking lived in Linear, and context was constantly getting lost.

“As a startup building a decision-making tool, it was ironic how much time we were losing making our own product decisions. Squad gave us structure and continuity. It keeps all our reasoning paths, customer insights, and goals connected — so we never lose sight of why we’re building what we’re building.”

The solution

By adopting Squad AI, Prodable transformed how their product team worked day to day.

Instead of rewriting requirements from scratch, Squad acted as a living knowledge base that remembered what the team had already built, what was currently in progress, and what was planned next. Customer insights from surveys and feedback channels flowed directly into Squad, where they were turned into opportunities and linked to product goals. Those opportunities could then be explored using Prodable’s own Tree-of-Thought reasoning framework, ensuring every path was captured and evaluated before a decision was made.

Once a direction was chosen, Squad generated requirements that reflected not just the selected path, but the alternatives that had been considered. These outputs synced seamlessly with Linear for execution and Notion for visibility across the company, reducing the friction of moving from decision to delivery.

The outcome

The results were tangible. Our PM saved more than 20 hours that would have otherwise been spent on repetitive documentation and alignment tasks getting our MVP off the ground. More importantly, the quality of decisions improved. By grounding every major choice in customer insights and business outcomes — and by keeping track of the reasoning behind them — the team avoided costly backtracking and maintained a clear line of sight between strategy and execution.

With Squad, Prodable’s lean team could operate with the discipline of a much larger organization, focusing their energy on testing, iterating, and shipping instead of debating what to build next.

Looking ahead

For Prodable.ai, Squad is a safeguard against the chaos that often comes with scaling. By ensuring that reasoning, feedback, and goals stay connected, Squad helps the team embody its own philosophy: that better decisions come from better reasoning. As Prodable expands its customer base, it can do so with the confidence that its product function will grow without losing clarity, alignment, or intent.

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