LAILA helps strategy, insights, brand, and marketing teams generate the decision reports they’re expected to produce—decision memos, tradeoff summaries, pre-reads, and risk snapshots—so stakeholders can align faster and move forward with more confidence.

LAILA works from your decision context—the question at hand, the options under consideration, and the relevant constraints—and runs structured validation with ICP-aligned audiences to generate evidence summaries, tradeoff analysis, and clear recommendations.

LAILA is used by strategy, insights, and marketing teams—as well as agencies and consultants—who need stronger evidence to support important decisions before they commit resources or present recommendations.

Use LAILA when an important decision needs stronger evidence before committing time, budget, or strategy. It’s designed for moments when the signal is unclear, the stakes are high, or stakeholders need clearer justification.
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Typical use cases include:

- Before launching a campaign or product to validate audiences, messaging, or - positioning
- When choosing between strategic options and need structured tradeoff analysis
- During pitch or strategy development when teams need credible market and consumer insight
- Before committing budget or resources to test assumptions and reduce risk
- When stakeholders need alignment around a decision memo, pre-read, or strategy recommendation
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In short: whenever a team needs evidence before making or defending a decision.

To start a LAILA pilot, you identify a real decision situation your team is currently working through. LAILA runs structured validation and produces a decision-ready report with evidence summaries, tradeoff analysis, and recommendations.
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For each decision situation, you provide:
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• The decision or product call under scrutiny

• 2–3 options or directions being considered

• Any deadline or forcing function driving the decision

LAILA gives you a decision-ready report. It combines evidence summaries, validation of the options you’re considering, tradeoff analysis, and clear recommendations in a format your team can actually use—whether that’s for internal alignment, stakeholder review, or a decision memo that moves the conversation forward.

Use them as leadership decision memo, circulate them across product, marketing, or strategy stakeholders, and use them to close decision loops once options have been evaluated. During pilots, teams often use the reports to see whether LAILA fits their decision cadence.

A Decision Situation could be choosing which feature to prioritize, whether to shift pricing, which ICP to target, how to position a campaign, or which concept, message, or audience to back before committing resources.

Each report is delivered within 48 hours after inputs for that specific Decision Situation are provided. If a specific decision is time-sensitive, you can flag the deadline when sending inputs.

Each Decision Memo follows the same structure: Decision Situation, options considered, evidence summary, key tradeoffs, recommendation and rationale, risks and unknowns, assumptions, and a recommended next test (if needed).

"Evidence summary" means what we observed from structured validation with ICP-aligned synthetic audiences: the dominant arguments for each option, common objection themes, and the highest-impact unknowns to validate next. When available, we can also incorporate your existing customer calls, notes, or feedback to strengthen the synthesis.

The memo is written to be forwarded as-is.

This is not a PRD, a discovery or research study, an analytics implementation, a roadmap or planning process, or a stakeholder workshop. It is a Decision Memo, meant to help you make a call and move forward.

Yes. You can keep the input anonymized—use placeholders like "Company" and "Customer." Company names, customer names, and internal metrics are not required to generate a decision memo.

Do not send customer PII, credentials (API keys, passwords), source code, or internal financial data. Keep inputs limited to the decision, the options, and the deadline or blocker that makes the decision time-sensitive.

Your inputs are used only to produce the Decision Memos for your pilot. They are not reused for other customers.

No. Your inputs and the decision memo generated for you are not used to train any models.

Yes. We can sign an NDA before you send any inputs.

No. During a LAILA pilot, a repeatable workflow is applied across your Decision Situations: it starts with your decision objectives and criteria, builds ICP-aligned synthetic audiences, runs structured interviews at scale, scores and stress-tests the results, and produces one-page Decision Memos you can forward as-is.

LAILA does not offer free trials or demos. To start, teams run a paid pilot scoped to real Decision Situations with scope and price agreed upfront.

A LAILA pilot is a paid engagement that delivers decision memos for real decision situations from your strategy, marketing or insights team.

You can submit Decision Situations throughout the window. Each Decision Memo is delivered within 24–48 hours after inputs for that specific Decision Situation are provided. Scope and price are agreed upfront.

After the pilot, you choose whether to continue. If you want to keep using LAILA, you can purchase additional Decision Memos or move to a larger agreement. If not, the pilot ends—there is no automatic renewal or obligation to proceed.