Explore·Research Planning·Augmentation·Developing·EXP-002

Research Plan Development

Value hypothesis

A first-draft research plan generated on project inputs frees the researcher from formalization focus on details of study design like hypothesis formulation, methodological choice and fieldwork logistics.

Velocity · Efficiency

The researcher supplies a brief or problem statement alongside constraints (budget, resources, and timeline)s, and the AI proposes a draft research plan with methodology, participant criteria, schedule and questions that may fulfill the research objectives. The draft is reviewed for missing elements, methodological fit, and relevance to the problem, treating it as a structured starting point rather than a finished plan.

Risks in application

Shallow Solutions

Plans appear methodologically sound but default to familiar approaches, returning a generic approach rather than engaging the research problem fully. A plausible draft may pass review without the rigour and judgment of specifics that make a plan fit for its objectives.

Homogenization

AI systematically favours canonical methods, crowding out unconventional but more appropriate approaches for a given problem. This exacerbates both shallow solutions and deskilling, because innovative approaches to novel problems or difficult participant populations may never emerge from the training data.

Expertise that differentiates

Research and Insight

Ability to quickly sift useful from inappropriate material, to identify over- or underfitted methodologies, and to sniff out biased or boilerplate propositions.

Business Framing

Aligning the initial draft to the actual decision the plan is meant to inform, using full organizational context that would be difficult to load and calibrate for the AI.

AI Fluency that assures

Product Discernment

Output is well-formed but either tends toward the generic, or misses an opportunities for creative approaches that would better address needs and constraints.

Depends on

Domain Literature SynthesisScopes the research plan to address known gaps, prevent duplicate effort and avoid generic approaches.Design Brief GenerationInforms the research plan's scope and constraints.Research IntelligenceSurfaces existing insights so the plan targets gaps instead of established knowledge.

↓

Research Plan Development

↓

Enables

Interview Question DevelopmentAnchors interview question development back to objectives and methodology.Research Plan CritiqueRequired for adversarial critique.EXP-005Defines who to recruit, screening questions and messaging at scale.