Autonomous research firm
Market research that goes out and asks the market. Meet the autonomous research team that investigates your business question, publishes shareable surveys, guides voice interviews and delivers a decision-ready brief.
Visible methods Approval gates Traceable evidenceField notes · evidence review Human research craft, delivered by AI specialists.
Meet the firm Inside the firm
A research agency, reimagined. The familiar disciplines of a rigorous research team, coordinated as transparent AI agents from question to recommendation.
01 Meet the team02 How the firm works03 How the app works
Six AI specialists Meet the people-shaped team behind every engagement. Each portrait represents a fictional AI specialist. Their individual remit and evidence trail stay visible throughout the work.
Illustrative AI-generated portraits · not photographs of employees JL John Lim Research Director
Decision framing & orchestration AI MC Maya Chen Secondary Research Analyst
Markets, competitors & evidence AI AR Aisha Rahman Research Methodologist
Study design & sampling AI DW Daniel Wong Fieldwork Lead
Assisted voice interviewing AI ST Sofia Tan Insights Analyst
Quantitative & qualitative analysis AI ML Marcus Lee Strategy Consultant
Strategy & recommendations AI Built for responsible research
Autonomous work. Human control. The team can investigate quickly, while publication, participant contact and consequential decisions stay behind explicit approval gates.
01 Approval before action Plans, fieldwork instruments and external spending remain under your control.
02 Consent in the field Public surveys and Daniel’s assisted voice interviews disclose the AI, require consent and respect skip and stop requests.
03 Evidence you can inspect Live responses stay separate from labelled synthetic previews; recommendations connect back to sources and confirmed transcripts.