Occupations: Academic researcher; PhD / Post-Docs, Senior Academics

• Turn weeks of reading into structured insights and publish ready outlines in hours.
• Spend less time reading, more time writing – AI structures your literature review.
• Never lose a key finding: videos, interviews, and PDFs captured as reusable research maps.
• Offload synthesis to AI to focus on framing hypotheses and arguments.

Occupations: School / College Students; Teachers

• Instantly convert chapters, lectures, and YouTube videos into exam-ready notes.
• Spend more time solving doubts – AI prepares your class material for you.
• Drop a chapter into CodeframeAI and get a ready-to-teach outline and board structure.

Occupations: Management Consultant; Business Managers

• Compress messy decks, calls, and docs into clear decision maps.
• Go to steering meetings with a single page: themes, evidence, and recommendations.
• See exactly which user pains appear most often without manual tagging.
• Stop manually sorting notes – let AI group datapoints under the right workstream.

Occupations: Litigation lawyer; Compliance officer

• Litigation: Review contracts by topic (termination, indemnity) instead of scrolling.
• Auto-cluster arguments, precedents, and evidence from 1000+ page case files.
• Compliance: Turn changing regulations into structured maps of risks and controls.
• Stop hunting clauses with Ctrl+F – see every exposure grouped by theme.

Occupations: Policy Consultants; Gov Officers

• Transform reports and consultations into clear policy options and impact themes.
• See what citizens and experts are really saying – grouped by theme, not file number.
• Turn minutes and scheme reports into a dashboard of problems and actions.

Occupations: Investigative Journalist; Content Strategist

• Connect people, events, and documents automatically instead of stitching timelines.
• Turn interviews and leaks into one story map showing links and contradictions.
• Plan campaigns from a single insight map built from performance data and comments.

Occupations: UX Researcher; UI Designer

• Turn 30+ interview transcripts into personas, needs, and pain points overnight.
• Connect usability sessions, tickets, and surveys into one experience map.
• Align stakeholders with a visual map showing user needs behind every design decision.

Occupations: Quant / Qual Researchers

• Versatile Coding: Support quantitative & qualitative video/audio with transcription.
• Multi-lingual: Code mixed language responses with merge/demerge categories.
• Scale: No limit on survey sample size; supports verbatims and brand coding.