Start a project Research, education & technical publishing
Make research usable in more than one form. Build systems that read literature, structure evidence and create scientific visuals—with specialist agents for planning, generation, critique and refinement.
Research organizations · Technical teams · Educators and publishers01 / INSIDE THE WORKFLOW
Follow a source through extraction, evidence mapping, visual composition and a deliberate critique loop.
Illustrative workflow study. Shapes, traces and records explain the process; they are not live customer data or computed results.
02 / THE POSSIBILITIES
Start with one useful outcome. Connect more of the workflow as your needs grow.
A research claim with a traceable source
Structured evidence without losing context
A research map you can question
Different ways to explain the same science
Meaning, labels and layout under review
Scientific meaning carried through the sequence
Built to work together. Connect the relevant workflows into one custom system, with shared context and clear review points.
Shape your scope03 / ENGINEERED FOR YOUR ENVIRONMENT
Bring sources, extracted findings and generated explanations into one workflow. Preserve attribution and review scientific meaning before the final output.
Connect source collection, figures & tables, research brief through interfaces and access rules agreed for your project.
Trust is built at the boundaries.
Keep source provenance and the distinction between extracted findings and generated explanations.
Review scientific meaning, labels and visual fidelity independently from appearance.
Define source permissions, attribution and export requirements for the project.
VALIDATE THE WORK THAT MATTERS
Build the evaluation around your actual task, representative inputs and specialist review.
How we engineer and evaluateCompare extracted fields with their source regions.
Criteria and thresholds are agreed for your project. This is a process illustration, not a performance score.
04 / BUILD SOMETHING USEFUL
We’ll map the workflow, identify a useful first scope and prepare a quotation around your requirements.
Start a conversationCUSTOM DEVELOPMENT · QUOTATION ON REQUEST
Extract meaning with its source.
Separate claims, methods and findings while keeping the table, figure or passage they came from.