Workflow design
Map the current verification process, identify repeatable steps and build a clearer evidence trail.
Suhanur Rahman helps organizations make digital verification more systematic: clearer evidence collection, documented checks, technical research and tooling that reduces repetitive verification work without pretending that judgement can be automated completely.
verification capability areas
repeatable evidence workflow
final judgement stays visible
research-oriented practice
Your team verifies content quickly but the evidence trail is inconsistent.
Different researchers use different standards for the same kind of claim.
You need technical research alongside ordinary source checking.
Verification is now a repeated operational function and needs a system.
Online verification is often treated as a collection of clever tricks. In practice, reliable work looks more like disciplined research: preserve the material, identify what is known, test independent signals, record uncertainty and make the final judgement explainable.
For teams doing this frequently, the bigger opportunity is system design. Templates, evidence structures, data checks and small automation utilities can make the process faster while keeping the human decision visible — and a repeatable process makes disagreement useful because the team can inspect where two researchers took different paths.
Map the current verification process, identify repeatable steps and build a clearer evidence trail.
Investigate web, platform and data signals where technical context is important to the claim.
Build small internal utilities and data workflows that reduce repetitive checks without hiding uncertainty.
Practical capacity building for journalists, researchers and teams that need a shared verification standard.
Newsrooms, fact-checking organizations, research teams, civic-tech groups and international programs are good fits, particularly when verification has become a repeated operational function rather than an occasional task.
Bring a real example of the claim or workflow you are struggling with. The first useful question is usually what evidence needs to survive scrutiny, not which tool is currently popular.