S/10 Digital verification · OSINT · Information integrity

Verification workflows for teams that cannot afford to publish the wrong thing.

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.

OSINTVerificationMetadataPythonEvidenceAudit trail
0104

verification capability areas

0201

repeatable evidence workflow

03Human

final judgement stays visible

04OSINT

research-oriented practice

Documented

Disagreement becomes useful when the path is recorded.

01 — The problem

Where the complexity usually starts.

01

Your team verifies content quickly but the evidence trail is inconsistent.

02

Different researchers use different standards for the same kind of claim.

03

You need technical research alongside ordinary source checking.

04

Verification is now a repeated operational function and needs a system.

02 — Not a button

Verification is a workflow, not a button.

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.

03 — Consulting areas

Build a shared verification capability.

Workflow design

Map the current verification process, identify repeatable steps and build a clearer evidence trail.

Technical research

Investigate web, platform and data signals where technical context is important to the claim.

Verification tooling

Build small internal utilities and data workflows that reduce repetitive checks without hiding uncertainty.

Training

Practical capacity building for journalists, researchers and teams that need a shared verification standard.

04 — Who this is for

When verification becomes a repeated function.

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.

05 — Start here

Building a verification capability?

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.

Discuss verification
06 — Related workAll services