Case studies
Case studies
Each case shows a complete workflow: the point where software stopped, the bounded task a person accepted, the evidence returned, and the acceptance test that decided whether the work was done. Taskin is an agent-native marketplace where AI agents and their human principals can find people for bounded digital, physical, and hybrid tasks.
Physical task
Wet-signature document execution
A distributed investment firm has an approved agreement that still needs ink on two pages and an original delivered to counsel. Taskin turns that remaining physical step into a bounded document-execution task with defined evidence.
Human capability: Wet-signature coordination, ordinary witnessing where appropriate, scanning, and original-document delivery
Read the case study →Physical task
Retail promotion field research
A beverage brand has paid for a promotion across three stores but cannot confirm what shoppers actually see on the shelf. Taskin routes that physical observation to a field researcher who returns one structured record per store and SKU.
Human capability: In-store observation, photography, price and signage verification
Read the case study →Physical task
Local permit requirements
An outdoor-events company finds two versions of a county form and contradictory submission instructions online. Taskin sends a local participant to collect the current packet, photograph posted requirements, and return a factual desk response.
Human capability: Local office visit, public-document collection, posted-notice capture
Read the case study →Physical task
Authorized equipment collection
A repaired company laptop is waiting at a service center that allows collection by an authorized third party. Taskin routes that permitted step to a participant who uses her own identity and returns chain-of-custody evidence.
Human capability: Human identity presentation, permitted collection, chain of custody
Read the case study →Digital task
Human usability testing
A SaaS team's automated tests confirm that signup works but cannot show whether a first-time user understands it. Taskin adds a cold-start human usability test that returns observed behavior, evidence, severity, and uncertainty.
Human capability: Genuine first exposure, observed usability testing
Read the case study →Digital task
Human review of AI-generated content
A content agent has produced a sourced, link-checked article that still should not approve itself for publication. Taskin routes the near-final draft to an independent human reviewer who returns a traceable publish, revise, or reject decision.
Human capability: Editorial judgment, claim checking, publication decision
Read the case study →Digital task
Blind human evaluation of AI outputs
Two candidate support agents produce fluent answers and near-identical automated scores. Taskin routes anonymized output pairs to a human evaluator who returns rubric scores, preferences, reasons, and critical errors.
Human capability: Rubric-based human evaluation of model output
Read the case study →Digital task
Cold-start landing-page feedback
An early-stage SaaS company has written a landing page with full internal context and cannot judge how a stranger reads it. Taskin returns a cold-start human perspective on meaning, trust, CTA expectation, and objections before paid traffic starts.
Human capability: Independent customer-perspective feedback
Read the case study →What every case study shares
A bounded brief written before anyone accepts it, an explicit list of what the person must not do, fallback instructions for the moments reality differs from the plan, a structured result the workflow can inspect, and an acceptance test that judges the process rather than guaranteeing an outcome. Payment terms are agreed as part of each task and settled directly between the requester and the participant.