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use cases

What teams build
with Mentiko

Real pipelines you can build in minutes and run on autopilot.

Content Pipeline

the problem

Content teams spend 3 days per article. Research is manual, editing is a bottleneck. Writers context-switch between drafting and fact-checking instead of doing either well.

the chain
Researcher->Writer->Editor->Publisher

Ship an article every morning on autopilot.

Read the deep dive

Code Review

the problem

Senior engineers spend 30% of time reviewing PRs. Junior devs wait hours for feedback. Knowledge silos mean only one person can review certain areas.

the chain
Analyzer->SecurityScanner->StyleChecker->Reviewer

Every PR reviewed in minutes, not hours.

blog post coming soon

Customer Support Triage

the problem

Tickets sit in a queue for hours. Simple questions get the same treatment as critical bugs. First-response times are killing your NPS score.

the chain
Classifier->KnowledgeSearch->DraftResponse->Escalator

First response in under 5 minutes, automatically.

blog post coming soon

Competitor Monitoring

the problem

You find out about competitor changes weeks late from a tweet. Nobody has time to manually check pricing pages, changelogs, and feature announcements across ten competitors.

the chain
Crawler->ChangeDetector->Analyst->Reporter

A brief in your inbox by 9am every day.

blog post coming soon

Research Synthesis

the problem

Gathering and synthesizing information from multiple sources takes days. By the time you compile findings, half the data is stale. Analysts spend more time formatting than thinking.

the chain
SourceGatherer->FactChecker->Synthesizer->Summarizer

Comprehensive research briefs in hours, not days.

blog post coming soon

Data Quality Audit

the problem

Bad data costs decisions. Manual audits are infrequent and incomplete. Schema drift, null explosions, and duplicate records go unnoticed until something breaks downstream.

the chain
SchemaValidator->OutlierDetector->ConsistencyChecker->ReportGenerator

Continuous data quality monitoring on autopilot.

blog post coming soon

Build it in minutes.

Fork a template, bring your own keys, set a schedule.