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Solutions

Solutions by industry and by problem

Which model, which infrastructure and what it costs, for your sector or the problem you want to solve. Every page links live data, comparators and guides.

By industry

Finance and fintechPick models that reason over numbers without blowing the budgetSaaS and softwareChoose coding agents, cloud and data stack to ship without frictionRetail and e-commerceControl cost per conversation, product search and sales peaksLegalPick models that read long contracts without dropping clausesHealthcareEvaluate models for clinical documentation with accuracy first

By problem

Reduce AI costsMeasure tokens per request and pay for big models only when neededAI customer supportWork out cost per conversation without dropping below your quality barDocument search and RAGFind the right passage before asking the model for an answerCoding with AIMeasure cost per coding task and review what the agent writesCut cloud costsFind the hidden spend in egress, operations and idle resourcesHandle traffic spikesAbsorb traffic bursts without dropping requests or the databaseShip to productionDeploy from Git with separate environments and clean configurationChoose a databaseCompare Supabase, Neon, Turso, PlanetScale and D1 by how they billLaunch an MVPDeploy and store data at minimum cost and without surprisesEvaluate new AI providersCompare Kimi, GLM, Qwen and Muse Spark with the leadersCI/CD from GitHub to productionShip every commit with tests and no long-lived keys in GitHubSecrets and environmentsSeparate dev, staging and production and stop leaking environment variablesObservability without surprise billsMeasure what matters with OpenTelemetry and SLOs that don't page anyone for nothingQueues and background jobsProcess heavy tasks without duplicates when something retriesSecure file uploadsReceive files without routing them through your server or blowing up storage costsInfrastructure as codeDecide between Terraform and OpenTofu and keep your infrastructure in GitFast PostgreSQLFind the slow query with EXPLAIN and fix it with the right indexKubernetes or PaaS?Choose where to run your app based on your team, not on fashion

Frequently asked questions

What does each solution include?

Live data from the ranking or catalog that applies to that case, what to decide step by step, common mistakes, the relevant tools and comparators and technical guides in your language. Everything links to pages with a source and date.

Are the recommendations Codifly's own benchmarks?

No. Codifly doesn't run its own tests: it uses the indexes LLM Stats publishes and each provider's official prices, and every page explains the criteria it ranks by. No provider pays to appear.

What if my case doesn't fit any solution?

Tell us your volume, the options you're weighing and your constraints on the advice page. We reply in writing with the numbers of your real usage, with no commitment.

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