Only 150 waitlist spots available

Never refactor your
AI code again.

PickAUseCase is the AI control plane between your product and every LLM provider on Earth. Stop hard-coding model dependencies. Abstract your AI into stable, use-case-driven endpoints.

Drop-in replacement for OpenAI/Anthropic SDKs. Switch in under 10 minutes.

pick-a-usecase.config.ts
01export const config = {
02useCase: 'customer-support',
03objective: 'cost-optimization',
04failover: true
05}

Compatible with every major provider

OpenAIAnthropicGoogle CloudMetaMistralGroq

The Paradigm Shift

The Old Way vs The PickAUseCase Way

Logic Focus

Choosing models.

Spending hours debating GPT-4o vs. Claude 3.5 Sonnet.

Choosing outcomes.

Defining /summarize or /code-gen and moving on.

Model Upgrades

Manual refactoring.

Breaking open the IDE to update endpoints and test prompts.

Auto-Frontier.

We adopt the latest models automatically so you stay ahead while you sleep.

Developer Workflow

Hard-coded dependencies.

Your backend is a house of cards waiting for a model deprecation.

Code once, use forever.

One stable API — swap models in the dashboard, never touch the code.

Breaking Changes

Schema anxiety.

A model switch breaks your JSON parsers and crashes production.

Schema stability.

A standardized layer ensures outputs stay identical regardless of the provider.

Incident Response

The midnight fire drill.

Provider goes down — spend 5 hours refactoring at 2 AM.

The kill-switch.

One click to blacklist a provider; failover happens in milliseconds.

Cost Management

The usage tax.

Paying a % markup on every token; high scale means high punishment.

Flat subscription.

Predictable monthly cost with no markups or scale penalties.

Benchmarking

Constant research.

Following “AI Twitter” just to see which model is currently winning.

Time arbitrage.

We handle the evals and benchmarking — your stack is always optimized.

Vendor Risk

Single-provider lock-in.

You’re at the mercy of one company’s policy and pricing.

Universal insulation.

Total vendor independence — switch providers as the market changes.

A/B Testing

Hours of dev time.

Building custom routing logic, managing split-tests, and manually tracking costs vs. quality.

The experimentation layer.

Toggle “Model A vs. Model B” in the dashboard; trickle 10% of traffic instantly without a redeploy.

Flat pricing. No token tax.

Two tiers. Same abstraction. Different control.
Waitlist members get ~50% off their first year.

Builder

$149$79/month

For indie hackers, early AI SaaS, and MVP builders

Use-Case API
Call /use-case/email-gen instead of a model name. Your integration never needs to change when models do.
Automatic Model Upgrades
New models are evaluated and adopted automatically. You do nothing to stay at the frontier.
Multi-Model Failover
Automatic fallback chains with retry logic keep your app running when a provider goes down.
Stable JSON Output Schema
Standardized response shapes across all models. Provider or model switches never break your parsers.
Raw Token Pass-Through
No token markup or compute arbitrage. You pay exactly what we pay.
Flat Monthly Pricing
Predictable capacity-based tiers with no per-request charges or usage penalties as you scale.
Vendor Insulation
Provider outages, policy changes, or cost spikes are handled automatically. Your routing adjusts without intervention.
Billing Dashboard
Token usage visibility and billing history in one place so no financial surprises.
Governance Dashboard
Live policy controls, provider blacklisting, override chains, and audit logs.
A/B Testing Engine
Split traffic across models at any percentage and measure real cost and quality deltas in production.
Objective-Based Optimization
Tune routing to optimize for quality, cost, latency, or a custom weighted mix.
Vendor Kill-Switch
Remove a provider from all routing instantly — no redeploy, no code change.
Recommended

Professional

$399$199/month

For AI-native SMBs and scaling SaaS

Everything in Builder
All use-case routing, schema stability, auto-upgrades, failover, and flat pricing included.
Live Model Switching
Force or override specific models instantly from the dashboard. No redeploy or code change required.
Objective-Based Optimization
Set a routing objective like maximize quality, minimize cost, or a custom weighted mix, and change it anytime via dashboard.
A/B Testing Engine
Split traffic across any two models or strategies at any percentage and track real production quality and cost deltas.
Governance Dashboard
Blacklist providers, force models, toggle routing modes, and make live policy changes without engineering involvement.
Vendor Kill-Switch
Remove a provider from all routing in seconds, immediately effective across your entire integration.
Audit Log
Full history of policy changes, model upgrades, failover events, and objective changes with timestamps.
Performance Analytics
Cost breakdowns, latency metrics, and failover frequency by use case so you understand exactly what your routing is doing.
Custom Use-Cases
AI-generated routing graph for your specific use cases with human review and weekly optimization.
Early Access

Stop Refactoring.
Start Shipping.

Claim one of 150 Founding Team spots. Founding teams get early access, priority onboarding, and direct input into product direction.

No spam — technical updates and early access only

“Every AI product I shipped ended up with the same problem: Spending time managing AI rather than building my product. Failover chains. Routing logic. Benchmarking new releases. Vendor lock-in. Every upgrade meant touching production code. I realized the real issue wasn’t which model to use. It was that our products were married to them. I built PickAUseCase to give developers an AI Divorce. The freedom to switch, optimize, and scale without ever touching production code again.”
AK
Abhiraaj Konduru
Founder, PickAUseCase AI