The best model is not the best model for every request.
Teams overpay when premium models handle work that faster, lower-cost models can complete at the same quality bar.
Managed AI infrastructure by Search Atlas
Stop paying premium prices for every AI request.
Relay gives AI-heavy teams one managed gateway across leading coding and language models—then routes each workload to the best-value model that meets your quality target.
Built for teams spending $10k+/month on AI models
Live routing policy
Quality first · cost optimized
Coding agent
Qualified
Claude Code
Routed
Content extraction
Qualified
Haiku
Lower cost
Long-context research
Qualified
Kimi
Best fit
Fallback path
Ready
Codex
Standby
Every route is measured against your approved quality bar.
One gateway acrossClaude CodeFableSonnet + HaikuCodexAntigravityKimiNemotron
The margin problem
Your model bill grew up. Your routing stack didn’t.
Provider plumbing quietly becomes a full-time job.
Retries, rate limits, account capacity, model changes, failover, and usage reporting steal engineering time from the product.
A lower bill is useless if nobody can prove why it moved.
Relay benchmarks the baseline and records cost, quality, latency, and reliability so finance and engineering see the same answer.
What Relay operates
One endpoint. More leverage.
Keep the upside of a multi-model stack without owning every integration, retry policy, quota failure, and cost dashboard yourself.
01
One endpoint
Keep your application integration simple while Relay handles provider and model routing.
02
Managed failover
Recover from provider errors, exhausted capacity, and model outages automatically.
03
Quality-aware routing
Use the lowest-cost qualified model, not the cheapest model at any cost.
04
Spend visibility
See cost by workload, model, provider, team, and routing decision.
05
Hands-on optimization
Search Atlas implements the changes instead of handing you another dashboard.
06
0% provider markup
During the design-partner pilot, provider costs pass through without an inference markup.
Model access
Use the right intelligence for the job.
01
Claude Code
Anthropic-compatible access for coding agents
02
Fable
Managed Anthropic capacity and resilient fallback
03
Sonnet + Haiku
Match quality and speed to each workload
04
Codex
Route across the full Codex model family
05
Antigravity
High-throughput agentic engineering capacity
06
Kimi
Long-context and research workloads
07
Nemotron
Open-model economics with enterprise throughput
New models, continuously.
Relay keeps the integration layer current as providers and model economics change.
90-day pilot
Prove it on a real workload.
No broad migration. No hand-wavy savings claim. Start bounded, measure everything, and expand after the economics are proven.
01
Map the spend
We baseline 14–30 days of model usage, costs, latency, errors, and workload patterns.
02
Set the quality bar
You approve the tests that a routed workload must pass before any production traffic moves.
03
Route one workload
We migrate a bounded workload first, with managed fallback and transparent reporting.
04
Verify the savings
You receive a weekly ledger showing the counterfactual cost, routed cost, and net savings.
Design-partner pricing
We win when the savings are real.
A base managed-service fee covers routing, reporting, support, and optimization. The performance fee only applies to positive net savings that pass your agreed quality threshold.
Implementation waived for the first 3–5 partners
Provider usage passed through at 0% markup
90-day paid pilot
$10k/month minimum baseline AI spend
Bring the bill. Leave with the routing plan.
Book a working session with Manick. We’ll identify where premium-model spend is justified, where it is not, and what a bounded Relay pilot would look like.
Speak to Manick