Services that scale
your AI workloads

Smart Multi-Model Routing

Route every request to the cheapest model that meets your quality bar — across Claude, GPT, Gemini, Mistral, and self-hosted Ollama.

• Profile prompts and auto-route by cost, latency, and quality.
• Fail over instantly when a provider is down or rate-limited.
• A/B test models in production with one config change.
• Unify pricing, retries, and streaming behind a single API.

• Cut AI spend up to 68% on customer-facing workloads.
• Survive provider outages without rewriting integrations.
• Match quality bars per feature without hand-tuning prompts.

Aggressive Prompt Caching

Detect repeated context across requests and replay it from cache. Reduce tokens, latency, and provider load — without changing your app.

• Normalize prompts and reuse identical context windows.
• Trim system messages to the smallest equivalent form.
• Stream cache hits directly, skip the provider round-trip.
• Tune cache policy per route — strict, fuzzy, or off.

• Push cache hit rates from 12% to 80%+ on chat workloads.
• Slash p95 latency on long-context RAG pipelines.
• Reduce token bills predictably as traffic scales.

Multi-Agent Orchestration

Compose researcher → planner → executor handoffs with typed contracts, retries, and budget guards baked in.

• Define agent teams declaratively with shared memory.
• Enforce per-step token, time, and tool budgets.
• Inspect every handoff, every tool call, every retry.
• Plug in custom tools and MCP servers in minutes.

• Replace brittle Notion or Zapier flows with reliable agents.
• Run long-horizon research and code tasks end-to-end.
• Productize internal workflows safely with audit trails.

Token & Cost Observability

Real-time dashboards for every request, every model, every dollar. Slice by user, project, route, or feature flag.

• Track per-request token, cost, and latency in real time.
• Group spend by user, team, project, or environment.
• Alert on regressions, prompt drifts, and budget overruns.
• Export to Datadog, Grafana, or your warehouse.

• Give finance per-feature AI spend without a SQL ticket.
• Catch a runaway prompt before it ruins the month.
• Justify model-switch decisions with hard numbers.

Self-Hosted & On-Prem

Deploy the gateway in your VPC or on bare metal. Keep prompts, data, and audit logs inside your perimeter.

• Ship as a Helm chart, Terraform module, or single binary.
• Route to private Ollama, vLLM, or LM Studio endpoints.
• Wire SSO, RBAC, and audit logs into existing tooling.
• Meet SOC 2 Type II and GDPR controls out of the box.

• Run AI workflows under HIPAA, FedRAMP, or PCI scope.
• Mix cloud and on-prem models behind one API.
• Stay shippable when legal blocks public providers.