Solutions
The same endpoint, framed for what you’re building.
Direct Inference is one durable, zero-knowledge endpoint over the whole frontier-model market. However you ship AI — and whatever your industry demands — capability handling, hard spend caps, and per-application observability come standard.
Platform
Five products, one key, one base URL.
DI Endpoint
One endpoint that does everything frontier models can do. Send any OpenAI, Anthropic, or Gemini request and the best available model is served for you — there is no model to choose, ever. Your model id comes back unchanged; the serving path stays private.
DI Reliability
Retries, failover, rate-limit handling, and model retirements are absorbed inside the endpoint. You never build a retry tree or wake up to a deprecated model — outages become recoverable service events, not your incident.
DI Observability
Production-grade visibility into your traffic: request traces, usage broken down by the kind of work you send, and per-application attribution derived automatically from your headers.
DI Guardrails
Never overspend. Simple work is served cheap, repeated context is discounted automatically, and hard per-key and per-account caps fail closed before a request is ever dispatched.
DI Enterprise
Everything above, hardened for regulated, high-volume deployments: SSO/SAML, private and VPC delivery, audit logs, contractual SLAs, and volume pricing.
By use case
However you ship AI.
Agents & coding tools
Code-shaped traffic — tool calls, diffs, stack traces, repo paths — automatically gets coding and multi-step reasoning strength; any compatible editor or agent works by pointing at one base URL.
Customer support AI
Routine replies stay fast and cheap on the simple tail while hard tickets get frontier-grade reasoning, so support quality scales without paying maximum rates for every message.
Document & RAG
A PDF sent to a “mini” model still gets a document-capable model, and inputs beyond the standard context window promote themselves to a long-context path instead of truncating.
Structured data & extraction
When a JSON schema is set, the request is served by a model reliable at schema adherence — turning form parsing, entity extraction, and tool handoffs into a dependable output contract.
Vision & multimodal
Image content triggers vision-capable handling on its own — screenshot analysis, chart reading, OCR cleanup, and UI inspection are handled correctly regardless of the model string you sent.
Public-facing AI features
Ship AI to end users with hard spend caps, per-application attribution, and the zero-knowledge endpoint, so a viral spike or an abusive client can’t drain your balance or leak your stack.
By industry
Built for the bar your industry sets.
Financial services
Hard spend caps, full request traces, and a serving path your customers can’t see give risk and compliance teams the auditability and cost control they require over every inference.
Healthcare & life sciences
Zero data retention, no-training data handling, and a zero-knowledge endpoint keep PHI-adjacent workloads tightly scoped — with a BAA and private deployment available under DI Enterprise.
Public sector
Private and VPC delivery, audit logs, and a stable endpoint that absorbs model-market churn meet procurement and continuity standards without re-integration every time the catalog moves.
Insurance
Document-capable handling for claims and policy analysis, schema-reliable extraction for structured intake, and per-application attribution across lines of business — under one governed key.
Legal
Contract review and legal-style analysis are served by long-context, reasoning-grade models, with a zero-knowledge contract that keeps matter content off any model-shopping surface.
Enterprise platforms
Embed frontier inference into your own product without exposing which lab powers it — one durable surface your customers consume while the volatile supply side stays on our side.
Enterprise
Ready for procurement.
Everything that makes Direct Inference pass an InfoSec review and carry a contract behind the free tier.
One endpoint for every way you build.