High-caliber AI partners powering Steepworks
We route every workflow across a curated roster of frontier models—selected, benchmarked, and governed for dependable outcomes.
Our model philosophy
We mix the world’s most capable foundation models with Steepworks’ orchestration spine. The models bring state-of-the-art reasoning; we supply context memory, tool access, and guardrails so results are production-ready.
Best-in-class models
We continuously evaluate frontier releases and adopt only those that clear accuracy, latency, and policy thresholds.
Context made actionable
Steepworks injects persistent memory—prior runs, domain data, customer intent—so models answer with full situational awareness.
Tool-backed intelligence
From retrieval to human approvals, shared adapters give every partner model the same rich toolbox.
Governance by design
Per-app policies, audit trails, and budget enforcement ride alongside every inference.
Primary AI partners
OpenAI
GPT-5 Enterprise
Rapid multi-modal reasoning, strong structured outputs, battle-tested for production scale.
Best used for
Planning, synthesis, complex agent instructions.
Anthropic
Claude Opus 4
Long-context reliability, reflective answers, guardrail-friendly Constitutional AI.
Best used for
Policy-sensitive workflows, reviews, narrative depth.
Gemini Pro 2.5
Speed on verification tasks, search-integrated knowledge, resilient tool-calling.
Best used for
Fact-checks, retrieval-heavy tasks, structured validation.
Our routing engine can also integrate additional providers for specialized domains (legal, medical, financial) when partner requirements demand it.
How Steepworks orchestrates the stack
- Model routing: Plans select the right partner—OpenAI for multi-step reasoning, Anthropic for policy-intensive reviews, Google for verification bursts.
- Context memory: We hydrate prompts with structured history, human instructions, and domain documents, giving each model a working memory across sessions.
- Tool choreography: Retrieval, web actions, code execution, and human checkpoints plug into every run with consistent audit trails.
- Outcome tracking: Each inference is stamped with cost, latency, and quality metrics so improvements in one partner benefit the entire portfolio.
Model performance snapshot
| Capability | GPT-5 Enterprise | Claude Opus 4 | Gemini Pro 2.5 |
|---|---|---|---|
| Response speed | Fast & structured | Deliberate, reflective | Rapid on verification tasks |
| Context window | 200k tokens with retrieval assist | Long-form, safe summarization | Extended context with search grounding |
| Best for | Complex planning, synthesis | Policy-sensitive reviews, narrative | Fact checks, data validation |
Benchmarks combine lab evaluations and real production traffic routed through Steepworks’ telemetry.
Bring dependable AI outcomes to your product
We’ll map your workflow to our partner roster, align on model policy, and show how Steepworks keeps quality and governance in lockstep.