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Continuum AI sells OrcaRouter, an OpenAI-compatible gateway that routes prompts across more than 200 models and adds guardrails and an agent firewall that screens the tool and MCP calls agents make. The routing is the part with real evidence behind it: it ships as open-source code, a published technical report describes the method, and it placed second on the public RouterArena leaderboard. The security controls that put it in the AI-defense category are newer, described mainly by the company, and made free only in June 2026. With no named customers, no disclosed funding, and a newly launched open-source edition, OrcaRouter is most credible today as a cost-cutting router and unproven as the security control plane it markets.
| Description | Continuum AI operates OrcaRouter, an OpenAI-compatible AI gateway that routes prompts across more than 200 models and adds inline guardrails and a risk-scored agent firewall that grades tool and MCP calls before they run. | [f1] |
|---|---|---|
| Founded | 2026 | [f2] |
| HQ | Singapore | [f3] |
| Product | What it does |
|---|---|
| OrcaRouter | OpenAI-compatible AI gateway routing prompts across 200-plus models with adaptive routing and failover, plus inline guardrails and a risk-scored agent firewall gating tool and MCP calls. |
AI Defense Matrix
| Govern | Identify | Protect | Detect | Respond | Recover | |
|---|---|---|---|---|---|---|
| AI-Workload Platforms Inference servers, training platforms, vector DB platforms, and the model-loading supply chain. | ||||||
| AI Orchestration Tools Agentic orchestration tools, plus their plugins, skills, hooks, system prompts, scaffolding, harnesses, configuration settings, and MCP clients on user devices. | ||||||
| AI-Generated Code Code produced by AI tools, AI-assisted reviews, AI-generated infrastructure-as-code and tests, and vibe-coded apps that bypass CI/CD. | ||||||
| AI Gateways & Routers MCP proxies and gateways, LLM routers, outbound AI-service traffic, shadow AI egress, and model-registry traffic. | ||||||
| AI Model Model weights, fine-tuning checkpoints, model cards, registries, AIBOM, and the third-party LLMs your enterprise consumes. | ||||||
| Training Data Datasets used for training, fine-tuning, and continued learning. | ||||||
| Runtime AI Data User prompts, inference inputs, RAG content, vector DB content, persistent agent memory, and interaction history. | ||||||
| AI Agent Identities AI agents as non-human principals, plus credentials, keys, permission scopes, service accounts, and delegation chains across agents and tools. |
OrcaRouter routes prompts across models through one OpenAI-compatible endpoint and runs a risk-scored agent firewall that grades every tool and MCP call before it runs. These capabilities are mapped to the AI Defense Matrix. [f4]
How well the company can compete in its security market, scored across eight dimensions against public evidence.
| Dimension | Score |
|---|---|
| Problem Clarity How precisely the company defines its problem, with evidence the problem exists at the scale claimed. | 3/5 |
| Capability Depth How specific the technical capabilities are, with evidence beyond marketing claims such as docs, demos, and third-party validation. | 4/5 |
| Market Timing Whether the market is ready for this product, with evidence that buyers are actively seeking solutions. | 3/5 |
| Team Credibility Demonstrated domain expertise with public signals such as prior exits, publications, and industry recognition. | 2/5 |
| GTM Proof Evidence of actual traction (customers, revenue signals, partnerships) beyond stated intentions. | 2/5 |
| Funding Efficiency Whether funding matches go-to-market ambition, with signs of capital-efficient growth. | 2/5 |
| Category Clarity Whether the company creates or fits a recognizable category that buyers can quickly place in their stack. | 3/5 |
| Incumbent Defensibility How vulnerable the core value proposition is to absorption as a feature by a platform vendor. | 2/5 |
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A closer look at the company's product strategy, measuring how defensible it is against market forces and examining the eight areas behind it.
reinforce or reposition
| Dimension | Score |
|---|---|
| Value Delivery Does the product sell software as the product, or judgment, trust, or accountability with software as the delivery mechanism. | 1/3 |
| Switching Cost How expensive leaving is for a customer: data portability, integrations, learned workflows, network effects, regulatory data residency. | 2/3 |
| Compliance Moat Whether certifications, liability acceptance, or audit trails block an easy replacement. | 1/3 |
| Problem Complexity Whether the product requires ML, optimization, real-time systems, or years of specialized expertise. | 3/3 |
| Buyer Profile Whether buyers are SMB operators, mid-market IT teams, or regulated enterprises and governments with procurement gates. | 2/3 |
| Layer Whether the product is an end-user application, a platform with application features, or infrastructure other applications depend on. | 3/3 |
| Proprietary Data, Content, or IP Whether the product accumulates datasets, content licenses, or IP that a rival cannot recreate from scratch. | 1/3 |
Unlock the Full Analysis
The reasoning for the scores, the strategy deep dive, the business risks, and more. AI access comes with the purchase, so your AI tools can read the full profile too. You keep 12 months of access.
One-time purchase: $20 per profile.
UnlockReading several? Unlock the entire catalog.
| Id | Source | Tier | Accessed |
|---|---|---|---|
| f1 | OrcaRouter homepage | official | 2026-07-06 |
| f2 | Continuum AI launches OrcaRouter (orcarouter.ai registered 2026-04-02) | press | 2026-07-06 |
| f3 | OrcaRouter Terms of Service (Continuum AI Pte. Ltd.) | official | 2026-07-06 |
| f4 | AI Defense Matrix Catalog mapping (aligned to catalog) | other | 2026-07-06 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | OrcaRouter homepage “Every tool and MCP call is graded ALLOW, REVIEW, or BLOCK before it runs, and anomaly detection flags rate and cost spikes against learned hour-of-week baselines.” | official | 2026-07-06 |
| s2 | OrcaRouter Terms of Service “operated by CONTINUUM AI PTE. LTD., a private limited company incorporated in Singapore” | official | 2026-07-06 |
| s3 | OrcaRouter Privacy Policy “we do not log, store, or retain the content of your prompts or model outputs” | official | 2026-07-06 |
| s4 | OrcaRouter documentation “OrcaRouter is an OpenAI-compatible API gateway. Point your existing OpenAI SDK at https://api.orcarouter.ai/v1” | official | 2026-07-06 |
| s5 | OrcaRouter: A Production-Oriented LLM Router (Continuum AI, arXiv preprint) “OrcaRouter-Adaptive ranked second on the public RouterArena leaderboard with an arena score of 72.08, achieving 75.54% accuracy at $1.00 per 1K queries.” | research | 2026-07-06 |
| s6 | Continuum AI launches OrcaRouter (PR Newswire) “While OpenRouter and other incumbents charge a 5% spread on every token, OrcaRouter charges nothing.” | press | 2026-07-06 |
| s7 | BriefGlance on OrcaRouter's zero-markup routing “Other platforms, like Portkey, use a subscription model based on metrics such as recorded logs rather than direct token usage, separating their platform fee from the LLM provider costs.” | press | 2026-07-06 |
| s8 | OrcaRouter releases AI Threat Report 2026, makes security controls free (brand post) “every tool call, MCP dispatch, and network egress is judged against ordered, default-deny policy with six verdicts: allow, audit, deny, sanitize, pending-approval, and cap-cost.” | press | 2026-07-06 |
| s9 | OrcaRouter-Lite open-source repository “Self-hosted LLM router with a managed safety net. OpenAI-compatible. BYOK. Single-workspace. Streaming.” | official | 2026-07-06 |
| s10 | Trust probe 2026-07-06: homepage shows SOC 2, ISO 27001, GDPR, HIPAA badges, reports under NDA, no trust or security subdomain “Audit reports available under NDA, request a copy below.” | official | 2026-07-06 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | OrcaRouter homepage “Every tool and MCP call is graded ALLOW, REVIEW, or BLOCK before it runs, and anomaly detection flags rate and cost spikes against learned hour-of-week baselines.” | official | 2026-07-06 |
| s2 | OrcaRouter Terms of Service “operated by CONTINUUM AI PTE. LTD., a private limited company incorporated in Singapore” | official | 2026-07-06 |
| s3 | OrcaRouter Privacy Policy “we do not log, store, or retain the content of your prompts or model outputs” | official | 2026-07-06 |
| s4 | OrcaRouter documentation “OrcaRouter is an OpenAI-compatible API gateway. Point your existing OpenAI SDK at https://api.orcarouter.ai/v1” | official | 2026-07-06 |
| s5 | OrcaRouter: A Production-Oriented LLM Router (Continuum AI, arXiv preprint) “OrcaRouter-Adaptive ranked second on the public RouterArena leaderboard with an arena score of 72.08, achieving 75.54% accuracy at $1.00 per 1K queries.” | research | 2026-07-06 |
| s6 | Continuum AI launches OrcaRouter (PR Newswire) “While OpenRouter and other incumbents charge a 5% spread on every token, OrcaRouter charges nothing.” | press | 2026-07-06 |
| s7 | BriefGlance on OrcaRouter's zero-markup routing “Other platforms, like Portkey, use a subscription model based on metrics such as recorded logs rather than direct token usage, separating their platform fee from the LLM provider costs.” | press | 2026-07-06 |
| s8 | OrcaRouter releases AI Threat Report 2026, makes security controls free (brand post) “every tool call, MCP dispatch, and network egress is judged against ordered, default-deny policy with six verdicts: allow, audit, deny, sanitize, pending-approval, and cap-cost.” | press | 2026-07-06 |
| s9 | OrcaRouter-Lite open-source repository “Self-hosted LLM router with a managed safety net. OpenAI-compatible. BYOK. Single-workspace. Streaming.” | official | 2026-07-06 |
| s10 | Trust probe 2026-07-06: homepage shows SOC 2, ISO 27001, GDPR, HIPAA badges, reports under NDA, no trust or security subdomain “Audit reports available under NDA, request a copy below.” | official | 2026-07-06 |
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