vendor · observability
Maxim AI vs Wayfound
45 fields both were evaluated on, 23 of them different — including where one discloses something the other does not. Every value links to the document it came from. 22 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Maxim AI | Wayfound |
|---|---|---|
| Audit trail· | Tracks audit logs as part of its governance controls “track audit logs”www.getmaxim.ai · checked Aug 26, 2026 | “gives you agent scorecards, recommendations, alerts, and transcripts”www.wayfound.ai · checked Aug 1, 2026 |
| Explainability· | no public information www.getmaxim.ai · checked Aug 26, 2026 | “real-time alerts and inline improvement suggestions”www.wayfound.ai · checked Aug 1, 2026 |
| Runtime governance· | Enforces per-team/per-virtual-key spend budgets, tracks audit logs, and controls access via SSO “Organizations can manage budgets per team or virtual key, track audit logs and maintain access control via SSO.”www.getmaxim.ai · checked Aug 26, 2026 | “enforce guidelines and standards with intuitive rules”www.wayfound.ai · checked Aug 1, 2026 |
| Permission scopes· | Per-team/per-key access control via SSO, plus virtual keys scoped to independent budgets and use cases “Virtual Key Management Create different virtual keys for different use-cases with independent budgets and access control.”www.getmaxim.ai · checked Aug 26, 2026 | no public information www.wayfound.ai · checked Aug 1, 2026 |
| Regulatory alignment· | no public information www.getmaxim.ai · checked Aug 26, 2026 | “ensuring every interaction meets your business goals”www.wayfound.ai · checked Aug 1, 2026 |
| Service type· | Enterprise AI gateway: unified routing, governance and observability layer across model providers “Built for enterprise-grade reliability, governance, and scale.”www.getmaxim.ai · checked Aug 26, 2026 | “Wayfound is the world’s first AI Agent supervision platform”www.wayfound.ai · checked Aug 1, 2026 |
| Client types· | Developer/engineering teams building AI applications “Join developers who trust Bifrost for their AI infrastructure”www.getmaxim.ai · checked Aug 26, 2026 | “Wayfound is for business users and product managers at companies with AI Agents”www.wayfound.ai · checked Aug 1, 2026 |
Safety
| Field | Maxim AI | Wayfound |
|---|---|---|
| Safety policy· | no public information www.getmaxim.ai · checked Aug 26, 2026 | “ensuring every interaction meets your business goals”www.wayfound.ai · checked Aug 1, 2026 |
| Usage restrictions· | no public information www.getmaxim.ai · checked Aug 1, 2026 | “ensuring every interaction meets your business goals”www.wayfound.ai · checked Aug 1, 2026 |
| Data handling· | no public information www.getmaxim.ai · checked Aug 26, 2026 | “Our enterprise agreements with foundation AI models guarantees that your data is never shared with anyone or used for model training.”www.wayfound.ai · checked Aug 1, 2026 |
Practicality
| Field | Maxim AI | Wayfound |
|---|---|---|
| Pricing model· | Free 14-day trial for the Enterprise tier; a free open-source edition is also available “Try Bifrost Enterprise free for 14 days.”www.getmaxim.ai · checked Aug 26, 2026 | “Wayfound offers 3 pricing tiers: an introductory “AI Innovator” plan, that lets you try out Wayfound for a nominal fee, an “AI Growth” plan, that lets you scale your Wayfound Supervisor’s reach, and our “Enterprise Plan” for production level Agent Supervision.”www.wayfound.ai · checked Aug 1, 2026 |
| Price point· | no public information www.getmaxim.ai · checked Aug 26, 2026 | “Up to date pricing information can be found on our Pricing page .”www.wayfound.ai · checked Aug 1, 2026 |
| Availability· | Generally available; 14-day free trial for the Enterprise tier “Try Bifrost Enterprise free for 14 days.”www.getmaxim.ai · checked Aug 26, 2026 | “Wayfound is the world’s first AI Agent supervision platform”www.wayfound.ai · checked Aug 1, 2026 |
| Deployment options· | Self-hosted via a single command line install (open source); hosted Enterprise option also available “npx @maximhq/bifrost”www.getmaxim.ai · checked Aug 26, 2026 | “Wayfound’s pricing and go-to-market model assume a cloud-based delivery model. If your use case requires on prem deployment, please reach out to your Wayfound account team to discuss options.”www.wayfound.ai · checked Aug 1, 2026 |
| Integrations· | OpenAI, Anthropic, Vercel AI SDK, LangChain, plus 8+ model providers and 1,000+ models overall “Works with OpenAI, Anthropic, Vercel AI SDK, LangChain, and more.”www.getmaxim.ai · checked Aug 26, 2026 | “connect Agents built on many different platforms as well as pre-built 3rd party Agents (such as Intercom Fin, Qualified Piper, etc)”www.wayfound.ai · checked Aug 1, 2026 |
| Support model· | Community support via Discord for the open-source tier “Community Support Active Discord community with responsive support and regular updates.”www.getmaxim.ai · checked Aug 26, 2026 | no public information www.wayfound.ai · checked Aug 1, 2026 |
Ecosystem
| Field | Maxim AI | Wayfound |
|---|---|---|
| Protocols supported· | MCP (Model Context Protocol) gateway for centralizing tool connections “Built in MCP gateway to use all tools within the agent.”www.getmaxim.ai · checked Aug 26, 2026 | “integration flexibility including its own MCP server”www.wayfound.ai · checked Aug 1, 2026 |
| API access· | Single unified, OpenAI-compatible API across all connected model providers “One consistent API for all providers.”www.getmaxim.ai · checked Aug 26, 2026 | “securely connected with the Wayfound Supervisor with just one line of code”www.wayfound.ai · checked Aug 1, 2026 |
| Marketplace presence· | no public information www.getmaxim.ai · checked Aug 1, 2026 |
Impact
| Field | Maxim AI | Wayfound |
|---|---|---|
| User base· | “Trusted by innovative startups and established industry leaders.”www.wayfound.ai · checked Aug 1, 2026 | |
| Deployment scale· | Over 1,000+ teams use it (self-reported) “OVER 1,000+ TEAMS USE BIFROST”www.getmaxim.ai · checked Aug 26, 2026 | “Wayfound is the world’s first AI Agent supervision platform”www.wayfound.ai · checked Aug 1, 2026 |
| Target sectors· | Financial services/banking, healthcare & life sciences, insurance, retail, cybersecurity, biotech/pharma, government, telecom, energy & utilities “Financial Services & Banking Healthcare & Life Sciences Insurance Retail Cybersecurity & Threat Intelligence Biotechnology & Pharmaceutical Government & Public Sector Telecommunications Energy & Utilities”www.getmaxim.ai · checked Aug 26, 2026 | |
| High-risk domains· | Marketed into financial services/banking, healthcare & life sciences, insurance, and government/public sector among other regulated industries “Financial Services & Banking Healthcare & Life Sciences Insurance Retail Cybersecurity & Threat Intelligence Biotechnology & Pharmaceutical Government & Public Sector Telecommunications Energy & Utilities”www.getmaxim.ai · checked Aug 26, 2026 |
Disclosed by neither
Both Maxim AI and Wayfound publish nothing on these 22 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 22 identical table rows. Each is shown with its source check on the individual profiles.
- Documented incidents
- Supported regions
- Open source
- Safety evaluations
- Red teaming
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Compliance certifications
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
- Regulatory status
- Underwriting backing
Questions
- How do Maxim AI and Wayfound compare on support model?
- Maxim AI: Community support via Discord for the open-source tier. Wayfound: no public information disclosed.
- How do Maxim AI and Wayfound compare on permission scopes?
- Maxim AI: Per-team/per-key access control via SSO, plus virtual keys scoped to independent budgets and use cases. Wayfound: no public information disclosed.