vendor · observability
Future AGI vs Cekura (formerly Vocera AI)
49 fields both were evaluated on, 27 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 | Future AGI | Cekura (formerly Vocera AI) |
|---|---|---|
| Audit trail· | Full audit trail “Full audit trail AI Copilot · 3 Teams 24k actions · 0 leaks”futureagi.com · checked Aug 1, 2026 | no public information www.vocera.ai · checked Aug 18, 2026 |
| Explainability· | no public information www.vocera.ai · checked Sep 16, 2026 | |
| Runtime governance· | “Guard 1 field masked ■ Margin (42%) masked — not in sales scope Requires finance role for access ✓ Contract details served (1 field redacted) Audit logged: act_f82k · 210ms ↳ Marketing PII export → blocked, redirected Anonymized cohort segments (12.4k users, no PII)”futureagi.com · checked Aug 1, 2026 | no public information www.vocera.ai · checked Aug 6, 2026 |
| Permission scopes· | Role simulation Policy evaluation Full audit trail “Role simulation Policy evaluation Full audit trail AI Copilot · 3 Teams 24k actions · 0 leaks”futureagi.com · checked Aug 1, 2026 | no public information www.vocera.ai · checked Aug 6, 2026 |
| Compliance certifications· | States its security and compliance infrastructure includes HIPAA, SOC 2, and GDPR "as defaults." “The security and compliance infrastructure voice AI demands: HIPAA, SOC 2, and GDPR, not as checkboxes but as defaults.”www.vocera.ai · checked Sep 9, 2026 | |
| Regulatory alignment· | “Whether you're navigating SOC 1, 2, ISO 27001, HIPAA, GDPR, or the EU AI Act, Future AGI gives you the auditability and control that closed-source alternatives can't.”futureagi.com · checked Aug 1, 2026 | no public information www.vocera.ai · checked Aug 6, 2026 |
| SLA terms· | Custom SLAs 24/7 Support “Enterprise Options On-Premise Custom SLAs 24/7 Support”futureagi.com · checked Aug 1, 2026 | no public information www.vocera.ai · checked Aug 6, 2026 |
| Evaluation coverage· | “Evaluation Suite 8 evals · 5 contexts Dataset Observe Simulate SDK CI/CD EVALUATOR Data Obs Sim SDK Hallucination 96 91 88 94 Factual Accuracy 92 87 90 89 Relevance 98 95 93 97 Toxicity 100 99 100 98 PII Detection 94 82 91 86 Tool Selection 78 73 81 76”futureagi.com · checked Aug 1, 2026 | Vendor runs synthetic conversation suites against a customer's agent before go-live. This is the vendor's own testing product, not an independent assessment of the vendor. “Run thousands of synthetic conversations before go-live.”www.vocera.ai · checked Aug 18, 2026 |
| Service type· | simulate, evaluate, optimize, monitor, protect, gateway, and guardrail - all from one place. “Future AGI is an open-source, end-to-end AI agent engineering platform that covers the full lifecycle: simulate, evaluate, optimize, monitor, protect, gateway, and guardrail - all from one place.”futureagi.com · checked Aug 1, 2026 | Automated QA and reliability testing for voice and chat AI agents; the vendor now describes itself as "the reliability layer for voice agents" under the name Cekura. “The reliability layer for voice agents.”www.vocera.ai · checked Aug 18, 2026 |
| Client types· | “From ambitious startups to global enterprises, teams trust Future AGI to ship AI agents confidently.”futureagi.com · checked Aug 1, 2026 | no public information www.vocera.ai · checked Aug 18, 2026 |
Safety
| Field | Future AGI | Cekura (formerly Vocera AI) |
|---|---|---|
| Safety evaluations· | “Evaluation Suite 8 evals · 5 contexts Dataset Observe Simulate SDK CI/CD EVALUATOR Data Obs Sim SDK Hallucination 96 91 88 94 Factual Accuracy 92 87 90 89 Relevance 98 95 93 97 Toxicity 100 99 100 98 PII Detection 94 82 91 86 Tool Selection 78 73 81 76”futureagi.com · checked Aug 1, 2026 | no public information www.vocera.ai · checked Aug 6, 2026 |
| Red teaming· | Run your agents against realistic multi-turn conversations, edge cases, and adversarial inputs at scale. “Simulate thousands of scenarios, iterate with the Agent IDE, and run structured experiments. 1 Simulations & Scenarios Run your agents against realistic multi-turn conversations, edge cases, and adversarial inputs at scale.”futureagi.com · checked Aug 1, 2026 | Offers adversarial red-teaming that probes agents for jailbreaks, leaks, and off-script behavior. “Adversarial red-teaming Probe for jailbreaks, leaks, and off-script behavior.”www.vocera.ai · checked Sep 9, 2026 |
| Incident reporting· | “Error Feed Surface and triage errors automatically. See exactly where and why your agent failed.”futureagi.com · checked Aug 1, 2026 | no public information www.vocera.ai · checked Aug 6, 2026 |
Practicality
| Field | Future AGI | Cekura (formerly Vocera AI) |
|---|---|---|
| Pricing model· | Free plan available for small teams. Pro starts at $50/month flat - not per seat. “Pricing wise - Free plan available for small teams. Pro starts at $50/month flat - not per seat.”futureagi.com · checked Aug 1, 2026 | no public information www.vocera.ai · checked Aug 6, 2026 |
| Price point· | $50/month flat - not per seat. “Pro starts at $50/month flat - not per seat.”futureagi.com · checked Aug 1, 2026 | no public information www.vocera.ai · checked Aug 6, 2026 |
| Availability· | Try for Free Self-host it “Try for Free Self-host it futureagi.com / agents / support-bot”futureagi.com · checked Aug 1, 2026 | Page offers both a demo booking and a free-trial signup; no release stage or waitlist is stated on the page checked. “Book a Demo Start Free Trial”www.vocera.ai · checked Sep 16, 2026 |
| Deployment options· | Self-host for complete data sovereignty, use the managed cloud, or deploy through AWS Marketplace. “Fully open source. You can inspect how every evaluation, guardrail, and trace works under the hood - no black-box scoring. Self-host for complete data sovereignty, use the managed cloud, or deploy through AWS Marketplace.”futureagi.com · checked Aug 1, 2026 | no public information www.vocera.ai · checked Aug 6, 2026 |
| Integrations· | OpenAI OpenAI Anthropic Anthropic Gemini Gemini AWS Bedrock AWS Bedrock Mistral Mistral Groq Groq Together AI Together AI Ollama Ollama LangChain LangChain LangGraph LangGraph LlamaIndex LlamaIndex CrewAI CrewAI AutoGen AutoGen Haystack Haystack LiteLLM LiteLLM DSPy DSPy VAPI VAPI Retell Retell LiveKit LiveKit Pipecat Pipecat Vercel Vercel Langfuse Langfuse Instructor Instructor Guardrails Guardrails MongoDB MongoDB n8n n8n HuggingFace HuggingFace MCP MCP “All 28 LLM Providers 8 Frameworks 8 Voice 4 Tools 8 No integrations found Can't find what you're looking for? Request integration OpenAI OpenAI Anthropic Anthropic Gemini Gemini AWS Bedrock AWS Bedrock Mistral Mistral Groq Groq Together AI Together AI Ollama Ollama LangChain LangChain LangGraph LangGraph LlamaIndex LlamaIndex CrewAI CrewAI AutoGen AutoGen Haystack Haystack LiteLLM LiteLLM DSPy DSPy VAPI VAPI Retell Retell LiveKit LiveKit Pipecat Pipecat Vercel Vercel Langfuse Langfuse Instructor Instructor Guardrails Guardrails MongoDB MongoDB n8n n8n HuggingFace HuggingFace MCP MCP View all integrations”futureagi.com · checked Aug 1, 2026 | States it integrates with customers' existing tools and platforms. “Cekura integrates with your existing tools and platforms, letting teams scale AI without disrupting workflows.”www.vocera.ai · checked Sep 9, 2026 |
| Supported regions· | Private Cloud Deploy On-Premise “Private Cloud Deploy Full Audit Logging Enterprise Options On-Premise Custom SLAs 24/7 Support Learn about Enterprise Support Channel”futureagi.com · checked Aug 1, 2026 | no public information www.vocera.ai · checked Aug 6, 2026 |
Ecosystem
| Field | Future AGI | Cekura (formerly Vocera AI) |
|---|---|---|
| Protocols supported· | no public information www.vocera.ai · checked Aug 6, 2026 | |
| API access· | no public information www.vocera.ai · checked Aug 6, 2026 | |
| Open source· | Apache 2.0 “Apache 2.0 Open Source Run it on your own infra. The full Future AGI platform — observability, evals, experiments, guardrails — Apache 2.0 licensed.”futureagi.com · checked Aug 1, 2026 | no public information www.vocera.ai · checked Aug 6, 2026 |
| Marketplace presence· | deploy through AWS Marketplace. “Self-host for complete data sovereignty, use the managed cloud, or deploy through AWS Marketplace.”futureagi.com · checked Aug 1, 2026 | no public information www.vocera.ai · checked Aug 18, 2026 |
Impact
| Field | Future AGI | Cekura (formerly Vocera AI) |
|---|---|---|
| User base· | no public information www.vocera.ai · checked Aug 18, 2026 | |
| Target sectors· | “Customer Support Voice Agents Internal Tools RAG & Search Autonomous Agents CUA Coding Agents”futureagi.com · checked Aug 1, 2026 | Healthcare, via a named customer deploying a patient-onboarding agent; no other sector is named on the page checked “Twin Health “ Cekura lets our AI agent deliver precision onboarding at scale. We test every release against thousands of synthetic patients before it ever reaches a real one. ” ”www.vocera.ai · checked Aug 18, 2026 |
| High-risk domains· | “Debt Collection - New | 2026-02-24 18:01:29 | ⏱ 58.00s | CSAT Score: 4/10 | Outbound Completed Scenario Details SCENARIO Debt Collection - New PERSONA Name: Rohan mehta Gender: Male Age Group: 32-40 Location: India Profession: Business owner SITUATION Rohan Mehta is hunched over his desk, staring at spreadsheets. A major client payment is overdue, and he's struggling to figure out how to cover his employees' salaries for the month. His phone rings, and seeing an unknown number, he picks up reluctantly. OUTCOME The agent acknowledged Rohan's stressful situation with an empathetic tone, which successfully de-escalated his initial hostility. After calming down, Rohan explained his cash-flow problem and agreed...”futureagi.com · checked Aug 1, 2026 | Healthcare - the vendor publishes a customer testimonial (Twin Health) describing testing against thousands of synthetic patients “Twin Health “ Cekura lets our AI agent deliver precision onboarding at scale. We test every release against thousands of synthetic patients before it ever reaches a real one. ” ”www.vocera.ai · checked Aug 18, 2026 |
| Market recognition· | no public information futureagi.com · checked Aug 29, 2026 | Named customer case studies/testimonials from Confido Health, Kastle, and Twin Health “Confido Health “ We set up key metrics on Cekura and could easily compare between our old and new stack. Zero regression on key workflows, every node and integration preserved post-migration. ” – Vichar Shroff , Co-founder & CPO Kastle “ Cekura has become a critical part of our development pipeline. Now we don't ship any agents to production without first aggressively testing them on Cekura. ” – Rishi Chowdhary , CEO, Kastle Twin Health “ Cekura lets our AI agent deliver precision onboarding at scale. We test every release against thousands of synthetic patients before it ever reaches a real one. ” ”www.vocera.ai · checked Aug 18, 2026 |
Disclosed by neither
Both Future AGI and Cekura (formerly Vocera AI) 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.
- Deployment scale
- Documented incidents
- Support model
- Safety policy
- Usage restrictions
- Model or system card
- Third-party evaluations
- Data handling
- Insurance available
- Own liability cover
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Outcome-based pricing
- Settlement mechanism
- Asset custody
- Dispute process
- Self-reported performance
- Regulatory status
- Underwriting backing
Questions
- How do Future AGI and Cekura (formerly Vocera AI) compare on market recognition?
- Future AGI: no public information disclosed. Cekura (formerly Vocera AI): Named customer case studies/testimonials from Confido Health, Kastle, and Twin Health.
- How do Future AGI and Cekura (formerly Vocera AI) compare on pricing model?
- Future AGI: Free plan available for small teams. Pro starts at $50/month flat - not per seat.. Cekura (formerly Vocera AI): no public information disclosed.
- How do Future AGI and Cekura (formerly Vocera AI) compare on price point?
- Future AGI: $50/month flat - not per seat.. Cekura (formerly Vocera AI): no public information disclosed.
- How do Future AGI and Cekura (formerly Vocera AI) compare on availability?
- Future AGI: Try for Free Self-host it. Cekura (formerly Vocera AI): Page offers both a demo booking and a free-trial signup; no release stage or waitlist is stated on the page checked..
- How do Future AGI and Cekura (formerly Vocera AI) compare on deployment options?
- Future AGI: Self-host for complete data sovereignty, use the managed cloud, or deploy through AWS Marketplace.. Cekura (formerly Vocera AI): no public information disclosed.
- How do Future AGI and Cekura (formerly Vocera AI) compare on integrations?
- Future AGI: OpenAI OpenAI Anthropic Anthropic Gemini Gemini AWS Bedrock AWS Bedrock Mistral Mistral Groq Groq Together AI Together AI Ollama Ollama LangChain LangChain LangGraph LangGraph LlamaIndex LlamaIndex CrewAI CrewAI AutoGen AutoGen Haystack Haystack LiteLLM LiteLLM DSPy DSPy VAPI VAPI Retell Retell LiveKit LiveKit Pipecat Pipecat Vercel Vercel Langfuse Langfuse Instructor Instructor Guardrails Guardrails MongoDB MongoDB n8n n8n HuggingFace HuggingFace MCP MCP. Cekura (formerly Vocera AI): States it integrates with customers' existing tools and platforms..