vendor · Observability
Future AGI vs KeywordsAI
45 fields both were evaluated on, 30 of them different — including where one discloses something the other does not. Every value links to the document it came from.
Assurance
| Field | Future AGI | KeywordsAI |
|---|---|---|
| Insurance available | no public information futureagi.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Insurance carriers | no public information futureagi.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Coverage limits | no public information futureagi.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Indemnification | no public information futureagi.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Liability cap | no public information futureagi.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Audit trail· | Full audit trail “Full audit trail AI Copilot · 3 Teams 24k actions · 0 leaks”futureagi.com · checked Aug 1, 2026 | Every LLM call, tool run, retrieval, and agent turn becomes a span in one trace “Every LLM call, tool run, retrieval, and agent turn becomes a span in one trace”www.keywordsai.co · checked Aug 1, 2026 |
| Tamper-evident log· | no public information www.keywordsai.co · checked Aug 1, 2026 | |
| Explainability· | Know why. Fix it. Ship smarter every time. “Know why. Fix it. Ship smarter every time.”futureagi.com · checked Aug 1, 2026 | Any span, down to the last field Model, latency, cost, tokens, and the exact input and output sit on every span “Any span, down to the last field Model, latency, cost, tokens, and the exact input and output sit on every span”www.keywordsai.co · checked Aug 1, 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) “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 | Set budgets and rate limits per key, per customer, or org-wide, get warned as you near them, and block requests before spend runs away. “Set budgets and rate limits per key, per customer, or org-wide, get warned as you near them, and block requests before spend runs away.”www.keywordsai.co · checked Aug 1, 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 | Set budgets and rate limits per key, per customer, or org-wide “Set budgets and rate limits per key, per customer, or org-wide”www.keywordsai.co · checked Aug 1, 2026 |
| Compliance certifications· | no public information www.keywordsai.co · checked Aug 1, 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. “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 | Operated under GDPR, the world's strictest standard for data privacy. “Operated under GDPR, the world's strictest standard for data privacy.”www.keywordsai.co · checked Aug 1, 2026 |
| Outcome-based pricing | no public information futureagi.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Settlement mechanism | no public information futureagi.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Dispute process | no public information futureagi.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| SLA terms· | Custom SLAs 24/7 Support “Enterprise Options On-Premise Custom SLAs 24/7 Support”futureagi.com · checked Aug 1, 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 “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 | Score every output against the bar you set, so you know it holds up on a test set and in production “Score every output against the bar you set, so you know it holds up on a test set and in production”www.keywordsai.co · checked Aug 1, 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 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Regulatory status | no public information futureagi.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Underwriting backing | no public information futureagi.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Client types· | From ambitious startups to global enterprises, teams trust Future AGI to ship AI agents confidently. “From ambitious startups to global enterprises, teams trust Future AGI to ship AI agents confidently.”futureagi.com · checked Aug 1, 2026 | world-class founders, engineers, and product teams “Loved by world-class founders, engineers, and product teams.”www.keywordsai.co · checked Aug 1, 2026 |
Safety
| Field | Future AGI | KeywordsAI |
|---|---|---|
| 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 “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.keywordsai.co · checked Aug 1, 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 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Safety policy | no public information futureagi.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Usage restrictions· | I can't help with that request. I'm designed to assist with product questions. How can I help you today? “BLOCKED - Prompt injection detected confidence: 99.2% latency: 12ms action: reject agent (safe response) I can't help with that request. I'm designed to assist with product questions. How can I help you today?”futureagi.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Model or system card | no public information futureagi.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Incident reporting· | Error Feed Surface and triage errors automatically. See exactly where and why your agent failed. “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.keywordsai.co · checked Aug 1, 2026 |
| Third-party evaluations | no public information futureagi.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Data handling | no public information futureagi.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
Practicality
| Field | Future AGI | KeywordsAI |
|---|---|---|
| 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 | |
| Price point· | $50/month flat - not per seat. “Pro starts at $50/month flat - not per seat.”futureagi.com · checked Aug 1, 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 | |
| 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 | Point the SDK you already use at one endpoint “Point the SDK you already use at one endpoint”www.keywordsai.co · checked Aug 1, 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 | Works with your entire stack Use Respan with your favorite frameworks and tools. “Works with your entire stack Use Respan with your favorite frameworks and tools.”www.keywordsai.co · checked Aug 1, 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 | Operated under GDPR, the world's strictest standard for data privacy. “Operated under GDPR, the world's strictest standard for data privacy.”www.keywordsai.co · checked Aug 1, 2026 |
| Support model | no public information futureagi.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
Ecosystem
| Field | Future AGI | KeywordsAI |
|---|---|---|
| Protocols supported· | ||
| API access· | ||
| 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.keywordsai.co · checked Aug 1, 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.keywordsai.co · checked Aug 1, 2026 |
Impact
| Field | Future AGI | KeywordsAI |
|---|---|---|
| User base· | 986 stars · 191 forks · 179 open issues “986 stars · 191 forks · 179 open issues”futureagi.com · checked Aug 1, 2026 | 80 trillion+ tokens “The AI observability platform behind 80 trillion+ tokens.”www.keywordsai.co · checked Aug 1, 2026 |
| Deployment scale· | no public information futureagi.com · checked Aug 1, 2026 | 80 trillion+ tokens “The AI observability platform behind 80 trillion+ tokens.”www.keywordsai.co · checked Aug 1, 2026 |
| Target sectors· | Customer Support Voice Agents Internal Tools RAG & Search Autonomous Agents CUA Coding Agents “Customer Support Voice Agents Internal Tools RAG & Search Autonomous Agents CUA Coding Agents”futureagi.com · checked Aug 1, 2026 | enterprise and healthcare teams “Built to meet the security and privacy standards that enterprise and healthcare teams require.”www.keywordsai.co · checked Aug 1, 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... “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 | enterprise and healthcare teams “Built to meet the security and privacy standards that enterprise and healthcare teams require.”www.keywordsai.co · checked Aug 1, 2026 |
| Documented incidents· | Error Feed 23 unresolved All (23) Hallucination Tool Error PII Compliance CRITICAL Hallucinated refund policy ×47 agent.billing.respond() · 12 users · last seen 2m ago Trace · 4 steps · 234ms evt_8f2a input "What's your refund policy?" 0ms rag 3 documents retrieved 45ms llm "Full refund guaranteed within 90 days" 180ms ↳ NOT IN KNOWLEDGE BASE - hallucinated claim guard BLOCKED · hallucination detected 9ms HIGH Wrong tool selected for routing ×23 MEDIUM PII leaked in support response ×11 LOW Incomplete onboarding response ×8 “Error Feed 23 unresolved All (23) Hallucination Tool Error PII Compliance CRITICAL Hallucinated refund policy ×47 agent.billing.respond() · 12 users · last seen 2m ago Trace · 4 steps · 234ms evt_8f2a input "What's your refund policy?" 0ms rag 3 documents retrieved 45ms llm "Full refund guaranteed within 90 days" 180ms ↳ NOT IN KNOWLEDGE BASE - hallucinated claim guard BLOCKED · hallucination detected 9ms HIGH Wrong tool selected for routing ×23 MEDIUM PII leaked in support response ×11 LOW Incomplete onboarding response ×8”futureagi.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |