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Agent Compass

Agent Compass

Your AI Agent's Truth Graph to diagnose symptoms

Overview

What it is

World’s first comprehensive evaluation, observability and optimization platform to help enterprises achieve 99% accuracy in AI applications across software and hardware.

Intent

I need it when

Monitor agent performance and trace execution issues across production systems

Future AGI's Monitor module provides end-to-end tracing with 11 span types, 70+ filters, agent graph visualization, custom dashboards, and real-time alerting. Users track latency, token usage, cost, and session data with 30-day retention on free tier, enabling rapid root-cause analysis of production failures.

Identify and fix AI agent hallucinations and errors in real-time

Future AGI's Evaluate and Error Feed modules catch issues automatically. Falcon AI provides AI-powered error analysis with clustering and pattern detection. Users see exactly what breaks, why it breaks, and get actionable recommendations to fix repetitive responses, factuality failures, and instruction adherence problems.

Test and validate AI agents at scale before production deployment

Future AGI's Simulations module enables text and voice agent testing with 28+ pre-built personas and custom scenarios. Users can generate synthetic data, run 200+ short test runs monthly on free tier, and compare agent performance across multiple conditions before shipping to production.

Manage LLM costs and route requests across multiple providers with failover

Future AGI's Command Center (AI gateway) routes requests across 15+ LLM providers with 9 load-balancing strategies and auto-failover. Exact and semantic caching across 6 backends reduces costs. Users set budgets, rate limits, and virtual keys to control spending without surprise bills.

Build and iterate on agent prompts and datasets with version control and experimentation

Future AGI's Agent IDE and Datasets modules provide prompt versioning, labels, folders, and unlimited experiments for multi-model comparison. Users manage 14 column types, import from CSV/PDF/HuggingFace, and run BYOK model calls at $0 platform cost, enabling rapid iteration without vendor lock-in.

Drop

Not a fit when

  • User needs a simple, fixed-price SaaS without usage-based billing complexity or spending caps
  • Organization requires on-premises deployment only and cannot use cloud-hosted observability platform
  • Team needs real-time agent monitoring without simulation, evaluation, or optimization capabilities
  • User operates exclusively with proprietary LLMs not supported by Future AGI's 15+ provider integrations
  • Organization requires per-seat licensing model rather than unlimited team members on single account
Commercials

Pricing

Freemium with usage-based pay-as-you-go pricing. Free tier includes 50 GB storage, 2K AI credits, 100K gateway requests, 1M text simulation tokens, and 60 minutes voice simulation monthly. Paid tiers start at $2/GB for storage overage, $10/1K AI credits, $5/100K gateway requests, $2/1M text tokens, $0.08/minute voice. Optional add-ons: Boost ($250/mo), Scale ($750/mo), Enterprise ($2,000/mo). View pricing