Twotail-ai

Tagline Brand-provided · 2026-07-10

TwoTail is an “agentic analyst” that goes beyond observability dashboards: it determines why your AI agent performance changes, what to fix, and provides validated, ready-to-ship optimizations by analyzing OpenTelemetry traces, creating business-aligned evals, and running sandbox experiments on real traces.

Description Brand-provided · 2026-07-10

TwoTail AI — AI agent observability + autonomous analytics (evals, trace analysis, offline experimentation) for LLM/agent systems

Also known as Brand-provided · 2026-07-10

['TwoTail']

Mission Brand's website · 2026-10-07

Make it possible to measure AI agents well by identifying the right evaluations, maximizing token ROI, distinguishing correlation from cause, and assigning credit for outcomes to actions.

Founders & leadership Brand's website · 2026-10-07

Timothy Daniell, founder of TwoTail. He has a background in mathematics, statistics, product analytics, AI startups, and data modeling.

Website Brand's website · 2026-10-07

https://twotail.ai

Voice & tone Brand-provided · 2026-07-10

Direct, technical, operator-focused; contrarian vs dashboards (“Your observability tool only tells you what happened. TwoTail figures out why”); outcome- and metric-driven; concise and pragmatic.

Founded Brand's website · 2026-10-07

2025

Problem solved Brand-provided · 2026-07-10

TwoTail is an “agentic analyst” that goes beyond observability dashboards: it determines why your AI agent performance changes, what to fix, and provides validated, ready-to-ship optimizations by analyzing OpenTelemetry traces, creating business-aligned evals, and running sandbox experiments on real traces.

Core capabilities Brand-provided · 2026-07-10

Business-metric-aligned evals & scoring, Failure clustering by intent/segment | TwoTail platform (agentic analyst) with: Battle-Tested Analysis Playbooks; Evals That Matter; Offline Experiments (sandbox replay); Pre-Tested Optimizations; Drift & Cost Watch; Always-On Monitoring; Easy Integration via OpenTelemetry; terminology/segment customization (“Speaks Your Product Language”)

Products / SKUs Brand-provided · 2026-07-10

TwoTail platform (agentic analyst) with: Battle-Tested Analysis Playbooks; Evals That Matter; Offline Experiments (sandbox replay); Pre-Tested Optimizations; Drift & Cost Watch; Always-On Monitoring; Easy Integration via OpenTelemetry; terminology/segment customization (“Speaks Your Product Language”)

Pricing Brand-provided · 2026-07-10

Has a free “Starter” tier for small projects; paid plans exist with limits/details on a separate pricing page (not included in provided content). Demo booking emphasized.

Target industry Brand-provided · 2026-07-10

Teams building and operating production AI agents (support chatbots, voice agents, knowledge assistants, recruiting/marketing agents, document extraction, research agents) who already have or can add OpenTelemetry tracing; likely ML/AI engineers, agent product teams, and engineering leaders who need to maintain quality, reduce cost/latency, and prevent silent regressions without a dedicated data team.

Customer base Brand's website · 2026-10-07

Growth-stage teams shipping AI agents to production. Named customers and case-study participants include Sliq, DarkMatter, Recharge360, and Assembly, as well as a marketing platform, a customer-support chat agent, and a research-assistant startup.

Ideal customer profile Brand-provided · 2026-07-10

Engineering leader (Eng/Platform) at AI-native startup building agents

Use cases Brand-provided · 2026-07-10

Business-metric-aligned evals & scoring, Failure clustering by intent/segment

Customer outcomes Brand's website · 2026-10-07

• Reduced evals from 12 to 2 that predicted editor approval
• Found a 38% versus 82% resolution gap for one support intent
• Reduced per-step model cost by 42% while keeping completion within three percentage points of baseline
• Replaced a third of a founder's time reading summaries with actionable Slack alerts
• Improved confidence in alerts by reducing false positives
• Identified root causes and recommended product or workflow changes
• Established live evaluation suites tied to business metrics

Competitors Brand-provided · 2026-07-10

• langfuse

Differentiation Brand-provided · 2026-07-10

Autonomous, playbook-driven trace analysis that outputs validated fixes aligned to business outcome metrics.

Unique advantage Brand-provided · 2026-07-10

Autonomous, playbook-driven trace analysis that outputs validated fixes aligned to business outcome metrics.