Alternatives to Carrot Labs

SentiSum is CX intelligence software that reads every customer conversation and prices each failure in dollars.

MindsHub pairs AI agents with a one-key model router and org-level spend controls for your team's AI

AI-native voice of customer platform: Lyra AI turns multi-channel feedback into answers your teams and AI agents can act on.

EDITED is retail intelligence software for trend, assortment, and pricing decisions — built for buyers, merchandisers, and pricing teams.

Agentic FP&A platform with AI agents and Trace to Truth auditing that syncs governed numbers into Excel, Sheets, Slack and Teams.

AI-first revenue platform that prices every hotel room every hour across a multi-property portfolio.

AI contact center intelligence that captures and audits 100% of calls, chats, and tickets.

Opik by Comet turns LLM traces into root-cause groupings, eval scores and code fixes so agent teams stop shipping the same bug twice

LLM evaluation, observability, and red teaming in one workspace — ship AI you can actually trust

Chord turns Shopify commerce data into agent actions — plain-language answers, ad spend optimization, and campaign execution without SQL or

ToolSpend tracks AI API spend across OpenAI, Anthropic, Google AI, Bedrock and Azure in one live cost dashboard.

Superintelligent runs live cohort-based executive AI and agent training that ends in a working agent team, not a certificate

Open source AI analytics where every Metabot answer links back to the query that produced it.

Clootrack turns voice-of-customer data into AI agents that each target a named business metric.

Medallia is enterprise experience management software that turns customer, employee, and contact center feedback into AI-driven action.

Querio delivers governed natural-language analytics where every answer ships with inspectable SQL and Python in a git repo you own.

Qualtrics XM is an enterprise experience management platform turning customer and employee feedback into AI-predicted, automated action.

Weights & Biases tracks ML experiments and traces LLM apps so teams ship AI models faster

PostHog is product analytics with session replay, feature flags, error tracking, and a context warehouse for you and your AI agents.

Qualtrics turns experience management into a system of decision — simulate, predict, and act on customer and employee signals.

Unifies marketing and sales data into one auditable buyer journey, then attributes pipeline back to the touchpoints that moved it.

Hex is an AI analytics platform where your team asks questions, explores data in SQL and Python notebooks, and publishes governed data apps.

Anaplan AI adds role-based planning agents to connected planning for finance, sales, supply chain, and workforce teams

Salesforce's AI layer — Agentforce agents running on your live Customer 360 records.

Pecan AI turns plain-English business questions into validated churn, LTV, and demand forecasts — no data science team required.

Mode is a code-first business intelligence platform uniting SQL, Python, and R analytics with governed self-service dashboards.

Agentic B2B attribution that traces every marketing number back to the contacts, companies, and deals behind revenue.

Navos Agent is a multi-agent AI advertising intelligence workspace for TikTok, Meta, and GMV MAX campaign planning, creative testing, and

Microsoft Power BI turns governed data into interactive dashboards and Copilot-driven business intelligence.

Open-source agent observability that auto-captures every LLM and tool call and flags failures you never wrote a detector for.