💰 AgentLedger — AI Agent Spend & ROI Dashboard for Non-Technical Founders

💰 AgentLedger — AI Agent Spend & ROI Dashboard for Non-Technical Founders

The Problem (with evidence)

Non-technical founders deploying AI agents are flying blind:

The "AI tool sprawl" problem:

• Average org spent $1.2M on AI-native apps in 2025 — 108% increase YoY
• SMBs subscribe to multiple AI tools but only use a fraction consistently
• Credit-based pricing (Lindy, Make, Relay, Gumloop) makes costs unpredictable
• No single dashboard shows total AI spend across all platforms

The "what are my agents doing?" problem:

• Non-technical founders deploy agents via no-code tools but can't verify they're working correctly
• Agents run 24/7 but success rate is opaque — is my customer service bot actually resolving tickets or just responding?
• Token costs spike unpredictably — one misconfigured agent can burn through $500 overnight

The "AI overwhelm" problem:

• Businesses subscribing to too many AI tools and "getting less done"
• Decision fatigue over which tools to use and which to cancel
• Need a "Wirecutter" recommendation + spend tracking in one place

Reddit evidence:

"Is anyone else drowning in AI tools but actually getting less done? I have subscriptions to 7 different AI tools and I honestly use maybe 2 consistently." — r/AiForSmallBusiness (300+ upvotes, March 2026)

"Small businesses are being sold AI tools they don't need. I see founders paying $500/mo across 5-6 AI subscriptions when they could achieve 90% of the value with just ChatGPT and one automation tool." — r/AiForSmallBusiness (400+ upvotes)

"Unpopular opinion: most small business owners are using AI wrong. They're generating MORE content when they should be REMOVING FRICTION." — r/AiForSmallBusiness (250+ upvotes)

"How are small businesses using AI tools without spending a fortune? I feel like I'm constantly chasing the next tool." — r/smallbusinesssupport