AI Observly
AI Observly Feature

Find out which features are actually worth building

AI Observly breaks LLM spend down by feature, not just by customer — so you can see which parts of your product are profitable, and which ones are quietly draining your AI budget.

Feature Cost Breakdown
AI Summary$420
Chat Assistant$310
Auto-Tagging$205
Smart Search$115

Feature-Level Cost Breakdown

See exactly how much every AI feature costs to run — per call, per day, per month — broken out from your total provider bill automatically.

ROI Scorecard per Feature

Pair cost with usage and revenue impact so you can see, feature by feature, what's paying for itself and what isn't.

Usage-vs-Cost Correlation

Spot the features where usage is climbing but cost is climbing faster — the earliest warning sign of a feature that needs re-pricing or re-engineering.

AI Observly — Dashboard
FeatureCallsAI Cost% Total
AI Summary12,400$42037%
Chat Assistant8,200$31027%
Auto-Tagging18,900$20518%
Smart Search6,100$11510%
Report Gen900$908%

Every AI-powered feature in your product, ranked by what it actually costs you.

Stop subsidizing features nobody pays for

Not every AI feature earns its keep. AI Observly shows you which ones are driving real usage and revenue, and which are burning tokens for a feature customers barely touch.

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Feature Cost Ranking

AI Summary$420
Chat Assistant$310
Auto-Tagging$205
Smart Search$115

Prioritize your roadmap with real cost data

“Should we build this?” gets a lot easier to answer when you know what your existing AI features actually cost to run at scale. Use real per-feature cost history instead of a guess when scoping the next one.

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Roadmap + Cost

AI Summary v2

planned

~$180/mo est.

Smart Replies

in progress

$95/mo current

Auto-Report

shipped

$90/mo actual

See the full picture — tokens, calls, and dollars

Token counts and call volume tell you what's happening. Dollars tell you if it matters. AI Observly shows both side by side, per feature, so nothing gets lost in translation between engineering and the P&L.

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AI Summary — Last 30 days

12.4k

Token calls

8.2M

Total tokens

$420

AI Cost

One lightweight endpoint, no rebuild required

Tag usage by feature the same simple way you already tag it by customer — one fire-and-forget usage report, no proxy, no stored provider keys, live in minutes.

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How it works

Your App
direct
LLM Provider
usage report only
AI Observly

Built for

Who uses this?

Know which features are actually growing the business

You shipped the AI feature to drive growth. AI Observly tells you whether it's driving growth profitably.

AI Observly for Founders

Frequently asked questions

What does "per-feature margin" mean for an AI product?

Do I have to tag every API call manually?

How is this different from a general LLM observability tool?

Can I see feature cost trends over time?

Know which features are actually paying for themselves

Feature-level AI cost and ROI, without the spreadsheet.

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