Jents · See what your AI is actually worth

The problem

AI is spreading through every company. Nobody can say what it's worth.

Agents, copilots, skills and AI apps, across multiple vendors and teams. The spend is significant every month. What changed because of it is a shrug.

01 · Agents

Which agent actually moved the needle?

While dozens are running - which one changed a real business metric, by how much, and where?

02 · People

Did our people actually get more done?

Employees across every team use AI daily. Whether their throughput improved, and by how much, nobody can say.

03 · The company

So do we invest more, or change direction?

No single view of every AI initiative, its adoption, cost and return. Without it there's no defensible call to double down, cut, or redirect.

When you hire an employee, you give them a title, a salary, and goals, then track their results. Jents gives you the same for your AI workforce, at scale.

The value

Jents sits at the intersection of enterprise strategy and AI execution, making sure your AI initiatives deliver what you brought them in for.

Gain control and visibility

Every agent, every person, every dollar and every outcome in one place.

Drive AI efficiency and cut waste

Find what is working, what is idle and what is quietly burning budget, then move the spend to where it actually returns.

Make data driven business decisions

Invest more, cut, or change direction based on measured impact.

The real question

Everyone can tell you what AI costs.
Almost nobody can tell you what it's worth.

Your AI bill grows every month. Your proof of value doesn't. Dashboards stop at spend, the easy half. What decides whether AI keeps its funding is what it returned. That's the half Jents was built for.

For the CFO

A return number you can actually trust, tied to real business outcomes with the calculation behind it. Stop funding AI on faith.

For the CTO & Head of AI

Defend the budget you have and win the next one, with dollarized proof for every agent instead of a gut feeling.

Three layers · one control system

Layer 01 · Hub

Know and control everything AI that runs

One live inventory across all vendors, online or CLI.

RecordOwnerCost 30dWhat moved

✦Test WriterClaude Code skill: test-writerMaya Chen36k tok↓54% Time writing tests

✦Refactor HelperClaude Code skill: refactor-helperMaya Chen22k tok↓21% Refactor time

✦Pr ReviewClaude Code skill: pr-reviewMaya Chen51k tok↓60% Review time per PR

▣Recruiting ScreenerScreens inbound applicantsgia.russo@acme$173.38↓43% Screening time

▣Meeting NotetakerJoins calls, captures decisionsOmar Said$185.24↑3% Action items captured

Layer 02 · Observability

Know exactly what every agent costs

Unified multi-vendor cost and usage per agent, user, and team. Real-time alerts on spikes before the bill surprise, spend forecasts, and full per-agent drilldowns.

Jents Observability, cost, usage and forecast per agent

Layer 03 · ROI · the product

Know what your AI actually delivers.

For example

Your support agent resolved 1,200 tickets this month. Jents shows its cost per ticket against your human baseline, the metrics it moved, and the dollarized bottom line: what it saved and whether it's hitting the KPI it was built for.

Connects to 20+ business systems to track the actual metrics each agent moves.
Jents suggests which metrics to track per agent, then measures them against cost and goals over time.
Every agent gets an ROI profile: cost per outcome, improvement against baseline, dollarized impact, and the calculation behind it.
The ROI dashboard: best and worst performers, ROI against spend, and progress on company goals.

One view for the CTO who explains the spend, and the CFO who questions it.

✦Code ReviewerAgent ROI profile

The math

Bugs caught pre-merge

bugs · before vs. since launch

Before250

Now650

Why this agent gets the credit: the 160% increase is explained by this work: the agent flagged unbounded retries, null-check gaps, timing attacks and unsafe migrations, across the majority of the 203 successful reviews.

Extra outcomes+400

Engineering time to fix one in production2h

× Engineer cost per hour$90

× worth each$180

Dollar value$72k

Build a chart

Change anything on the right, or ask for a change below. Type @ to name a person, agent or team.

describe the chart you want|

1 What is this about?

PersonTeamAgentSkillTool

2 What to measure?

AdoptionUsageCostImpact & ROI

ROI net (returned less cost) ⌄

3 Show it as

BarsPieTable

ROI net (returned less cost) by agent

Last 30 days

$430.8k

Customer Success Bot$98.6k

Code Reviewer$71.6k

Insights Analyst$69.8k

Support Copilot$53.5k

Marketing Writer$35.9k

Recruiting Screener$24.9k

Claude Code$24.4k

Test Writer$11.7k

Refactor Helper$4.7k

Why now

The hype wave is breaking.

AI spend is growing every month, and employees are already hooked. Token prices can rise at any time, and you're not in control of what you're paying for.

Companies are moving from "adopt everything" to "prove it's worth it", and boards and CFOs are starting to demand answers.

Every existing tool answers this for tech people only. Nobody connects AI activity to the business metrics the org actually cares about.

Who it's for

Built for the entire org, not just tech people.

CTO / CIO / Tech leader

Defend the AI budget with data

The gap

The CFO and board keep asking "what are we getting for this?", and there's no defensible answer.

With Jents

Every AI dollar tied to a team, agent, and outcome, with ROI you can put in front of finance. Defend this budget, win the next, with data.

Head of AI

Govern and prove the program

The gap

Agents multiply across teams and vendors, shadow AI, duplicated work, and no way to prove the AI program is working without becoming the bad cop.

With Jents

One control layer to govern what goes live, drive adoption across the org, and show the impact of every initiative you own.

COO / Business leader

See impact without the jargon

The gap

Support, sales, and ops run AI initiatives, but every control tool is built for engineers. The business side flies blind on whether AI actually improves operations.

With Jents

See the business impact of every AI initiative in your departments, no technical skills needed. Track the KPIs you own against the AI brought in to move them.

Why not the tools you already have?

Observability tells you what you spent. It can't tell you what you got.

vs. Vendor dashboards

OpenAI and Anthropic consoles are single-vendor, usage numbers only.

✦ Jents is cross-vendor, and connects usage to business impact.

vs. LLM observability

Datadog, LangSmith, Langfuse are built for engineers, they trace tokens and costs, and stop there.

✦ Jents is built for the whole org, and adds the layer they all miss: what the spend actually delivered.

vs. Build-it-yourself

Spreadsheets are manual, instantly stale, with no attribution, they break at scale.

✦ Jents is automatic from day one.

"We already have observability."

Observability tells you what you spent. It can't tell you what you got. Jents includes cost observability, and adds the ROI layer on top.

"We don't have capacity for another tool."

Jents works for you, not the other way around: auto-inventory, auto-documentation, AI-suggested metrics. Value from day one, without a rollout project.

See what your AI is actually worth.

AI is spreading through every company. Nobody can say what it's worth.

Which agent actually moved the needle?

Did our people actually get more done?

So do we invest more, or change direction?

Gain control and visibility

Drive AI efficiency and cut waste

Make data driven business decisions

Everyone can tell you what AI costs.
Almost nobody can tell you what it's worth.

Jents is the AI ROI control system.

Know and control everything AI that runs

Know exactly what every agent costs

Know what your AI actually delivers.

The hype wave is breaking.

Built for the entire org, not just tech people.

Defend the AI budget with data

Govern and prove the program

See impact without the jargon

Observability tells you what you spent. It can't tell you what you got.

vs. Vendor dashboards

vs. LLM observability

vs. Build-it-yourself

SOC 2 infrastructure

Your records stay yours

Nothing stored

Bring order and clarity to your AI chaos.

AI is spreading through every company. Nobody can say what it's worth.

Which agent actually moved the needle?

Did our people actually get more done?

So do we invest more, or change direction?

Gain control and visibility

Drive AI efficiency and cut waste

Make data driven business decisions

Everyone can tell you what AI costs.Almost nobody can tell you what it's worth.

Jents is the AI ROI control system.

Know and control everything AI that runs

Know exactly what every agent costs

Know what your AI actually delivers.

The hype wave is breaking.

Built for the entire org, not just tech people.

Defend the AI budget with data

Govern and prove the program

See impact without the jargon

Observability tells you what you spent. It can't tell you what you got.

vs. Vendor dashboards

vs. LLM observability

vs. Build-it-yourself

SOC 2 infrastructure

Your records stay yours

Nothing stored

Bring order and clarity to your AI chaos.

Everyone can tell you what AI costs.
Almost nobody can tell you what it's worth.