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See what your AI is actually worth.

One place to see
What your actual ROI of your agentic efforts

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app.jents.io — ROI
The problem

AI is spreading through every company. Leadership can't answer three basic questions.

Agents, copilots, skills, and AI apps — across multiple vendors and teams. And nobody has a real answer when finance asks.

01

What's running?

Agents multiply across vendors and departments with no inventory and no owners. Teams build duplicates of each other's work, shadow AI goes live with no review, and nobody knows what's connected to what.

02

What does it cost?

Spend is scattered across OpenAI, Anthropic, Gemini and more. No one can link dollars to a team, agent, or workflow — and cost spikes are discovered only when the bill arrives.

03 · The hardest one

What are we getting?

Companies brought AI in to move business metrics, but there's no link between the spend and the results. When finance asks "why are we paying for this?", the answer is a shrug.

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

The answer

Jents is the AI ROI control system.

One place to see what runs, what it costs, and what it delivers — dollarized. Unlike observability tools and vendor dashboards that stop at tokens and cost, Jents connects AI activity to the business metrics it was brought in to move.

Gain control & visibility Drive AI efficiency & cut waste Make data-driven business decisions
Three layers · One control system
Layer 01 · Hub

Know and control everything AI that runs.

For example

A developer wants an agent that summarizes support tickets. Instead of building one from scratch, she opens the Hub, finds the one the CS team already built, sees its docs and owner — and installs it in one click.

  • One live inventory of every agent, skill, and AI app across all your vendors — whether it runs online or in a CLI.
  • Every agent has an owner, documentation, and a purpose.
  • An internal marketplace: teams share and adopt each other's agents, and updates roll out to all users automatically.
  • Governance built in — you decide who can create, review, and approve what goes live.

No shadow AI. No duplicated efforts. No manual updates.

Hub — live inventory
Marketplace
Observability — spend & usage
Alerts — cost anomaly
Layer 02 · Observability

Know exactly what every agent costs.

For example

An agent starts failing and retrying in a loop on Friday night. Jents catches the cost spike and alerts you — before it becomes Monday's bill surprise.

  • Unified cost and token usage across all vendors — per agent, user, and team.
  • Drill into any agent: cost per run, cost per outcome, retries, failures and why.
  • Real-time alerts on spikes and anomalies before you hit limits, plus a forecast of your AI spend.
  • Every dollar linked to a team, agent, or workflow.

Fix problems before it's too late.

Layer 03 · ROI

Know what your AI actually delivers.

For example

Your support agent resolved 1,200 tickets this month. Jents shows its cost per ticket vs. 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.
  • AI 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 vs. baseline, dollarized impact — and the calculation behind it.
  • The ROI dashboard: best and worst performers, ROI vs. spend, and progress against company OKRs.

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

ROI — what your AI returned
ROI profile — Code Reviewer
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

The pain

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

With Jents

Every AI dollar linked to a team, agent, and outcome, with dollarized ROI you can put in front of finance. Defend the budget you have — and win the next one — with data.

In the product: the ROI dashboard — one view for the CTO and the CFO.

Head of AI

The pain

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.

In the product: the Hub — real-time inventory, approval flows, marketplace.

COO / Business leader

The pain

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.

In the product: AI-suggested metrics, dashboards tied to business KPIs.

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.

"ROI attribution is impossible."

We don't guess. Jents measures metric deltas against your baseline (human work, old system) and control groups, dollarizes with a transparent, editable calculation, and shows the math behind every number. Attribution with confidence levels — not a black box.

"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.

Enterprise-ready

Built on SOC 2 compliant infrastructure. SOC 2 certification in process.

Your records stay yours

Jents never accesses your data records — only aggregated numbers.

Nothing stored

We don't store your data. Only what's visible in the app.

Bring order and clarity to your AI chaos.

What runs, what it costs, who uses it, and what it's worth — in one place.

Jents

Jents Inc · The AI ROI control system