Browser-native skill layer for AI ROI

Get more productive use from the AI you already own.

Employees demonstrate a browser workflow. Tracepipe traces it and converts that trace into a reusable AI skill your organization owns, exports, and runs across AI environments with token transparency.

Skill trace
// reconcile_overdue_accounts.skill
{"step": 1, "intent": "Open the overdue-items queue", "action": "navigate", "target": "/reports?range=q3"}
{"step": 2, "intent": "Narrow to accounts pending review", "action": "apply_filter", "target": "Status: overdue"}
{"step": 3, "intent": "Export the reconciliation file", "action": "export_data", "checkpoint": "download.complete"}
Steps traced
23
Est. tokens
18.4k
Export
Owned

It's time to get ROI from your AI.

Enterprises spent an estimated $30–40B on generative AI and most of it sits unused or unscaled. The blocker isn't model quality - it's that nobody has captured how the work is actually done.

5%
of enterprise AI pilots reach measurable P&L impact

MIT Project NANDA, The GenAI Divide, 2025

60%
of companies report no material value from AI investment

BCG, The Widening AI Value Gap, Sept 2025

20–30%
of purchased Copilot seats are used weekly

Gartner, 2026 survey data

3.3%
penetration: 15M paid Copilot seats against 450M+ M365 seats

Microsoft FY26 Q2 earnings, Jan 2026

How it works

Four steps from a browser workflow an employee already performs to a portable skill your organization owns, verifies, and can move between AI environments.

One trace.
A skill for your AI.
An SOP for your team.

Tracepipe writes a standard operating procedure from the same skill your AI runs. Your team edits it in Tracepipe, every save keeps a version, and you choose the version people read.

Skill · for your AI
Lets an AI environment do the work. Exports to the open Agent Skills format.
SOP · for your team
Explains the same work to the people who do it, learn it, or review it.
Standard operating procedure

Reconcile overdue accounts

Purpose

Clear each flagged account in the daily exceptions queue, so its status reads current.

Steps
  1. 01In core banking, open the daily exceptions queue.
  2. 02In the payments portal, find the posted payment that matches the flagged account.
  3. 03In core banking, clear the exception and add a note that names the payment.
  4. 04Close the servicing ticket.
Versions
  • Version 3 · Edited by the branch managerPublished
  • Version 2 · Edited by the servicing lead
  • Version 1 · Generated
  • Available

    Written from your skill

    Make an SOP from a skill in your library. Tracepipe shows the token cost before it writes anything.

  • Available

    Edited in Tracepipe

    Change the title, purpose, scope, prerequisites, and steps in the app. Saving publishes the change.

  • Available

    Every save is a version

    Each version keeps who edited it and when. Earlier versions stay in the history.

  • Coming soon

    You choose what people read

    Publish any version, or withdraw the SOP until it is ready. Owners and admins can delete the versions you no longer need.

  • Coming soon

    PDF or Word

    Download the published SOP as a PDF to hand out, or as a Word file to work on in your own tools.

  • Coming soon

    Straight from a trace

    Make an SOP from a traced session, without a skill first. Or ask for the SOP when you make the skill.

  • Coming soon

    Share by link

    Send the published version to people outside your organization. The link expires, you can revoke it, and readers need no account.

  • Coming soon

    A library for your SOPs

    Browse every SOP in one place, filter by category or published state, or search for one.

  • Coming soon

    Screenshots on each step

    Password and one-time-code fields are covered automatically. A person reviews each image, and can blur more, before it goes in the SOP.

Where it works

59% of credit unions have deployed generative AI - only 5% have scaled it.

Source: Cornerstone Advisors, What's Going On in Banking 2026; Wolf & Company, 2026

59%
Credit unions with genAI deployed
5%
With a scaled, governed program
70%
Community banks with adoption underway
340k
U.S. bank tellers still in seat
reconcile_overdue_accounts.skillExample workflow
  1. 01Core banking

    Open the daily exceptions queue

  2. 02Payments portal

    Match posted payment to the flagged account

  3. 03Core banking

    Clear the exception and add a note

  4. 04Ticketing

    Close the servicing ticket

Checkpoint

Exception count drops and the account status reads current

Account opening, lending origination, and digital-banking administration are browser-delivered and repeatable. Trace what a subject-matter expert already does and turn it into a governed skill the institution owns.

✓

Deposit, servicing, and origination task tracing

✓

Auto-generated SOPs for examiner review

✓

Skills owned by the institution, not a provider

Frequently asked questions

The organization has already paid for AI, but productive use lags. Tracepipe gives IT a practical path from AI access to useful work: employees demonstrate browser workflows they already know, and those traces become reusable skills - without asking engineering to build every workflow.

A skill is a reusable set of instructions created from a traced browser workflow. It captures the steps a subject-matter expert demonstrated, so an AI environment can perform the same work.

An SOP (standard operating procedure) is a written version of a workflow, for the people who do the work. Tracepipe writes it from a skill in your library and shows the token cost first. Your team edits it in Tracepipe, every save keeps a version, and you choose the version people read. Download it as a PDF or a Word file.

Yes. Exported skills belong to your organization. They export to the open Agent Skills format and live outside any single AI provider, so a change in models, policy, or procurement does not erase the work you invested in the library.

Provider recorders are convenient inside one platform and often start from screen capture. Tracepipe traces browser structure, navigation, and application activity, which gives a stronger basis for verification and maintenance - and the resulting skill can travel to other compatible environments.

Traces include DOM and network activity, giving a detailed record of what the employee actually did in the browser - a stronger basis for review than a simple screen recording.

Tracepipe estimates expected token use before a skill is created. That gives IT a budgetable basis for deciding which workflows are worth converting and for scaling the library.

Pick one that repeats often, lives in browser-based systems, can be demonstrated correctly by a subject-matter expert, can be verified from application behavior, avoids sensitive-data or approval complexity, and can be measured in time, completion, errors, or throughput.

Start with one workflow. Scale the library.

Costs stay visible: estimate token use before a skill is created. The skills you export remain yours on every plan.

Free
$0/mo

Full product access, capped volume. No commitment.

  • 120,000 tokens / month
  • Trace a workflow and create a skill
  • Export to the open Agent Skills format
  • Pre-build token estimate on every skill
Trace your first workflow
Most popular
Pro
$25/mo

For individuals and teams running steady volume.

  • 10,400,000 tokens / month
  • Everything in Free, higher volume
  • Token estimates and run history
  • Email support
Start Pro
Enterprise
Custom

For organizations with complex, high-volume deployments.

  • Everything in Pro
  • Volume sized to your workload
  • Dedicated support channel
  • Onboarding and workflow review with our team
Contact sales

Free tier includes full product access - just not unlimited volume.

See what spends tokens

Choose your plan

Move up or down a plan whenever your volume changes.

No plans are available right now.