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 plus application-level skill evidence.

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.

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 - with examiner-ready documentation as a by-product.

✓

Deposit, servicing, and origination task tracing

✓

Auto-generated SOPs for examiner review

✓

Skills owned by the institution, not a provider

✓

NCUA-aligned AI governance evidence

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 and application checkpoints created from a traced browser workflow. It captures the steps a subject-matter expert demonstrated, so an AI environment can perform the same work and you can verify the result.

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, and generated skills include application checkpoints. That produces specific evidence a workflow reached the expected result, and clearer signals when an application changes underneath it.

Tracepipe estimates expected token use before a skill is created and reports cost per run. 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, and see what each run costs after. The skills you export remain yours on every plan.

Free
$0/forever

Full product access, capped volume. No commitment.

  • 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
$20/month

For individuals and teams running steady volume.

  • Everything in Free, higher volume
  • Unlimited skills in your library
  • Token estimates and run history
  • Email support
Start Pro
Enterprise
Custom

For organizations with complex, high-volume deployments.

  • Everything in Pro, enterprise volume
  • Shared skill library with ownership
  • Organization-level skill management
  • Dedicated support channel
Contact sales

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