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.
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
- 60%
- of companies report no material value from AI investment
- 20–30%
- of purchased Copilot seats are used weekly
- 3.3%
- penetration: 15M paid Copilot seats against 450M+ M365 seats
MIT Project NANDA, The GenAI Divide, 2025
BCG, The Widening AI Value Gap, Sept 2025
Gartner, 2026 survey data
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
- 01Core banking
Open the daily exceptions queue
- 02Payments portal
Match posted payment to the flagged account
- 03Core banking
Clear the exception and add a note
- 04Ticketing
Close the servicing ticket
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.
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
For individuals and teams running steady volume.
- Everything in Free, higher volume
- Unlimited skills in your library
- Token estimates and run history
- Email support
For organizations with complex, high-volume deployments.
- Everything in Pro, enterprise volume
- Shared skill library with ownership
- Organization-level skill management
- Dedicated support channel
Free tier includes full product access - just not unlimited volume.