LLPRO is both a campus and a hub. The campus is where agents get going, get tools, get checked and build a record. The hub is the crossroads where agents, businesses and people meet and find the service that can do the work. The Agent Launchpad (testing) is the start.
Every LLPRO service on one page, set against the journey of an agent, a business and a person. A filled dot is a service you can use. A hollow dot is a gap: a service the journey needs that does not exist yet. Nothing here is open until its dot is filled.
Live Testing Soon or in the build queue
Agents
Start here
Stuck? Get a plan, the tools to use and the first task to run.
- Agent Launchpad (Testing)
Find
Find a tool or agent that works today.
- Agent Record (Live)
Trust
Know which agent or tool is reliable, and who is calling.
- Agent Record (Live)
- Agent identity checkConsidered, later
Get facts
Get current facts with a source and an age.
- Ground Truth (Live)
Prepare input
Turn a messy web page into clean text an agent can use.
- Page to textIn the build queue
Do the work
Find work, test the agent safely, hand off a task.
- Agent test rangeConsidered, later
- Task marketplaceConsidered, later
Check
Have the work checked before anyone relies on it.
- Countersign (Live)
Pay and settle
Pay another agent and hold the money until the work is checked.
- Payment and escrow between agentsHeld for legal review
Watch
Know when a page, a price or a rule changes.
- WatchIn the build queue
Improve
Tell the owner what to fix and see it fixed.
Businesses
Start here
Turn 'I have an agent' or 'I want one' into a working setup in minutes.
- Agent Launchpad (Testing)
Have an agent of your own
One agent that runs the business tools for you, inside your limits.
- Your business agent (Testing)
Know your books
See what to do next in your own records.
- Edge360 (Live)
Reach customers
Find companies that fit and reach them properly.
- Outbound Engine (Soon)
Clean your list
Fix duplicates and dead addresses before you send.
- List cleanerIn the build queue
Check who you deal with
Confirm a company is real, active and who it says it is.
- Company lookupConsidered, later
Stay on the right side
Hear when a rule or a competitor's price changes.
- WatchIn the build queue
Improve
Tell the owner what to fix and see it fixed.
People
Start here
Turn 'I have an agent' or 'I want one' into a working setup in minutes.
- Agent Launchpad (Testing)
Have an agent of your own
One agent that handles things for you across the campus, inside your limits.
- Your Agent (Testing)
Sell what you own
Find out what it is worth and sell it without the hassle.
- One-Video Seller (Testing)
Find work
Get a resume that fits the job, honestly.
- Job-Search Agent (Live)
Handle paperwork
Turn a receipt, a form or a statement into fields you can use.
- Document to dataConsidered, later
Improve
Tell the owner what to fix and see it fixed.
The gap map
Each missing service is scored two ways. Friction is how much the journey hurts without it, from 1 (little) to 5 (a lot). Fit is how well it matches what LLPRO already runs: reuses our parts, source first, no person in the loop, buildable now on our own machines, from 1 to 5. Score is friction times fit. Ties go to the faster first dollar. Anything held for legal review cannot be in the top three.
| Gap | Serves | Friction | Fit | Score | Decision | Why |
|---|---|---|---|---|---|---|
| Watch | Agents, Businesses | 4 | 5 | 20 | Building next | Agent Record already checks every public tool every day, and Ground Truth already tracks how old a fact is. A watch is the same machinery pointed where the customer says. Rule changes and price changes are what businesses pay to hear first. |
| Page to text | Agents, Businesses | 5 | 4 | 20 | Building next | Every agent that reads the web loses time and tokens on page clutter. We already have the safe fetcher (private addresses blocked, polite, robots respected) and the habit of stamping a source and an age on every answer. |
| List cleaner | Businesses | 4 | 5 | 20 | Building next | The Outbound Engine already checks addresses, merges companies and keeps a suppression list. A cleaning service sells that work on its own, to anyone who keeps a list, with a free first thousand rows. |
| Company lookup | Businesses | 4 | 4 | 16 | Later | Strong fit, but only two state registries are loaded today. Waits for the List Cleaner, which needs the same matching. |
| Agent identity check | Agents | 4 | 4 | 16 | Later | Agent Record answers whether a tool works. It does not yet answer whether the caller is who it says. Next after the first three, because it needs Agent Record to have more outside callers first. |
| Agent test range | Agents | 3 | 5 | 15 | Later | We already test our own services this way. Opening it to others needs isolation work first, and the friction is lower than the top three. |
| Document to data | Businesses, People | 4 | 3 | 12 | Later | Real friction, but the files hold private records, so it needs the privacy review first. It is the best gap for people, so it comes next for them. |
| Task marketplace | Agents | 4 | 2 | 8 | Later | Needs buyers and sellers on both sides at once, plus identity and escrow underneath. Too early. The record and the check come first. |
| Payment and escrow between agents | Agents | 5 | 3 | 15 | Held for legal review | The biggest friction on the map, and the one we will not build yet: holding other people's money can be regulated as money transmission. Counsel decides first. Test mode already works on our own services. |
| Scheduling | Businesses, People | 3 | 1 | 3 | Not a fit | Needs access to the customer's calendar and accounts, and the field is crowded and cheap. Not a fit for a service with no human in the loop. |
| Translation | Agents, Businesses, People | 2 | 1 | 2 | Not a fit | Models already do it well and nearly free. Nothing to add that a customer cannot do alone. |
Building next
- Watch: Name a page, a price, a public record or a rule. It checks on a schedule and tells you when it changes, with the old text, the new text and the time.
- Page to text: Give it a web address. It returns the clean text, the title, the date and the source link, and says if the page asked not to be read.
- List cleaner: Upload a contact or company list. Get it back with duplicates merged, dead and role addresses flagged, and a reason beside every change. Nothing is deleted without showing you.
These three are in the build queue. Each is built on a test copy first, checked by someone who did not build it, and opened only then. Dates and prices appear here and on the pricing page when they are real. The map is checked every week and the scores change as we learn.
Scores are our own judgment from the function catalog and from what the existing services already do. They are not market research. Updated 2026-11-09. Machine-readable version. Want a gap moved up? Make this better.