LodestoneData

Investigative search, worked by an agent

Follow the evidence.

An agent works your file across every source you hold, settles who the subject actually is, then pulls everything the record carries on that person in one run.

Why Lodestone

Most people-search tooling gives you more records. Lodestone tells you which ones hold up. Every result carries where it came from and every ranking carries its reasons, so you can see what is behind a hit before you drive to it. A record is a lead, not a fact.

Every search lands with its receipt.

Ingest

Credit header, county assessors, federal courts, liens, exclusions, filings and your own matters come back into one file. Each record keeps the source that served it, the minute it arrived and what it cost.

Sources28 live
On this file1,184 records
RecordedSource · UTC · cost

It reads the file, not the headline.

Read

The agent reads every record an investigator would, and sorts them: what two independent sources agree on, what one recent record supports, and what was set aside and why. Nothing is summarised away.

TiersConfirmed, likely, set aside
Confirmed meansTwo sources, or the county
The modelNever sees a name

Eleven men. One name.

Resolve

Eleven people share the name and the file runs them together. The agent asks the question that splits the field most evenly, then drops whoever the answer contradicts. Three answers usually settle it, and asking is free.

Namesakes11 in play
Questions3, typically
Ruled outWith the reason

Which door, and why.

Trace

Addresses are ranked by how much of the evidence points at each: how recently it was reported, how many records carry it, whether the county names him as owner, whether a relative sits at the same door. The share is how much of the record points at each door, and you can read every piece of it.

Best address27% of the evidence
Runner-up23%, close to even
Weighed onRecency, count, owner, kin

It stops, and says why.

Handoff

When two people are still in play and nothing free separates them, the agent stops and names the single fact that would settle it. It does not pick, and it does not spend your money on a coin flip.

Stops atA tie it cannot break
Asks forOne fact, in plain words
Getting thereCosts nothing

Everything the record carries on one person, in a single run.

Timeline

Once the identity is settled, one run pulls everything the record carries on that person: addresses, phones, relatives, deeds and parcels, UCC filings, liens and judgments, courts, business registrations and exclusions. They land in one chronology, and the sequence is often the finding.

Components17, in order
OrderEach feeds the next
Runs onOne settled identity
00:00.00

Scroll. The field narrows.

Eleven people carry the name. The record does not separate them.

Two are left, four points apart.

The agent stops. Now it needs you.

Case 2041 · identity resolution

Case 2041 · demonstration data

You are the operator.

This is the console. Scroll through the file as the agent worked it, and answer the question it stopped for.

01 / FILE

You start with less than a name.

A name, a city he may have left, and a phone number from four years ago. Everything you hold goes in as the file, and the agent reads what the sources already carry before it spends anything.

1,184 records7 sources$0.00 so far
02 / NARROW

Eleven people carry the name.

The agent asks the question that splits the field most evenly, then drops whoever the answer contradicts. Everyone it rules out keeps the reason it ruled them out.

11 candidates3 questions9 ruled out
03 / WEIGH

What is left, and how much sits behind it.

The survivors are ranked by how much of the evidence points at each: how recently a record was reported, how many records carry it, whether the county names him as owner, whether a relative sits at the same door. A share is how much of the record points at that door. Whether he answers it is still your job.

2 of 11 standingshare of evidence
04 / STOP

Two are left. It stops.

The last two sit four points apart, and the free record has nothing left that tells them apart. So it stops, names the fact that would settle it, and waits. Getting this far cost nothing.

0.52 against 0.48narrowing exhausted
05 / ANSWER

You answer. Then the whole picture.

One answer drops the other candidate and the identity is pinned to the file. From there the comprehensive report runs against the person you pinned, and every record it returns carries the source that served it and the minute it arrived.

1 identity pinned17 components
CASE-2041 · SUBJECT "M. ALDRIDGE" READING FILE
FILE · 1,184 RECORDS

One name in. One person out.

28Sources connected
3Questions to settle a name
17Components in one report
100%Records with a source

What it is built on

Autonomy you can put in front of a judge.

Evidence first

Every claim traces to a source.

Each finding is a chain: the records, the steps, the agent and the person who signed. If the provenance isn't there, it isn't a finding.

In practice · an export to counsel contains the finding, the source records as retrieved, their hashes, and every candidate ruled out with the reason it was ruled out.

The machine shows its work

Reasoning is inspectable by default.

Operators see what an agent intends before it acts. Queries, tool calls and intermediate conclusions are logged as they happen.

In practice · the console above is the real operator view. Nothing on it is a visualization of a hidden process; it is the process.

One signal

Red means a human, now.

When the agent cannot tell two people apart on what it holds, it stops, and the stop is the loudest thing on the screen. One red item at a time, so red keeps meaning something.

In practice · two candidates sat four points apart. The agent named the one fact that would separate them and waited. It did not pick.

Deployment

Your data does not leave your perimeter.

Lodestone runs where the evidence lives: inside your VPC, on your own hardware, or fully air-gapped. Models, indexes and logs stay with you.

FootprintOn-prem · private VPC · air-gapped enclave
SourcesCredit header, county assessors, federal courts, liens and exclusions, property and parcel, state registers, your own matters, open web
ProvenancePer-record origin, hash and retrieval time; append-only case log; Ed25519-signed decisions
NarrowingDeterministic identity resolution; every candidate ruled out keeps the reason it was ruled out, and narrowing costs nothing to run
ExportCounsel-ready bundles, PDF and CSV, link-analysis interchange
Report17 components in one run: addresses, phones, relatives and associates, property, liens, courts, businesses, exclusions

Request access

Bring us a case.

Accounts are credentialed. Tell us what you are trying to prove and which sources you hold, and we will work it with you. We usually answer the same business day.