Defensible e-discovery, start to certification.

CloseVector is built to process messy ESI locally, surface the evidence and the bad facts, route privilege before anything reaches a general report, and produce the methodology record a firm may need to defend in a Rule 26 or 37(e) fight.

From production to certification, accounted for at every step.

1

Ingest

Multi-format ESI is ingested with its native structure intact and hashed at acquisition, so the record starts with a verifiable baseline.

2

Preserve

Immutable originals, family relationships, and metadata are preserved with a chain-of-custody record from the first touch forward.

3

Process

Text extraction, OCR, and processing exceptions are surfaced as part of the record — never hidden in a log no one reads.

4

Retrieve

A diversified recall ensemble is built to surface oblique evidence across multiple parallel retrieval methods, not just topical keyword matches.

5

Privilege

Privilege candidates are routed and quarantined for attorney review before anything reaches a general report.

6

Report

Citation-gated outputs, a defensibility packet, and support for FRE 902 certification of the electronic record.

The document that decides the case rarely uses the obvious words.

The evidence that turns a matter is seldom phrased the way a keyword search expects. People hedge, code, and fragment the things that matter most. A custodian writes "we need fresher energy" instead of naming the person being pushed out. A directive reads "move the legacy profiles out before Q3." The most damaging line is often "do not put this in writing."

CloseVector is built to surface oblique, coded, and fragmented evidence across multiple parallel retrieval methods — semantic, structural, and relational — not just topical keyword matches. The aim is recall on the language people actually use, including the language chosen to avoid being found — and how that recall is measured is the subject of our validation program.

Privilege is routed before anything reaches a general report.

Privilege is not a filter bolted on at the end. In CloseVector's workflow it runs first. Attorney-client, work-product, and dual-purpose detection runs before any summarization or general reporting. Candidates are quarantined for attorney review, and the workflow is built so unreviewed privilege candidates do not pass into general outputs.

The safety layer sits in front of the analysis, not behind it — so a privileged document is flagged before it can be summarized into a report someone else reads.

What it did not process is a first-class fact.

Most e-discovery tools treat what they could not process as a footnote. CloseVector treats it as a first-class fact. Failed extractions, encrypted files, low-confidence OCR, broken document families, and missing custodians are surfaced as stated limitations of the matter — not buried in a log no one reads. A reviewer should know exactly what the system could not see before relying on what it did.

The worst e-discovery failure is not a crash. It is a confident report built on incomplete evidence.

Produces the methodology record, not just the result.

A result is only as defensible as the record behind it. The evidence engine produces the methodology record alongside the output — the artifacts a firm may need when a Rule 26 or Rule 37(e) challenge asks how the production was searched.

Hash manifest
Cryptographic hashes captured at acquisition for every item.
Chain-of-custody log
Who handled what, when, and under what controls.
Processing manifest
What was ingested and processed, and how.
Parser & model versions
The exact software and model versions used.
Search protocol
The retrieval methods and parameters applied.
Query logs
The queries run and when they were run.
Exception report
Everything that could not be processed, stated plainly.
Privilege-candidate report
What was routed for privilege review, and why.
Reproducibility instructions
How to reproduce the result from the same inputs.

Together these are designed to support FRE 902(13)–(14) self-authentication of electronic records.

See the workflow on your own production.

Bring a sample production. We will walk it through the pipeline end to end and show you the record it produces.

Or reach the team directly: contact@closevector.ai