Foundation · Chunking, evidence and coverage foundation

See the source. See what was analyzed—and what was not.

Tessera is the evidence layer beneath Echo, Kairos and Paradox. It decides what a unit of source is, insists that every quote exists in the lines it cites, and keeps a coverage ledger instead of quietly truncating long files.

Who uses Tessera

Attorneys signing work product

Know whether an output covered all analyzed pages or left gaps.

Paralegals

Trust that a quote was copied from the source span, not rewritten by a model.

Firm administrators

See that analysis is case-scoped, retention-purged and included in firm export.

Step by step

How Tessera works

The receipt beside each step is an illustrative example of what a reviewer sees, not data from a real case.

  1. 01

    Split into scoped units

    Transcripts use whole printed-page units in twenty-page windows that overlap by one page. Units are scoped to the firm, case and record, with raw page context retained.

    window 3 · pp. 41–60 · overlap 1
  2. 02

    Map claims with anchors

    Each claim must carry a nonempty quote that occurs inside the selected unit's cited lines. After whitespace matching, the verbatim source span is copied in — not the model's wording.

    anchor 41:3–41:9 · verbatim
  3. 03

    Check one claim at a time

    A fresh call sees one claim, its heading and its exact passages. Unsupported claims are omitted; partial support is flagged. Data records whether the check used the same model or a different one.

    check: same_model
  4. 04

    Reduce without new anchors

    Sections reduce in separate bounded tree steps. A reducer cannot introduce an anchor that was not in its inputs.

    reduce L2 · anchors ⊆ inputs
  5. 05

    Checkpoint durably

    Map and reduce results are checkpointed with input and result hashes and model and prompt identity. Interrupted jobs resume valid work instead of starting over.

    checkpoint · hash verified
  6. 06

    Record coverage

    The ledger reports analyzed, failed and withheld units, missing page ranges and failed sections. Empty pages are withheld; unknown source totals are refused rather than guessed.

    analyzed 214 / 220 · missing 3
Limits we state plainly
  • Coverage reports which pages were analyzed; it is not a guarantee that every fact was found.
  • Unsupported formats, unreadable pages and inconsistent source totals are reported, not silently processed.
  • Claims and citations can be withheld. Reviewer responsibility for final work product stays with the firm.

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