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Deal intelligence infrastructure

Aperture turns the craft of deal diligence into one reproducible pipeline — delivered in hours.

Aperture converts fragmented evidence into transaction consequences: what changes value, timing, terms, protections, or the decision to proceed.

See how the pipeline runs
Source-linked conclusions Deterministic models · Expert-certified Unverified findings · Escalated

Deal diligence, run as a system

The pipeline

Expert Certification

Expert judgment at the top. Systematic consistency underneath. Domain experts certify every conclusion, or flag it for remediation — routed, revised, and logged. Nothing ships on model output alone.

Certify / flag / remediate

Provenance & QA

Every figure traces to its source, timestamp, and transformation. Automated QA reconciles models, tables, charts, and prose before a human reads the draft.

Data lineage / consistency QA

Deterministic Analysis

Quantitative work runs through reproducible, audited models. Inputs, assumptions, transformations, and outputs remain reviewable alongside the evidence that changed them.

Controlled calculations / governed assumptions
See what it replaces

The old way

The professionals are capable. The process is not.

  • Share counts change in the model, not the memo.
  • Market data pulled on different dates across workstreams.
  • Risk tables hold stale exposures after revisions.

Not failures of intelligence. Failures of process control.

Why this matters now

The shift

For a century, deal diligence has been craft. Trading was rebuilt into reproducible systems a generation ago. Diligence wasn’t. That era is ending. Built to move faster than serial teams, reconcile more consistently than manual review, and preserve what human workflows routinely lose. The firm with verified conviction moves first. The rest reacts.

Conviction in hours

A multi-week, multidisciplinary diligence process compressed into hours, with the resulting decision record traced to source.

Coverage, multiplied

Run more complex opportunities in parallel without multiplying the analyst and counsel team required to produce the work.

A defensible record

Every conclusion traced to its source — built to survive the committee, counsel, and the regulator.

Judgment, amplified

Aperture does the mechanical work to institutional standard. The decision only you can make stays yours.

See what it runs on

Built on your stack

Everyone has the data. Few open the aperture.

Institutional & public data Private documents & proprietary data

You keep your source of truth.

Sources The feeds you already license Method Source-agnostic ingestion Ownership Your licenses, unchanged

Aperture coordinates the sources you already control — no re-licensing, no new system of record. Access is table stakes — the edge is the controlled pipeline it runs through.

Governance

Speed is common. Proof is not.

What can’t be verified is escalated — never delivered as certainty. The rest lands in a record your institution can stand behind.

Expert-gated certification Every material conclusion source-linked

Request documents

The advantage goes to whoever moves first.

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