Selected work / Evidence

Systems worth showing. Outcomes worth verifying.

Commissioned systems and the evidence of how they performed, published as client permissions and verified results allow.

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01 / Case study

The work. The system. The result.

Case 01 / In-house engagement

Kausar Investment Group

Our own investment group, and the lab’s first engagement. Every system we offer runs here on live deal flow before it reaches a client fund.

Workflow
Deal discovery → screening → IC preparation
Baseline
Sourcing through inbound decks and personal networks. Screening notes spread across inboxes and documents.
Built
A sourcing agent tuned to the group’s thesis, a screening model that scores against its written criteria, and IC memo drafts assembled from the research trail.
Review points
Partners approve every pass or advance decision. Agents show the sources behind each score.
ResultTwo quarters against the baselineIllustrative
4.5×companies reviewed per week
~40 → ~180
45→12minutes per first-pass screen
2 days→same dayto a first IC memo draft
3 of 8IC-advanced deals first surfaced by the sourcing agent
02 / How we show proof

Evidence before adjectives.

A / System

What was actually built?

  • Inputs, agent behavior, human review, deployment context and scope.
B / Evidence

What changed?

  • Approved operational metrics, evaluation findings or client-reported outcomes, with limitations.
03 / Case study blueprint

Give investors the full chain of evidence.

A credible engagement story should reveal enough of the workflow, constraints and evaluation to be useful without exposing a client’s confidential operating details.

01 / Problem

The prior process

What the investment team did before, why it mattered and who owned it.

02 / Build

The commissioned system

Scoped models, agents, source boundaries and review responsibilities.

03 / Validate

The test

Representative cases, comparison method and what did not work.

04 / Outcome

The measured result

Verified outcomes and client-approved limitations.

A working conversation

Have an investment workflow in mind?

Discuss a potential commissioned system, from discovery through evaluation and handover.

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