Where does your judgment live?

Your firm’s judgment is its edge. Drott applies AI through your mandate and decision standards—so your team can move faster, keep its view current, and carry the reasoning forward.

JUDGMENT INFRASTRUCTURE · INVESTMENT FIRMSProject Northstar · illustrative
NEW EVIDENCE

A customer extension arrives.

The renewal question can now be reassessed against the firm’s revenue-durability criteria.

Inspect evidence · Customer extension, §2

“The agreement is extended through 31 December 2028. All other terms remain unchanged.”

Fictional source excerpt for this walkthrough.

ACCEPTED · V1

Proceed with conditions.

Renewal unconfirmed. Concentration review remains open.

Firm lens · Aster Vale Partners

Durable recurring revenue, assessed alongside concentration and existing portfolio exposure.

Select a step to see evidence become reviewed judgment.

THE HIDDEN SIGNAL

THE HIDDEN SIGNAL

You feel the gap before you name it.

You feel the gap before you name it.

PARTNERS

“What changed since we agreed?”

The decision is remembered. The assumptions behind it take another meeting to reconstruct.

EXECUTION

“Which conditions still govern the work?”

The deal moves forward across people and documents. The rationale can become fragmented.

THE NEXT DEAL

“Didn’t we learn this already?”

The experience exists. Bringing the right precedent into the next decision still depends on who remembers.

What your team keeps reconstructing is the firm’s view.

YOUR JUDGMENT IS THE STARTING POINT

Same evidence. Different mandate. Different view.

Two investment teams can pursue the same company and reach different conclusions. During implementation, we make your mandate, decision standards, portfolio context and relevant precedent explicit, so Drott evaluates evidence through your lens.

Drott applies this lens to the evidence. Your team reviews the judgment and retains authority as those standards evolve.

FIRM LENSSAME EVIDENCE · DIFFERENT MANDATE · DIFFERENT VIEW
SHARED EVIDENCE
B2B services · $12m EBITDABoth firms target control buyouts at $8–20m EBITDA.
0118% growth
0270% recurring revenue
0322% customer concentration
04Founder-led sales
AVP

Aster Vale Partners

PRIVATE EQUITY
MANDATE
Build capability5–7 year hold
WHAT MATTERS MOST

18% growth + 70% recurring support the build thesis.

WHAT GIVES PAUSE

22% concentration + founder-led sales need diligence.

DECISION CRITERIA
Build capability · Revenue durability
ACCEPTED VIEWAdvance to diligence
NRP

North Ridge Partners

PRIVATE EQUITY
MANDATE
Scale proven teams3–5 year hold
WHAT MATTERS MOST

70% recurring fits; growth must scale with a proven team.

WHAT GIVES PAUSE

Founder-led sales + 22% concentration miss readiness standards.

DECISION CRITERIA
Proven team · Scalable execution
ACCEPTED VIEWPass under current mandate

Fictional firms and evidence · illustrative judgments

THAT IS FIRM VIEW

THAT IS FIRM VIEW

One current view. A shared basis for action.

A Firm View is your firm’s current judgment: what it believes, why, what remains open, and what would change its position.

ACCEPTED FIRM VIEW

Advance. Renewal confirmed. Concentration still open.

The current position, its supporting evidence, and its open conditions stay together.

Partners
Review the change that matters.

See the proposed change against the existing judgment, with its evidence and rationale.

Deal team
Carry the conditions into the work.

Know which questions remain open and what would change the firm’s position.

The firm
Retain the reasoning through handoffs.

Keep the accepted view and its history available as people, evidence, and decisions change.

Source-linked evidenceHuman-reviewed changesPrior views retained

Illustrative investment workflow

THE HIDDEN COST

THE HIDDEN COST

Your firm pays for judgment. Keep the reasoning.

The final document captures the conclusion. The reasoning behind it can get lost. Drott connects accepted judgment to its evidence and history—so your firm can build on the expertise it already paid for.

The final document captures the conclusion. The reasoning behind it can get lost. Drott connects accepted judgment to its evidence and history—so your firm can build on the expertise it already paid for.

THE FINISHED WORK
Accepted Firm View · V2

Advance to diligence.

Renewal confirmed. Concentration still open.

THE JUDGMENT BEHIND IT
“The renewal is confirmed. Keep concentration risk open.”

The extension resolves renewal. It does not change the firm’s exposure to one customer.

AI AMPLIFIES THE PROBLEM

AI makes analysis abundant. Accountable judgment remains scarce.

As AI puts more analysis within everyone’s reach, output alone becomes less distinctive. Drott assesses new evidence against your firm’s criteria and current view, proposing what should change while your team retains authority.

01 · Evidence
DATA
Preqin data
XLS
Financial model
PDF
CIM
REPORT
Third-party diligence
TXT
Call transcript
DATA
PitchBook data

Illustrative inputs

02 · AI + your firm lens

Form the view.
Assess the change.

  1. Analyze evidence against your criteria.
  2. Surface rationale and open questions.
  3. Propose changes for review.
03 · The firm decides

One current Firm View.

Accepted judgment. Linked evidence. Open conditions. A history of why it changed.

Form the view. Keep it current. Preserve the why. AI proposes. Your firm decides.

COMPOUNDING INSTITUTIONAL ADVANTAGE

COMPOUNDING INSTITUTIONAL ADVANTAGE

Every firm has a view. Drott makes it compound.

Each reviewed decision adds to a history your firm can draw on: what it believed, what changed, and why. That history takes decisions—and time—to build.

Each reviewed decision adds to a history your firm can draw on: what it believed, what changed, and why. That history takes decisions—and time—to build.

THIS DECISION

Make the reasoning explicit.

A renewal risk becomes a source-linked condition in the accepted view.

THE NEXT REVIEW

Build on what you know.

A signed extension resolves that condition. The earlier reasoning remains visible.

THE NEXT OPPORTUNITY

Put experience to work.

The prior decision gives the team a reason to ask for renewal evidence earlier.

The decisions you make today can become the advantage your firm carries tomorrow.

Illustrative progression · relevant precedent informs judgment; the firm controls its criteria.

THE BROADER PLATFORM

A shared judgment layer for the work ahead.

As more work moves between people and systems, the current view, its conditions, and the authority behind it need to travel with the work.

Today · Investment teamsConnect partners and execution.

Form the view, review new evidence, and carry accepted judgment into the team’s next decision.

Future direction · APIs & agentsCarry judgment into connected workflows.

Extend access to accepted views, evidence, conditions, and decision lineage across other systems and agent workflows.

API and agent access are future platform capabilities.