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SIGNAL.OK· 34 AGENTS ONLINE· EVIDENCE.GRAPH LIVE

Investment diligence still begins with fragments.

The most important question is not what the IC knows.

It's what the analysts did not think to check.

From fragmented inputs to IC-ready conviction.

  1. 01

    Input deck · URL · notes · claims

    Material is captured as claims to be tested, not conclusions to accept.

  2. 02

    Investigation parallel agents · primary sources

    Agents test every claim across market, product, technical, traction, team, and risk.

  3. 03

    Modeling multiple scenarios stress-tested

    Economics and assumptions are modelled under bear, base, and bull conditions.

  4. 04

    IC Output ready for partner vote

    Conviction score, evidence ledger, open risks, and decision-changing questions.

INPUT
9 AGENTS // PARALLEL
MARKET COMPETITORS TECHNICAL PRODUCT TRACTION ECONOMICS TEAM RISK SYNTHESIS
3 SCENARIOS
ARR ’28BURNMGN
BEAR $18M 2.4× 58%
BASE $42M 1.3× 71%
BULL $88M 0.7× 78%

34 specialised agents. 4 multi-agent frameworks. One research architecture. No silos.

AGENTIC DILIGENCE LAYER

See the framework in action.

FRAMEWORK DEMO RUNNING ic_terminal.session · 00:00 · loop
  1. A.01Market
  2. A.02Competitors
  3. A.03Technical
  4. A.04Product
  5. A.05Traction
  6. A.06Economics
  7. A.07Team
  8. A.08Risk
  9. A.09IC Narrative
A.01

Market

Sizes the addressable market from primary sources. Tests TAM claims. Maps adjacent demand pools.

scanning · primary sources
SOURCES
0
EVIDENCE
0
CHECKS
0
VIZ · TAM live · 0042 nodes
Operating Principle

A summary is not diligence.

Evidence attached to the conclusions is.

The memo separates signal from story.
Facts. Risks. Drivers. Unanswered questions.

RESEARCH MEMO APEX · Illustrative sample 2026.05.18

WATCH  ·  Q3 2026Apex's $1.2B TVL is 66% deposits attracted by $19M/yr in APX rewards being cut 54% next quarter.

240% 12-mo TVL growth 34% utilization vs 60–75% peers 9.4% yield · 2.1% organic Q3 2026 rewards cut 54%
VERDICT

Monitor — organic demand is unproven. Revisit after two quarters of post-cut utilization data; the key threshold is 55% utilization sustained without the subsidy.

RESEARCH SCOPE
5
research phases
34
agents deployed
291
sources ingested
4
peers benchmarked
1,034
cross-checks run
Abstract

Apex is a non-custodial lending market: depositors supply assets to earn yield; borrowers post collateral and pay interest on what they borrow. Total value locked reached $1.2B at the data cutoff[01], up 240% over twelve months[02]. The growth is almost entirely supply-side: utilization (the share of deposits actively borrowed) sits at 34%[03], against the 60–75% range typical of mature lending markets such as Aave V3 and Compound V3. Apex funds the 7.3-point spread between 2.1% base yield and 9.4% total depositor yield by distributing APX tokens at 4.2M per month[05] (approximately $19M per year in native token dilution at spot price). Data cutoff: 2026-05-18.

Key finding

An estimated 64% of deposits are there for the token rewards, not the lending product: deposits above the point where borrower interest alone would retain them[06]. Comparable episodes (Compound's COMP farming epoch, November 2021, and Anchor Protocol's 20% yield era) produced 55–80% TVL loss within two quarters of similar reward cuts[07]. In Q3 2026, monthly APX emissions fall from 4.2M to 1.9M tokens, a 54% cut[08]. At current utilization, deposit yield falls to approximately 3.7% after the cut[09]below every major lending comparable and below the risk-free rate, the threshold at which incentive-seeking capital has no reason to stay.

What would change our view

Sustained utilization above 55% for two consecutive quarters after the cut would signal genuine borrower demand capable of sustaining competitive yields without the subsidy[10]. APX token price is a secondary variable: the yield calculation assumes the current APX price; a 40% APX decline pushes effective total yield below the base rate even before the cut takes effect[11]. The borrow side is also concentrated: 71% of interest revenue comes from a single collateral asset[10], so the recovery depends on one asset holding up.

Open questions

We do not yet know whether borrowers are net beneficiaries of the same APX emissions they help fund[11]. If borrowers offset their 7.2% gross borrowing cost with APX rewards, removing the subsidy may compress both sides of the balance sheet simultaneously — a utilization collapse, not a partial deposit exit. Apex's Q3 documentation contains no published utilization targets, leaving the key variable unquantified.

  1. 01

    Checks claims against evidence.

  2. 02

    Surfaces contradictions.

  3. 03

    Shows which assumptions drive the case.

  4. 04

    Stress-tests the logic behind the case.

Bring the unanswered questions into the room before capital moves.