Prepared by David Woods
January 2026

Current State → Transformation → Target State

01

Data Quality Revolution

"Clients paying five figures per report are receiving screenshots of pre-made illustrations instead of data that was gathered, cleaned, analyzed, and presented uniquely for them."

Current Flow (Broken)
Client Request
↓ Email
Find Screenshots
↓ Manual Copy/Paste
Deliver Static PDF
Transformation
What We Add
Multiple API Data Sources Analysis Pipeline Custom Visualizations Quality Checklist
Target Flow (Optimized)
Aggregate (APIs)
Analyze
Bespoke Deliverable at Each Phase
Tools
Dune Analytics DefiLlama API CoinGecko CoinMarketCapFree tier Client DataProprietary
02

Client Experience Transformation

"With recent churn, we have capacity to be more accommodating. Current clients should feel valued—flexibility in output leaves lasting impressions."

Current Flow (Rigid)
Fixed deliverables
Transactional
Defensive posture
Transformation
What We Change
Cherish existing clients Say "yes" more—we have capacity Leave great impressions
Target Flow (Valued)
Flexible output
Relationship-first
Accommodating
03

End-to-End Ownership

"Person 1 takes the kickoff call, Person 2 does all the work, Person 1 uploads. Causes possible context loss and harder to build personable relationship with client"

Current Flow (Fragmented)
Person 1: Kickoff
↓ Handoff
Person 2: All Work
↓ Handoff
Person 1: Upload & Communicate
Transformation
What We Change
End-to-End Ownership Researcher = Relationship Lead No Handoffs
Target Flow (Ownership)
Researcher: Kickoff & Strategy
↓ Direct Work
Researcher: Research & Execution
↓ Direct Delivery
Researcher: Ongoing Relationship
Approach
Structural Change No New Tooling Needed
04

Systematic Growth Engine

"No systematic outbound to well-capitalized teams. Pre-TGE, well-funded projects are the ones with the most free cash flow and strongest incentive to lock in distribution partners."

Current Flow (Reactive)
Wait for Inbound
↓ Passive
React to Opportunities
↓ Ad-hoc Tracking
No Pipeline Visibility
Transformation
What We Build
Proprietary Lead Pipeline Crypto-Native Data Source Automated Alerts Built-in CRM
Target Flow (Proprietary Pipeline)
DefiLlama Raises API (Source)
↓ Auto-Detect
New Raise Detected > $5M
↓ Notification
Telegram Alert + CRM Entry
↓ Action
Outbound within 24hrs
Stack
DefiLlama APIFree PostgreSQLFree tier (Supabase) Telegram BotFree Custom DashboardBuilt in-house
Build time ~4 weeks
External Data Source
DefiLlama Raises API Free, real-time raise data
GET /api/raises
Server (Express.js)
Scheduled Sync Every 60 min
ID Generator SHA-1 hash
Batch Upsert Deduplication
Telegram Alerts
New Lead Detector
Telegram Bot
Team Channel
INSERT/UPDATE
PostgreSQL
leads Raise data
meta Sync state
React Client
Dashboard
Filters
CRM Drawer
CRM Data Model
Status new → queued → contacted → replied → closed
Contact name, role, email, linkedin
Notes Strategy & conversation history

Competitive Landscape

HIGH TOUCH LOW TOUCH LOW DISTRIBUTION HIGH DISTRIBUTION
Advisory Partners
Target Position
Niche Research
Media Platforms
Blockworks
Blockworks Media + Research
✓ 500K+ newsletter subscribers
✓ Permissionless events franchise
✓ 0xResearch brand recognition
✕ Research bolted on, not core
✕ Media economics squeeze margins
How we win: Research-first with distribution, not vice versa
Four Pillars
Four Pillars Pure Research
✓ Exceptional research quality
✓ Deep technical credibility
✓ Strong Asia/Korea expertise
✕ Limited US/EU distribution
✕ Small team limits scale
How we win: Match quality + DeFi Tech ecosystem distribution
Entropy
Entropy Advisors Premium Advisory
✓ Tokenomics expertise
✓ Strong founder reputation
✓ High margins
✕ Doesn't scale (people-intensive)
✕ No distribution platform
How we win: Research + advisory + distribution bundle
Kairos
Kairos Research Bespoke Research
✓ Lean and profitable (1-2 people)
✓ High quality output
✓ Flexible, client-focused
✕ Can't scale beyond capacity
✕ Limited brand awareness
How we win: Scale their model with resources and distribution
Delphi
Delphi Digital Research + Ventures
✓ Strong brand recognition
✓ Venture arm provides deal flow
✓ Multi-product offering
✕ Significant layoffs 2023-24
✕ Capacity and focus reduced
How we win: Stable parent, focused execution
ASXN
ASXN Infra + Research
✓ Solana ecosystem depth
✓ Validator revenue stability
✓ Technical credibility from infra
✕ Research is marketing for infra
✕ Ecosystem concentration risk
How we win: Ecosystem-agnostic, pure intelligence
Messari
Messari Data Platform
✓ Comprehensive data coverage
✓ $35M+ raised, well resourced
✓ Strong institutional brand
✕ Research quality inconsistent
✕ High burn rate
How we win: Go deeper with select clients, lower burn
The Block
The Block Media + Research
✓ Strong institutional brand
✓ Daily news coverage
✓ The Block Pro product
✕ Media-first, research secondary
✕ Generic coverage
How we win: Bespoke over generic
Galaxy
Galaxy Research Trading Desk Intel
✓ Galaxy Digital resources
✓ Institutional credibility
✓ Market access
✕ Research is siloed from trading
✕ Not primary business focus
How we win: Research as the intelligence layer, not a siloed division
Glassnode
Glassnode On-Chain Analytics
✓ Deep on-chain data
✓ Dashboards and alerts
✓ Real-time metrics
✕ Data only, no custom analysis
✕ No narrative layer
How we win: Insights layer on top of data
Reflexivity
Reflexivity (Target) Intelligence Partner
✓ Bespoke, proprietary research
✓ DeFi Tech ecosystem distribution
✓ Bloomberg + 50K newsletter
✓ Nasdaq-listed parent credibility
The only firm combining high-touch quality with institutional distribution

USP: Institutional + High Touch + High Distribution

The meta has shifted — projects increasingly need access to institutional capital to succeed. Reflexivity is uniquely positioned:

  • NASDAQ-listed parent company — DeFi Technologies (CBOE: DEFI) provides institutional credibility
  • Institutional reach + retail distribution — Bloomberg Terminal + 50K newsletter subscribers
  • High-touch research quality — Bespoke, proprietary analysis with broad distribution channels

Revenue Model Evolution: From Projects to Partnerships

Exploring a shift from project-based pricing to predictable monthly partnerships with continuous value delivery through "Market Pulse" updates.

Current vs Proposed Model

graph LR subgraph current [Current Model] C1[Project-Based] C2[Lumpy Revenue] C3[Re-sell Annually] end subgraph proposed [Monthly Partnership] P1[Predictable MRR] P2[Auto-Renewal] P3[Continuous Value] end current -->|Evolution| proposed

Deliverables Comparison

Deliverable Lite ($10K) Partner ($15K) Studio ($19K)
Market Pulse Updates Bi-weekly Weekly Weekly
Short Form Reports/Month 1 2 4
Deep Dive Reports/Quarter 1 2
Quarterly Review
Annual Year in Review Report
Newsletter Placements 2 4 8
Bloomberg Distribution
CoinMarketCap Newsletter
Analyst Calls Monthly Bi-weekly Weekly
Priority Queue 3 2 1
Dedicated Analyst

6-Client Revenue Example

flowchart LR subgraph portfolio [Client Portfolio] A[Sonic Labs
Studio $19K] B[Seismic
Partner $15K] C[THORChain
Partner $15K] D[Core Protocol
Partner $15K] E[Dinero
Lite $10K] F[Berachain
Lite $10K] end subgraph output [Monthly Output] Updates[20 Market Pulse updates] Reports[5 Reports/Quarter] end subgraph revenue [Revenue] MRR[$84K MRR] ARR[$1.01M ARR] end portfolio --> output --> revenue
$84K
Monthly Recurring
$1.01M
Annual Revenue
$168K
Avg Client Value
6
Active Clients

Priority Queue + Market Pulse Cadence

flowchart LR subgraph queue [Priority Queue] direction TB Q1[1. Studio] Q2[2. Partner] Q3[3. Lite] end subgraph response [Response Time] R1[24-48 hrs] R2[48-72 hrs] R3[5 days] end subgraph cadence [Market Pulse] U1[Weekly] U2[Weekly] U3[Bi-weekly] end Q1 --> R1 Q1 --> U1 Q2 --> R2 Q2 --> U2 Q3 --> R3 Q3 --> U3

Beyond fixes: Multiple Revenue Streams

Pure Research Current Foundation
  • Bespoke reports & deep analysis
  • Data-driven, API-sourced insights
  • Four Pillars / Delphi model
Data Products Blockworks model
  • Real-time dashboards & APIs
  • Token analytics, market intel
  • Recurring subscription revenue
Advisory Services Entropy / Kairos model
  • Pre-TGE strategy & tokenomics
  • Go-to-market support
  • High-margin, relationship-driven
Run Infra ASXN model
  • Validator operations
  • Node infrastructure
  • Protocol services
Events Blockworks model
  • Conferences & summits
  • Sponsor-driven revenue
  • Brand & network building
The world's our oyster e.g. Hyperion DeFi model
  • HIP-3 perpetual markets
  • Institutional HYPE plays
  • Emerging protocol opportunities

Strategic Alignment

"

Research and analytics expansion through Reflexivity—Scale research, data, and market intelligence that supports product development, distribution, and institutional engagement.

— Johan Wattenström, Year-End Letter to Shareholders

DeFi Technologies
Valour ETPs
Stillman OTC trading, market making, liquidity
DeFi Alpha Trading/Arb
Product Dev
Distribution
Market Intel
Reflexivity Research research · data · intelligence

Where do you see Reflexivity fitting into this ecosystem?