Boutique AI Intelligence · MargIQ · InvestorIQ · WealthIQ · HealthIQ

The Boutique AI Intelligence
Platform for Financial Services
— and Beyond

A boutique AI platform company built on 25+ years of institutional domain expertise. We do not advise from the outside — we have operated inside every institution we now serve, and built the AI intelligence tools those institutions need next.

Explore the IQ Suite Engage Asquare
25+Years institutional experience
98+Countries served
$250M+Recurring revenue delivered
100+Global specialist network
Who We Are

A Boutique AI Company.
Domain-led. Product-powered.
Outcome-oriented.

Asquare Strategic Partners is not a traditional consultancy and not a generic AI firm. We are a boutique AI platform company — deploying proprietary AI intelligence platforms alongside C-suite strategic counsel so our clients receive both the thinking and the tool.

Our principals have held VP and MD roles at Mastercard, Citibank, and Standard Chartered across 98+ countries. We are not brought in to analyse. We are brought in to advise at the level where decisions are made.

We are retained for outcomes, not hours. Every engagement is structured to migrate from consulting fee to platform licence — because our revenue grows when client outcomes improve.

Most firms choose one of two flawed AI models: the consultancy that outsources its AI thinking to engineers, or the technology firm that lacks the domain conviction to know what to build. Asquare is neither. We own the AI intellectual architecture — and we deploy precision-selected engineering partners to execute it.

Where we work
Financial services — payments, wealth management, capital markets, and banking. Non-clinical healthcare. Any domain where opacity is costing institutions money they cannot yet see.
What we bring
Four proprietary AI intelligence platforms (the IQ Suite), 25+ years of institutional domain knowledge, a curated global network of 100+ AI and domain specialists, and two India-based AI engineering firms as our build partners.
How we engage
Every engagement begins with a C-suite introduction and bespoke scoping. Commercial model is right-sized for the client, the sector, and the objective — from advisory retainer to equity co-investment.
Operating Model

Six AI Operating Principles
That Define How We Create Value

These are not values statements. They are the structural choices that make Asquare's AI platforms different from every other firm deploying AI in financial services — and that make the IQ suite work.

01
Domain First, Technology Second
We understand the problem before we build the solution.

Every AI engagement begins with deep domain immersion. Algorithm selection, model architecture, and data design follow domain conviction — never the reverse. No engineer defines what the AI should solve.

02
Proprietary Intelligence, Not Generic Advice
We bring IP into every engagement.

Our IQ platform suite is proprietary AI. Clients do not receive slide decks and recommendations — they receive deployed AI intelligence that continues generating value after we leave the room. The AI platform is the moat.

03
C-Suite Access, Board-Level Credibility
We operate where decisions are made.

Our principals have held VP and MD roles at Mastercard, Citibank, and Standard Chartered across 98+ countries. We are not brought in to analyse — we are brought in to advise.

04
Boutique Scale, Global Reach
We deploy with precision, not volume.

Boutique principals only — no layers of junior analysts between the client and the decision-maker. Extended through a curated ecosystem of 100+ AI and domain specialists and India-based AI engineering firms.

05
Platform Revenue, Not Project Revenue
We build recurring value, not one-time deliverables.

Every engagement is structured to migrate from consulting fee to AI platform licence. Our revenue grows when client outcomes improve — not when we bill more hours. The AI platform is the long-term revenue engine.

06
Cross-Border by Design
We are built for the complexity others avoid.

Our experience spans 98+ countries across Americas, MEA, South Asia, and Southeast Asia. Cross-border payment economics and multi-jurisdictional regulatory environments are our natural terrain.

The Problem We Solve

AI Solves the Opacity Problem
That Is Draining Enterprise Value

The same structural opacity exists across financial services and healthcare. Data is abundant. Domain-specific AI that converts that data into a decision — rather than a dashboard — is not. That is what Asquare builds.

1
The margin is invisible
Acquirers bill a single blended fee. Inside it are Interchange, Scheme Fees, and Acquirer Markup — only the Markup is negotiable. And it is invisible to every CFO paying it.
2
The intelligence doesn't exist
CEOs walk into earnings calls with 40 fragmented documents and no prediction of what institutional investors will ask. The room wins. The CEO doesn't.
3
Data without a decision
Wealth managers and healthcare operators are swimming in data. What they lack is domain-specific AI that converts it into a decision — not a dashboard.
$50M+
Negotiable margin identified in a single MargIQ engagement across 12 cross-border payment corridors.
72 → 4 hrs
Earnings call preparation compressed from 72 hours of fragmented work to a 4-hour AI-powered brief.
15–25%
Wallet share expansion per UHNW client when WealthIQ's goals-based advisory engine is deployed.
$500B+
Addressable non-clinical healthcare spend targeted by HealthIQ — same opacity problem, new domain.
Proprietary AI Platforms

Four AI Intelligence Platforms.
One Coherent Architecture.

Each IQ platform is domain-designed by Asquare and AI-engineered by our partner network. Clients receive deployed AI intelligence — not a dashboard and a recommendation. The AI continues working after we leave the room.

Live · Cross-Border Payments
MargIQ

An AI decomposition engine that separates blended acquirer invoices into their three components — Interchange, Scheme Fees, and Acquirer Markup — making the only negotiable layer visible and recoverable for the first time.

  • RAG-powered invoice intelligence across acquirer formats and geographies
  • Bayesian stabilization layer for statistically valid corridor benchmarking
  • Four consoles: Executive Intelligence, Market, Negotiation, Model Governance
Fee Decomposition
M
InterchangeNon-negotiable
Scheme FeesLargely fixed
MarkupNegotiable ↗
$50M+Margin identified
47bpsAvg compression
Deployed · Capital Markets
InvestorIQ

An AI intelligence platform that synthesizes financials, macro signals, competitive moves, and investor profiles to predict exactly what will be asked in the earnings room — before anyone asks it.

  • Earnings DNA — four-quarter transcript analysis for patterns and recurring questions
  • Share Price Radar — 12 months of stock moves mapped to causal events
  • Q&A Simulator — 10 most likely analyst questions, probability-ranked, answers pre-drafted
Intelligence Modules
I
Earnings DNAFinancial Pulse Macro LensShare Price Radar Q&A SimulatorNarrative Studio
72→4hrsPrep compressed
10+Questions predicted
Deployed · Wealth Management
WealthIQ

An AI intelligence layer that sits beneath every relationship manager interaction — delivering pre-meeting intelligence, goals-based advisory, alternatives diligence, and multi-generational family office governance at scale.

  • ClientPulse — pre-meeting intelligence and next-best-conversation for every RM
  • Goals Engine — funded-status monitoring per client goal across education, retirement, legacy
  • AdvisoryGuard — conflict detection before it becomes a compliance event
Advisory Intelligence
W
ClientPulseGoals Engine AltsLensAdvisoryGuardFamilyGraph
15–25%Wallet share expansion
Building 2026 · Healthcare
HealthIQ

The same structural opacity that hides acquirer markup in cross-border payments hides payer contract margins in healthcare. HealthIQ deploys the same AI decomposition architecture — proven in MargIQ — to non-clinical health operations.

  • Revenue Cycle Intelligence — payer reimbursement decomposition and recovery
  • Payer Negotiation Analytics — the MargIQ model applied to healthcare contracting
  • Administrative Cost Reduction — targeting 25–30% of non-clinical cost from process friction
Non-Clinical Intelligence
H
Revenue CyclePayer Negotiation Population EconomicsAdmin Reduction
$500B+Addressable market
How We Build

How We Build AI Platforms:
We Own the Intelligence.

Asquare owns the AI intellectual architecture — domain framing, algorithm design, model governance, and the presentation layer. Engineering execution is delivered through our boutique partner network — always under Asquare specification and QA authority. We orchestrate the engineering. We never outsource the thinking.

Asquare owns
Shared — Asquare leads
Partner executes under spec
Problem Definition & Domain Framing
25+ years of domain expertise defines what the AI should solve. No engineer defines the problem — institutional knowledge does. AI without domain conviction builds the wrong thing perfectly.
Asquare
Data Strategy & Architecture
Data flows, governance frameworks, and schema designed before any code is written. Partners support implementation.
Asquare
Algorithm Design & AI Selection
RAG architectures, Bayesian stabilization, NLP classification — AI technology chosen for the problem, not the trend. Asquare intellectual property. Partners review technical feasibility only.
Asquare
Model Development & Training
Asquare leads AI model architecture and training strategy. Partners execute compute-intensive model build and training runs under Asquare direction.
Shared
Presentation Layer / UI
All four IQ platform interfaces are Asquare-designed. Front-end engineering executed under Asquare UX specification.
Asquare
QA, Governance & Model Oversight
Asquare signs off on every output. Model governance, bias checks, and audit trails are never delegated.
Asquare
Selected AI Engagements

Where Our AI Platforms
Have Been Deployed

Six AI platform engagements across four sectors and four geographies. Each project below reflects a live deployment of an IQ platform or a direct AI advisory engagement. All outcomes are verified and auditable.

Global cross-border payments processor
MargIQ
Latin America · Africa · Asia · 40+ corridors
$50M+
Negotiable acquirer markup identified and quantified across 12 priority corridors. Negotiation intelligence delivered to CFO and treasury team.
Margin decompositionCorridor benchmarkingNegotiation console
Leading wealth and asset management firm · $60B+ AUM
InvestorIQ
India · Listed · NSE/BSE
72 → 4 hrs
Earnings call preparation cycle compressed. CEO and CFO briefed on predicted analyst questions, macro exposure, and share price risk factors before every quarterly call.
Earnings prepQ&A simulationMacro lens
UHNW wealth management platform · 7,500+ families
WealthIQ
India · $60B AUM · Ultra-HNW
15–25%
Wallet share expansion per client relationship. Goals Engine deployed across RM workflows. Annual Goals Achievement Reports issued to each client household.
Goals-based advisoryRM co-pilotRetention
Regional development bank · Banking data intelligence
InvestorIQ · Data Platform
Caribbean · Jamaica · Google Cloud
PRISM
End-to-end banking intelligence platform delivered — regulatory reporting, real-time transaction monitoring, and revenue acceleration use cases across 9 views and 5 role filters.
Banking intelligenceGoogle CloudRegulatory
Global Tier-1 card network · AI data platforms
Data Platform Advisory
48 Markets · 300+ issuer banks
$250M+
AI-powered data and loyalty platform scaled across 48 markets. Pinpoint and Truaxis integration delivering recurring revenue and analytics capability across 300+ issuer relationships.
Platform scaleLoyalty intelligenceIssuer analytics
Healthcare system · Non-clinical revenue cycle
HealthIQ
US · Non-clinical · Pipeline 2026
In Design
HealthIQ platform architecture under development. Revenue cycle decomposition and payer negotiation analytics framework scoped. First deployment target Q3 2026.
Revenue cyclePayer negotiationPipeline
Track Record

The Institutional Experience
Behind the AI Platforms

Before the AI platforms, there was the domain experience that makes them credible. 25+ years operating inside the institutions we now serve — across payments, cards, data, and digital transformation in 98+ countries.

Mastercard
Global VP — Data & Loyalty Platforms
48 Markets

Pinpoint and Truaxis integration delivering $250M+ recurring revenue across 300+ issuer banks.

Citibank
Senior Director — Payments & Cards
100+ Markets

CEO/Board consent order-mandated data transformation for Commercial Cards & Payments.

Standard Chartered
General Manager — Digital Transformation
20+ Markets

Enterprise transformation programs — Consumer Banking redesign and digital banking.

Leading Fintech
Strategic Advisor — Payments
40+ EM Corridors

Acquirer margin decomposition platform design for a leading cross-border payments processor.

The Ecosystem

The Boutique AI Ecosystem:
Boutique Command, Enterprise Scale.

Asquare boutique principals define and govern every AI engagement. Behind us is a precision-assembled global AI and domain network — deployed specifically for the client, the sector, and the problem. We deploy with precision, not volume.

100+
Curated Specialists

AI specialists, domain experts, data scientists, and consultants — curated and deployed on demand per AI engagement.

×2
India AI Engineering Firms

Deep learning, NLP, ML engineering, and AI platform build capacity — the technical engine behind every IQ platform deployment.

G·M·A
Hyperscaler Alliances

Google, Microsoft, Amazon — AI cloud infrastructure, data warehousing, and AI tooling on client engagements including BigQuery, Azure OpenAI, and AWS SageMaker.

Big4+
Consulting Network

Formal and network partnerships for delivery execution on large-scale engagements globally.

AmericasEurope & UK Middle East & AfricaSouth AsiaSoutheast Asia
Commercial Model

Six AI Engagement Models:
Right-Sized for Your Objective

Every AI engagement starts with a C-suite introduction and bespoke scoping session. The commercial model is then right-sized — from advisory retainer to AI platform licence to equity co-investment in a joint AI venture.

01
Advisory Retainer
Monthly or quarterly · ongoing
Asquare as embedded strategic partner, not project vendor. Entry point for evolving C-suite briefs.
02
Fixed + Subscription
Build once, access always
Fixed build fee plus recurring access. Primary model for MargIQ, InvestorIQ, and WealthIQ deployments.
03
Pay for Performance
Fixed first, upside linked to outcomes
Fixed engagement fee plus performance fee on margin recovered, revenue generated, or cost reduced.
04
Project Fee
Defined scope, defined fee
Fixed fee for a specific deliverable — diagnostic, intelligence brief, or platform build sprint.
05
Revenue Share
Asquare participates in your upside
Asquare takes a percentage of incremental margin or revenue directly enabled by the platform.
06
Equity / Co-investment
JV and partnership structures
IP, domain expertise, and relationships contributed in exchange for equity in the combined entity.

The AI Intelligence Your Institution
Needs Next.

Boutique AI advisory · Proprietary platform deployment · C-suite engagement · Right-sized commercial model

Engage Asquare
Anupam2201@outlook.com  ·  +1 203 570 7039  ·  New York City