Enterprise Architecture Blueprint

AI-First Specialist Lending Platform — UK Market, Azure Cloud, Thought Machine Vault Core

L1 Capabilities

Build Modules

Process Steps

Agent Personas

Human Roles

80%+

Build (vs Buy)

Build-First Philosophy

We build everything the AI agents can build. We rent only what we cannot own. With agentic development, the cost equation inverts: building is cheaper than SaaS licensing at scale, you own the IP, there's no vendor lock-in, and no per-transaction fees that erode margin as you grow. The entire lending platform — origination, decisioning, servicing, collections, compliance, portals — is custom-built. We rent only regulated infrastructure (payment rails, credit data, identity services) and Thought Machine Vault as the core banking engine.

Azure / MS 365 cloud environment: Azure Kubernetes Service, Azure Fabric (data lakehouse + BI), Azure ML / Azure OpenAI, Azure Event Hubs, Azure DevOps. Full Microsoft stack.

Market Positioning

We finance those who can't get finance through traditional routes. Professional sports people, HNW individuals, borrowers needing urgent bridging, self-employed with complex income. AI-native decisioning assesses the full financial picture — not just a credit score — to make fast, fair decisions. Speed: minutes, not days.

Regulatory Note

Pre-FCA licence: unregulated bridging (investment/commercial property) + exempt agreements (HNW, business purpose) at launch. FCA application in parallel. Architecture is fully licence-ready from day one.

BUILD Custom-built (own IP)

RENT Third-party service

TM Thought Machine (stubbed MVP)

Agent

Human

Hybrid

Competitive Landscape

UK specialist lending. Where they are, where we differentiate.

Our Edge

AI-Native Decisioning	Open Banking + alternative data (contracts, assets, wealth). Real-time affordability. No manual underwriting for standard cases. Abound proved the model for consumer — we do it for specialist.
Speed	Decision in minutes, funds in hours (bridging). Together/Shawbrook take days-to-weeks. Speed is existential for bridging — deals fall through.
Structural Cost	10-person team + AI agents does what 200 do at Together. Build-first means no per-seat SaaS drag. IP ownership from day one.
Modern Core	TM Vault (cloud-native, API-first, smart contracts) on Azure. Competitors run legacy cores that constrain product innovation.

Modules & Build Strategy

10 modular components, sequenced by dependency and integration risk. Build-first: we own the IP. Rent only regulated infrastructure and data we cannot replicate.

BUILD Custom-built, AI-developed, own IP

RENT Third-party / SaaS / regulated infra

TM Thought Machine Vault

LOW / MED / HIGH Integration risk

Rent-Only Components (Cannot Build)

Thought Machine Vault	Core banking engine — ledger, smart contracts, scheduling, postings. Stubbed for MVP, live integration Phase 2.
Credit Bureau Data	Experian, Equifax, TransUnion. Cannot replicate — regulated data sources. We build the integration adapters.
Open Banking Provider	TrueLayer or Yapily. Regulated AISP/PISP infrastructure. We build the analysis engine on top.
Identity Verification	Onfido or Jumio. Document + biometric verification. Specialist capability + regulatory requirement.
Sanctions & PEP Data	ComplyAdvantage or similar. Cannot maintain own sanctions lists (OFSI, UN, EU). We build screening orchestration.
Payment Rails	Modulr or ClearBank. Bacs/FPS access requires agency banking or own licence. We build payment orchestration on top.
Land Registry API	Government service. Title data, ownership, charges. We build property intelligence on top.
AVM Data Providers	Hometrack, Zoopla, etc. Valuation data feeds. We build AVM orchestration and LTV engine.
Azure Cloud	AKS, Fabric, Event Hubs, Azure ML, Azure OpenAI, Azure DevOps. Infrastructure layer. Everything above is ours.
Communications	Twilio (SMS/voice), SendGrid (email). Commodity infrastructure. We build all templates, logic, and orchestration.

Business Capability Map

L1 → L3. Click to expand.

Human

Agent

Hybrid

TM Thought Machine

Core Lending Process

16-step lifecycle. Supports bridging, personal, and contract-based lending with product-specific branches.

Human

Agent

Hybrid

Origination & Decisioning

Fulfilment & Servicing

Collections & Close

Process Detail

Organisation Design

AI-first. Agent personas replace traditional teams. Humans where legally required.

Human

Agent

Hybrid

Solution Capability Matrix

People, Process, Data, Technology — with AI Build Potential assessment. Click any row to see the full AI-build vision.

86%

Avg Build Potential

Must-Rent Items

TM Vault

Core Banking (stubbed MVP)

AI Agent Personas

Build Philosophy: Azure-Native, Agent-Operated

Everything that can be built, will be. Azure Fabric (data), Azure ML (models), Azure OpenAI (agents), AKS (compute), Event Hubs (events) — the entire platform runs on Azure. TM Vault is the only core banking dependency. The 10 must-rent items are regulated data sources and payment infrastructure that cannot legally or practically be replicated: credit bureau data, Open Banking rails, biometric KYC, sanctions data, and payment settlement. Everything else — all decisioning logic, all agent behaviour, all portals, all compliance tooling — is custom-built IP. Click any row below to see what full self-build looks like for that capability.

Capability	People	Process	Data	Technology & Build Potential

Technology Architecture

Azure cloud. Build-first. TM Vault stubbed for MVP.

BUILD Custom

RENT Third-party

TM Thought Machine

AGENT AI Agent

HUMAN Human Interface

Integration Points

Build Roadmap

Module-sequenced delivery. TM stubbed Phase 1, live Phase 2. Azure throughout.