unreconciled Tech Stack

Financial operations platform for tech and creative businesses

Accounting London 11–50 employees Founded 2024 Privately Held

Unreconciled is a financial services firm built on a hybrid stack of accounting software (Xero, QuickBooks Online, NetSuite) and data-infrastructure tools (Kafka, Airflow, Spark, Redis, Kubernetes). The tech choices reveal an internal platform play: they're moving beyond manual reconciliation toward automated, real-time financial data pipelines — backed by LLM orchestration (LangChain, LlamaIndex, PydanticAI) for document extraction and workflow automation. Hiring is accelerating across finance roles (4 positions) alongside engineering and marketing, suggesting they're scaling both service delivery and product-driven capabilities.

Tech Stack 41 technologies

Core StackXero NetSuite Zapier Power BI Google Analytics HubSpot Canva LangChain FastAPI Redis Kafka Apache Spark Apache Airflow AWS Kubernetes Docker Prometheus Grafana OpenTelemetry GraphQL QuickBooks QuickBooks Online Excel LinkedIn Google LlamaIndex PydanticAI Chroma GCP WhatsApp Business API+9 more

What unreconciled Is Building

◆Challenges

Complex bookkeeping tasks
Multi-entity reconciliations
Consolidated reporting across jurisdictions
Erp migrations
Automation initiatives
Real-time financial data access
Financial document retrieval
Scalable data pipelines
Maintaining accurate financial records
Coordinating vendor payments

▲Active Projects

Project-based accounting for creative agencies
Erp migrations and automation initiatives
Financial modeling for fundraising
Month-end closing
Tax compliance support
Multi-channel digital marketing strategy
Paid advertising campaigns
Webinars and virtual events
Llm orchestration for financial workflows
Real-time whatsapp api

Hiring Activity

Accelerating7 roles · 5 in 30d

Department

Finance

Engineering

Marketing

Sales

Seniority

Senior

Junior

Manager

Mid

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About unreconciled

Unreconciled provides outsourced financial operations and advisory services to mid-market businesses, particularly tech startups, creative agencies, and Web3 companies. Services span bookkeeping, accounts payable/receivable, payroll, cash-flow management, bank reconciliation, financial modeling, and tax compliance. The firm operates from London with a 11–50-person team and is actively hiring in Canada and India to support growth. Their service model is tailored by industry vertical and scales to match client complexity — from early-stage fundraising support through multi-entity consolidated reporting and ERP migrations.

HeadquartersLondon

Company Size11–50 employees

Founded2024

Hiring MarketsCanada, India

Frequently Asked Questions

What tech does Unreconciled use for accounting and finance?

Xero, QuickBooks Online, and NetSuite for core accounting. For internal automation and reporting: Power BI, Excel, HubSpot, and a data stack including Kafka, Airflow, Spark, Redis, and Kubernetes. They also use LangChain and PydanticAI for LLM-driven financial workflows.

What does Unreconciled specialize in?

Project-based accounting for creative agencies, ERP migrations, financial modeling for fundraising, month-end closing, multi-entity reconciliation, and tax compliance. They also offer real-time WhatsApp API integration for vendor payment coordination and LLM-powered financial document retrieval.