Financial infrastructure built for evidence
ReconAI is a financial system-of-record platform that organizes, classifies, and structures financial data for individuals, small businesses, and enterprise teams.
Founder
I built ReconAI because making decisions without visibility into your own financial data is unacceptable. Existing tools fail under real scrutiny. They fragment information across systems, automate without explanation, and produce outputs that cannot be defended when questioned.
ReconAI is financial infrastructure for environments where accountability matters. Every classification traces to source data. Every automated suggestion requires manual approval. Every report can be audited. The system does not make decisions on your behalf. It surfaces the information you need to make them yourself.
Automation without explanation is dangerous. Data without structure is noise. Growth without governance is reckless. ReconAI exists because these are not acceptable tradeoffs.
Operating Principles
These are not values statements. They are architectural constraints that determine how the system is built and how it behaves.
Clarity
ReconAI exists to eliminate ambiguity. Financial data arrives fragmented across accounts, formats, and systems. The platform consolidates it into a coherent intelligence layer where every transaction is classified, every pattern is surfaced, and every output is structured for immediate use.
Clarity is not about more data. It is about less noise. The system transforms raw transaction feeds into defensible positions. When a question arises about spend, compliance, or allocation, the answer is already organized and waiting.
Trust
Trust in ReconAI is an engineered outcome, not a promise. Every classification includes confidence scores and source links. Every automated action is logged and reversible. Disclaimers are explicit. The boundary between information and advice is never crossed.
Security and governance are first-class design constraints, not afterthoughts. The system is built to be auditable by default. When trust conflicts with speed, trust wins. This is a deliberate choice, even when it slows adoption.
Control
Control belongs to the operator. ReconAI is manual-first by design. Automated suggestions surface recommendations but require explicit human approval before any data is modified. Kill switches exist at every layer. Role-based access controls enforce separation of duties. Phased rollouts prevent system-wide failures.
AI capabilities operate human-in-the-loop. The system does not remove responsibility from the user. It restores it. You see what the system sees. You approve what the system does. You own the outcome.
ReconAI gives founders clarity they can trust, and control they can defend.
What ReconAI Is
ReconAI provides structured financial intelligence. The platform connects to your accounts, categorizes transactions, detects patterns, and generates reports that link back to source data. Every output is traceable.
Who It is For
ReconAI scales from individual users managing personal finances to enterprise teams requiring compliance documentation and audit trails.
Individuals
- Personal finance organization
- Tax preparation support
- Spending pattern insights
Small Business
- Multi-account management
- Consistent categorization
- Bookkeeper-ready exports
Enterprise
- Role-based access controls
- Audit trail documentation
- Compliance report generation
What ReconAI Augments
ReconAI does not replace your accountant or ERP. It provides the structured data layer that feeds into existing workflows.
Security & Compliance Posture
ReconAI is built with security fundamentals in place. We do not make compliance claims beyond what we can demonstrate.
Roadmap & Operating Model
ReconAI ships iteratively. We prioritize stability over feature velocity.
Get Started
Access your financial data with structured outputs and traceable classifications.