Building the Future of Finance with AI
We are an applied AI research lab and engineering team. Finance is our home turf — tax automation, AI bookkeeping, scoring engines, debt recovery, auto-transactions and audit-grade compliance. We also train, fine-tune and integrate models, vectorize private knowledge, study user-behavior dynamics and ship bespoke AI software of any kind.
What We've Built
Tax Accounting AI
Multi-jurisdiction tax automation with e-invoicing, auto-filing and audit-grade trails — wired into national tax-authority APIs
AI Bookkeeping
Auto-categorization, multi-bank reconciliation, real-time P&L and anomaly detection across the entire ledger
Behavioral & Credit Scoring
Alt-data scoring engines with explainable lending decisions and live risk recalibration
AI Debt Recovery
Behavioral debtor segmentation, optimal contact-time prediction, automated negotiation and compliance tracking
Model Training & Fine-Tuning
Supervised, RLHF and domain-adapted LLMs with reproducible MLOps and evaluation harnesses
Vector Knowledge Bases
Embeddings, hybrid retrieval and RAG over private financial corpora for citable, grounded answers
Function-Calling Agents
Agents that take real actions across 800+ banking, ERP, CRM and accounting APIs
Behavioral Prediction
Sequential models forecasting next user actions for churn, propensity and recovery decisions
Bespoke AI Software
Custom AI products of any kind — copilots, autonomous back-office systems, embedded APIs
Engineering, perfomance, safety and reliablity
What we do
AI Tax Accounting & Tax-Authority Integrations
Automated Bookkeeping & Reconciliation
Credit, Behavioral & Propensity Scoring Engines
AI Debt Recovery & Auto-Negotiation Workflows
Auto-Transactions, Auto-Checks & Anomaly Detection
LLM Training, Fine-Tuning & Vectorized Knowledge Bases
Function-Calling Agents over 800+ Business APIs
Bespoke AI Software & Behavioral ML Research
Algorithmic Trading & Quant Tooling — on request, as part of our broader finance toolkit
Our Vision
We see a future where AI transforms every aspect of finance — making it faster, smarter, and more transparent. Our mission is to build the technology that gets us there.
AI-Augmented Finance
We believe AI should handle the complexity of financial operations — calculations, compliance, risk — so professionals can focus on strategy and innovation.
Research-Driven Innovation
We continuously experiment with new ML architectures, publish research, and push boundaries. Every product we build starts in our research lab.
Accessible Technology
Advanced financial tools should not be reserved for large institutions. We build software that makes AI-powered finance accessible to businesses of all sizes.
Humans + AI Together
We don't replace financial professionals — we build tools that amplify their capabilities. AI handles the routine, humans make the decisions.
“We build technology that makes finance smarter. Experiments today become the products of tomorrow.”
— VORCL Team
Why Choose Us?
Key Advantages:
1. Finance-First Applied AI
- Domain expertise in tax, accounting, scoring, debt recovery and compliance — not just generic ML.
2. Science Meets Business
- We approach every project as an applied research problem: hypothesis, dataset, model, evaluation, deployment.
3. Train · Vectorize · Integrate
- We train and fine-tune models, vectorize private knowledge for RAG, and wire them into 800+ APIs.
4. Audit-Grade Engineering
- Encrypted pipelines, evaluation harnesses, observability and regulatory compliance built into every system.
9
team members
75+
successful projects