End-to-end AI and machine learning engineering.

We build production-ready agentic AI systems, train custom models, and integrate intelligent capabilities into your infrastructure.

Trusted across mission-critical domains

Enterprise Legal & Regulatory
Autonomous Accounting & ERP
Regulated Healthcare Systems
High-Scale Platform Engineering
Financial Data Operations
Knowledge
Reasoning
Execution
The Problem

Most AI tools are black boxes that fail to integrate.

Off-the-shelf wrappers force rigid workflows onto your team. In high-stakes domains, generic models hallucinate court citations, miscalculate statutory clauses, and attempt ledger commits with zero mathematical balance checks.

LEGAL_AI_ERR: Hallucinated precedent • §186 ungrounded
ACCOUNTING_ERR: Σ Debits ≠ Σ Credits • Unbalanced direct commit
Our Solution

Custom pipelines that you own and control.

We build deterministic architectures tailored to your operations—from statutory RAG pipelines with 4-eye human review gates for litigation, to Rust MCP daemons enforcing double-entry invariants with token-gated loopbacks.

LEGAL_AI: pgvector Grounding • 4-Eye Human Gate100% VERIFIED
ACCOUNTING_AI: Rust MCP • Σ Dr == Σ Cr VerifiedBALANCED

Our Solutions

Built for Scale, Designed for Humans

For Enterprise

Vertical AI Systems: Purpose-Built Domain Architectures

Discover how Vertical AI systems deliver industry-specific precision across legal, HR, finance, and e-commerce through domain-tuned architectures and deep software integrations.

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Vertical AI Systems: Purpose-Built Domain Architectures
For Enterprise

RAG Pipeline Deployment

Deploy enterprise RAG pipelines to query private data securely using vector databases, semantic chunking, embedding models, and role-based security controls.

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RAG Pipeline Deployment
For Enterprise

Customized Autonomous Workflows

Customized autonomous workflows eliminate manual operational bottlenecks. We map your internal processes, connect your current software stack, and continuously optimize automated execution.

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Customized Autonomous Workflows

Results

Trusted by the best

Legal AI — Enterprise Multi-Tenant Litigation Intelligence Platform

Legal AI — Enterprise Multi-Tenant Litigation Intelligence Platform

Multi-model legal intelligence engine featuring document OCR entity extraction, pgvector statutory grounding, and a four-eye human-in-the-loop review gate.

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Accounting AI — Deterministic Model Context Protocol (MCP) ERP Engine

Accounting AI — Deterministic Model Context Protocol (MCP) ERP Engine

High-performance Rust MCP daemon connecting LLM reasoning engines to enterprise ERP ledgers with strict double-entry mathematical invariants and token-gated commits.

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Legal AI Agent Deployment

Legal AI Agent Deployment

How a specialized Retrieval-Augmented Generation (RAG) legal agent automated vendor agreement reviews, flagged compliance drift, and eliminated manual contract processing bottlenecks.

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HR AI Agent / Automation

HR AI Agent / Automation

How an autonomous HR AI agent automates candidate resume screening, reduces recruiter evaluation time by 80%, and matches candidates using objective skill criteria.

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HIPAA-Compliant Healthcare CRM

HIPAA-Compliant Healthcare CRM

How we built a HIPAA-compliant healthcare CRM with edge-deployed LLMs, combining automated patient engagement with zero cloud data leakage.

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AI-Based Finance Forecasting Platform

AI-Based Finance Forecasting Platform

Real-time financial forecasting platform using autonomous AI agents. Replaced weeks of manual spreadsheet consolidation with automated ingestion, reconciliation, and time-series modeling.

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E-commerce AI Agent System

E-commerce AI Agent System

How an autonomous AI agent integrated with inventory databases and memory reduced support ticket volumes and recovered dropped checkouts for online retail.

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Ready to transform your operations?

Join the forward-thinking teams using VertApp to automate processes and unlock new capabilities.