Systems Engineering

Custom Architecture

Engineer efficiency into the core of your business.

We build the high-fidelity engineering requirements to automate manual executive-level work—from complex document workflows to multi-portal management. We architect the systems that allow your best talent to focus on high-stakes decision-making. Give us your most broken process; we'll return it fully automated.

For mid-market firms, PE/VC, and enterprise
Developer writing code - representing technical engineering and automation

Our Phased Approach

A systematic methodology that eliminates risk at every step.

1

The Pilot

Risk Removal

We build the end-to-end automation for your top 3–5 high-impact use cases.

  • Prove the technical logic and feasibility
  • Identify data requirements
  • Establish success metrics
  • If ROI cannot be proven, the engagement ends here
2

Implementation & Rollout

Full-Scale Deployment

Scaling the Pilot logic across the entire organization.

  • Ensure automation is robust for every department
  • User training and documentation
  • Integration with existing systems
  • Change management support
3

Infrastructure Tail

Managed Support

Mandatory ongoing maintenance to ensure your agents never stop performing.

  • Server costs included
  • LLM token management
  • 24/7 system monitoring
  • Scraper reliability updates

What We Build

Document automation workflow

Document Intelligence Agents

Automated spec-reading, RFP parsing, contract analysis, and data extraction from complex PDFs. Turn 200-page documents into structured data in seconds.

Multi-System Orchestration

Seamless data flow between ERPs, CRMs, portals, and internal tools. Eliminate manual data entry and synchronization across your tech stack.

Decision Automation Systems

Intelligent routing, approval workflows, and exception handling. Let AI handle the routine so your team can focus on judgment calls.

Customer Operations Agents

Automated support triage, response drafting, and knowledge base maintenance. Scale customer success without scaling headcount.

AI systems architecture visualization

Common Use Cases

Examples of where custom architecture creates leverage.

RFP & Bid Automation

Auto-generate compliant proposal responses from your knowledge base.

Contract Review & Analysis

Extract key terms, flag risks, and compare against standard templates.

Multi-Portal Data Sync

Keep data consistent across CRMs, ERPs, and external platforms.

Invoice Processing

Capture, validate, and route invoices with intelligent OCR and matching.

Compliance Monitoring

Continuously scan operations for regulatory requirements and deviations.

Vendor Management

Automate onboarding, performance tracking, and renewal workflows.

Report Generation

Build dynamic reports from multiple data sources on demand.

Customer Onboarding

Orchestrate welcome sequences, document collection, and setup tasks.

Email Triage & Routing

Classify inbound communications and assign to appropriate teams.

Data Migration

Transform and transfer records between legacy and modern systems.

Quality Assurance

Validate outputs against specifications before delivery or shipment.

Inventory Management

Predict demand, trigger reorders, and optimize stock levels.

Give us your most broken process.

We will return it to you fully automated. Let's discuss your firm's architecture.

Book an Architecture Briefing