Enterprise AI Development
That Actually Ships.
We build AI software, LLM integrations, and custom AI workflows for enterprises that need production systems — not demos. Claude, Gemini, and custom AI pipelines built into your actual stack.


Autonomous Legal Triage
For Case Compass, we engineered a proprietary lead scoring engine leveraging Google Gemini to revolutionize how plaintiff firms handle intake.
Most firms are drowning in unstructured data—medical records, police reports, and intake forms—that traditional software can't parse. Our system autonomously reads and scores these documents in real-time, accelerating attorney triage and surfacing high-value torts instantly.
"We're doing what 99% of plaintiff firms cannot: turning a backlog of disparate intake submissions and random data into actionable, structured assets."
Our AI Integration ServicesREJECTED
While others are letting LLMs hallucinate entire codebases based on "vibes," we're busy fixing them. We inherit projects every month that looked great in a demo but collapsed in production.
Enterprise AI Development vs. Off-the-Shelf AI Tools
Your organization has unique constraints, data, and goals. Generic AI tools aren't custom AI software — and the difference shows in production.
General AI
- Generic functionality
- Public data training
- Black-box security
Enterprise-Grade Solutions
Custom-built for your specific operational needs.
Purpose
Solve complex, specific business challenges and scale operations.
Data Integration
Deeply integrated with internal ERP, CRM, and data lakes.
Security & Compliance
Built for GDPR, HIPAA, SOC2 with RBAC and VPC deployment.
ROI Focus
Designed for measurable business outcomes and operational efficiency.
Our Methodology
Nail It, Then Scale It
We don't treat AI as a science experiment. We treat it as engineering.
Discovery & Audit
We analyze your existing data infrastructure and pinpoint high-value use cases that offer immediate ROI.
Governance Framework
Establishing ethical guardrails, data privacy standards, and compliance protocols before a single line of code is written.
Data Foundation
Cleaning, structuring, and piping your proprietary data to secure vector databases and training pipelines.
Model Selection
Choosing the right mix of open-source (Llama, Mistral) and proprietary (GPT-4, Claude) models for your specific needs.
Pilot to Production
Rapid prototyping followed by robust deployment with CI/CD, monitoring, and automated retraining loops.
Talent & Handoff
We don't just build; we train your team to manage, maintain, and extend the system long after we leave.
AI Software Development in Practice
How enterprise AI development translates to real operational outcomes — across industries and use cases.
Predictive Maintenance
Analyze sensor data to predict equipment failure before it happens, reducing downtime in manufacturing and logistics.
Intelligent Search (RAG)
Turn your internal documentation and knowledge base into an interactive, verifiable answer engine for employees.
Automated Compliance
Real-time scanning of communications and documents to flag regulatory risks and policy violations.
Customer Personalization
Hyper-personalized recommendations and dynamic content generation based on real-time user behavior.

Our dedicated AI readiness practice — built specifically for enterprises that need Claude to work in the real world, not just in demos.
Conduit handles the hard part: the data infrastructure, the MCP integrations that connect Claude to your actual systems, and the workflow engineering that makes AI a production asset — not a pilot project collecting dust.
Data Foundation
Audits, pipelines, schema design
MCP Development
Claude ↔ your CRM, ERP, databases
Enterprise Analytics
Semantic layers humans & AI can query
Workflow Integration
Production-ready, not a POC
Claude-Native by Design
Anthropic ecosystem specialists
Real data. Real integrations.
MCP servers that connect Claude to your actual systems — not wrappers, not demos.
Regulated-industry ready.
Legal, financial services, and ops-heavy enterprises are our home turf.
No POCs. No hand-holding.
We deliver production systems. If you need a slide deck, we're not the right fit.
Ready to Build Enterprise AI That Works?
Get a tailored enterprise AI implementation strategy to accelerate your adoption without the risk.