Most AI projects fail
before production.
Not with DOOR3.
83% of enterprise AI projects never reach production. The pattern is always the same: data scattered across systems, legacy infrastructure that predates APIs, and vendors selling strategies built on unrealistic outcomes.
You don't need another firm selling AI dreams.
You need a partner who builds on what you actually have.
Comprehensive AI solutions: From assessment to production
AI Pathfinder Assessment
Quickly create a pragmatic roadmap to AI value that prioritizes your highest impact opportunities while respecting your cultural, data, and other business constraints. From ideas to momentum in 8 weeks flat.
Agentic AI
Agents autonomously handle complex tasks that previously required highly skilled knowledge workers or data operators. They can handle exceptions, make conceptual decisions, and come back do human supervisors with ideas, options, and approval requests.
Organizations we’ve helped clean & leverage their data
Know before you commit
Five phases to evaluate your AI readiness, identify high-impact use cases, and build a strategy worth executing.
AI Discovery Guide
We build AI that works in your reality
Pragmatic Approach
We start with what you actually have, not what a consultant wishes you had.
Whether you’re running:
Enterprise systems
- Duck Creek
- Guidewire
- SAP
- Oracle
Homegrown platforms
- Custom-built production planning
- Scheduling
- ERP
Legacy but critical systems
- FoxPro
- Mainframes
- DOS-based tools
Vibe or AI coded systems
- Systems that “vibe coded” their way to 250 employees, and now hit the ceiling
Business-first approach
Every AI recommendation maps to measurable business impact.
Cost reduction
- ~60% faster claims processing (Insurance)
- ~40% less document review time (Legal)
- ~35% reduction in unplanned downtime (Manufacturing)
Revenue growth
- Process more orders without adding headcount
- Win business competitors can’t handle
- Scale operations without proportional cost increase
Risk mitigation
- Catch fraud before payout
- Detect quality issues before shipping
- Automate regulatory compliance
End-to-end execution
Strategy → Build → Deploy → Optimize. We don’t deliver a deck and disappear.
AI Pathfinder Assessment
- Fast, structured data, ai, and business assessment
Implementation
- Custom AI development
- Legacy integration
- Production deployment
Continuous Improvement
- AI Model monitoring
- Performance optimization
- Scale to new use cases
How we start:
The AI Pathfinder
The 6-phase diagnostic for companies serious about AI.
Map your workflows, score your highest-impact opportunities, and leave with a prioritized roadmap and financial model your leadership can act on.
Deliverables:
- Current state audit
- Use case portfolio
- Technical roadmap
- 3-year financial model
Built for:
- $10M–$500M+ revenue
- Legacy & homegrown systems
- Teams stuck in pilot purgatory
AI built for industries, where the stakes are too high to guess.
Most AI fails in production because it wasn’t built for your industry’s regulatory, legacy, and operational realities. We’ve spent 20+ years building the enterprise systems you run your business on. That’s the difference.
AI Pathfinder for Insurance
AI built for your actual environment, not a demo. We map opportunities across claims, underwriting, and core ops, integrated with Duck Creek, Guidewire, and legacy systems.
See the Pathfinder for insurance
AI Pathfinder for Legal
AI that respects the confidentiality, precision, and liability standards legal work demands. We map your highest-value opportunities across document review, contract analysis, and workflow automation.
Start with AI Pathfinder for Legal
AI Pathfinder for Manufacturing
AI that works on the floor, not just in a pitch deck. We map opportunities across quality detection, predictive maintenance, and production planning, integrated with your ERP and MES.
See the Manufacturing PathfinderSuccess story: Boon.ai
Challenge
Boon.ai offers a first-class predictive signals engine, and sought to reposition their product as an AI-first solution by creating the only “multi-signal, multi-agent” go-to-market copilot. Boon.ai partnered with DOOR3 to reinvigorate the user experience with cutting edge AI integrations.
DOOR3 Solution
We developed a transformative solution that boldly departs from typical SaaS interfaces, offering a uniquely intuitive interface. We prioritized a user experience instilled with the richness of AI that also provides comprehensive guidance to users. Ultimately, we built a truly intelligent application that presents a wide array of powerful features in a refreshingly usable design.
Boon.ai Dashboard
“DOOR3 exceeds expectations in terms of innovation and the professional process they use to deliver results.”
Guy Mounier, CEO, Aptivio
Structure and alignment
Assess your current capabilities, identify your highest-value opportunities, and uncover what's standing in the way, before you commit to anything.
AI Readiness Checklist
AI expertise where compliance and accuracy matter most
We build AI systems for industries where getting it wrong isn't an option. Our approach combines technical depth with regulatory expertise and decades of domain knowledge.
Insurance
AI designed for complex insurance operations.
We help insurers modernize claims, underwriting, and core systems with AI that improves decisioning, reduces operational friction, and works within legacy and regulated environments.
Legal
AI built for the realities of legal work.
We design secure, compliant AI solutions that reduce manual effort, improve document intelligence, and modernize legal operations — without compromising confidentiality or professional standards.
