Specialized boutique agency engineering chatbots that understand their limitations, show their reasoning, and execute real actions in your systems.
As a specialized firm, we deliver what platforms can't
Full access to your CRM, ERP, inventory, billing—not superficial API calls
Zero hallucinations through architectural enforcement, not prompting
Custom dashboards showing real-time ROI, cost savings, and system performance
You own the code, the IP, and the competitive advantage
Impressive demos, standing ovations
Reality hits, edge cases multiply
Hallucinations, failures, abandoned
LLMs are pattern matchers, not knowledge systems. They generate statistically plausible responses, not factually accurate ones.
We use them for what they're good at: understanding intent and synthesizing information from your actual data.
Beyond conversation - our systems take action, escalate intelligently, and maintain context
Execute Real Operations
My shipment hasn't arrived and I need it by Friday
Let me look up your tracking number. Can you provide your order ID?
Found your package - stuck at Memphis since Tuesday morning. Already contacted FedEx dispatch, rerouted through Nashville hub, and upgraded to priority overnight at no charge. New arrival: Friday 9:47 AM. I'll text you when it's out for delivery.
Proactive Next Steps
The migration script you gave me worked perfectly!
Glad it worked! Let me know if you need anything else
Excellent! 50K records migrated successfully. Your old database still has 12GB of orphaned data eating storage costs ($240/month). Want me to run the cleanup? Also noticed your backup job will fail tonight - it's still pointing to the old schema. I can update that now.
Knows Its Limits
Why is my invoice $3,200 higher than last month?
Your usage increased. You can view the breakdown in your billing dashboard
Found the issue - unusual API spike on Nov 15-18 (47,000 calls vs your normal 2,000). This matches when your dev environment accidentally used production keys. Since this was accidental, I'm connecting you with Maria in billing who has override authority for credits. She'll call within 20 minutes with a resolution.
Every implementation starts with understanding your unique challenges
See Our ProcessNo black boxes. No surprises. Just clear steps to transform your business.
No sales pitch. Just honest technical assessment.
You explain your challenge
We assess technical feasibility
Clear go/no-go recommendation
We build a production-ready capability that proves ROI.
Deep dive into your systems
Build & integrate first capability
Launch with your team
Expand across all use cases with enterprise features.
Build remaining capabilities
Advanced integrations & testing
Training & handoff
90% of clients start with Proof of Value
Low risk, high reward. See real results in 4 weeks.
We integrate seamlessly with your existing infrastructure, regardless of stack
Specialized solutions tailored to your industry's unique challenges
Intelligent product recommendations, inventory management, customer service automation
Risk assessment, fraud detection, personalized financial advisory, compliance automation
Student support, course recommendations, assignment grading, personalized learning paths
Developer assistance, documentation search, automated troubleshooting, onboarding flows
OpenDimension transformed our customer service operations. Response time dropped 90% while satisfaction scores reached all-time highs.
Sarah Chen
Chief Technology Officer
TechCorp Industries
The AI system they built handles 80% of our support tickets automatically. It's like having 50 additional team members working 24/7.
Michael Rodriguez
VP of Operations
RetailPlus Global
Zero hallucinations, complete transparency, and it actually works. This is what enterprise AI implementation should look like.
Emily Watson
Director of Innovation
FinanceHub Solutions
30-minute strategy call. No sales pitch. Just honest technical assessment.