Stop struggling with generic AI that doesn't understand your business. Our team discovers, encodes, and engineers your complete organizational context—then builds custom AI agents that think like your best people.
You've tried the tools. Now you need AI that actually understands your business.
What you've tried: ChatGPT, Claude, Copilot, Custom GPTs
What you got: "To improve customer retention, consider enhancing product quality, improving customer service..."
Generic AI can't see your data, doesn't know your processes, and gives MBA textbook answers to your specific challenges.
Your real intelligence is scattered across:
No AI platform can access this. That's where we come in.
"Can I trust this AI recommendation?"
When AI lacks context, every decision is a guess. You need AI that:
A proven process that transforms scattered knowledge into intelligent AI agents
Our team embeds with yours to understand your business deeply. We map every system, document processes, interview experts, and identify all knowledge sources—both internal and external.
We encode your organizational knowledge into a comprehensive context layer. This isn't just data integration—it's building a digital twin of your business intelligence.
We build custom AI agents designed for your specific use cases, pre-loaded with your complete context. These aren't chatbots—they're AI colleagues that understand your business.
See how complete context transforms AI from toy to tool
A global manufacturer struggled with quality issues across 12 plants. Generic AI gave textbook suggestions.
Our Solution: We discovered their quality patterns were hidden across maintenance logs, weather data, supplier records, and shift reports. Our AI agents now predict quality issues 72 hours in advance with 87% accuracy.
A regional bank's risk models missed crucial local factors that generic AI couldn't understand.
Our Solution: We encoded 20 years of local market knowledge, regulatory patterns, and relationship data. Their custom risk agent identified $4.2M in prevented losses in the first quarter.
A hospital network couldn't get AI to understand their complex patient flow dynamics.
Our Solution: We mapped relationships between staffing, equipment, patient acuity, and external factors. Their AI agents now optimize flow in real-time, improving throughput by 3.5x.
End-to-end context engineering and AI development
We discover and document every piece of knowledge that drives your business—from systems to tribal knowledge.
We build a comprehensive context layer that connects all your knowledge into an intelligent, queryable system.
Purpose-built AI agents that understand your business context and deliver specific, actionable intelligence.
Detailed documentation of your knowledge architecture, agent capabilities, and operational procedures.
Ongoing support to expand context, add new agents, and ensure your AI evolves with your business.
From first conversation to deployed intelligence in 16-20 weeks
We meet with your leadership to understand your AI challenges, business context, and specific use cases. This isn't a sales pitch—it's a working session to determine if we're the right fit.
Our team conducts a rapid assessment of your knowledge landscape, identifying key systems, processes, and opportunities. You'll receive a detailed roadmap and ROI projection.
We embed with your team to discover, map, and encode your complete organizational context. This includes system integration, process documentation, and knowledge graph construction.
We build and test your custom AI agents, ensuring they deliver accurate, contextual intelligence. Your team is involved throughout to ensure the agents meet your exact needs.
We deploy your AI agents, train your team, and ensure smooth adoption. You'll have AI that actually understands your business and delivers real value from day one.
Stop fighting with generic AI. Let's build intelligence that works.
Next available engagement starts in 6 weeks. We take on 3-4 clients per quarter to ensure deep, quality work.