Connect your company knowledge, data, systems, models, and agents so AI can reason with the right context, take action, and work across your business.
Build Your Intelligence Layer →Turn disconnected AI into connected intelligence.
Make company knowledge usable
Give people and agents trusted access to the knowledge and context spread across your business.
Connect AI to action
Let agents work across systems, use tools, and take action instead of stopping at an answer.
Scale with control
Build permissions, governance, evaluation, and observability into how AI operates.
AI everywhere does not add up to an AI‑powered business.
Most organizations already have AI tools, data, and valuable company knowledge. The problem is that they live in different places and rarely work together.
An Intelligence Layer connects those pieces so AI can understand your business, access trusted context, and work across the systems where work actually happens.
From company knowledge to coordinated action.
With the right Intelligence Layer, you can:
How we build an Intelligence Layer around your business.
Map
Identify the workflows, knowledge, data, systems, and AI opportunities that matter most.
Connect
Give AI governed access to the context and systems required to do real work.
Orchestrate
Bring together the right models, agents, tools, and workflows around each use case.
Scale
Expand what works with evaluation, observability, governance, and continuous improvement built in.
Bring in the capabilities your Intelligence Layer needs.
An Intelligence Layer can connect several AI capabilities into one architecture. Each can also stand alone based on what your business needs.
Data Modernization
Give AI a trusted data foundation.
Modernize and connect the data needed to ground AI in accurate, accessible business context.
Explore Data Modernization →Model Fine-Tuning & Optimization
Use the right intelligence for the job.
Fine-tune models around your domain and optimize your model portfolio for performance, economics, and control.
Explore Model Fine-Tuning & Optimization →Agentic Automation
Turn intelligence into action.
Reimagine workflows and build agents that can reason across context, use your systems, and get work done.
Explore Agentic Automation →Built for your environment. Owned by you.
We architect your Intelligence Layer around your data, cloud, security requirements, and technology ecosystem.
Our teams work across Anthropic, OpenAI, Google, Databricks, open models, and the rest of your existing stack to select the right technology for the job.
No forced model. No one-size-fits-all platform. An architecture designed around how your business needs AI to work.
AI is all we do.
HatchWorks AI combines senior, forward-deployed AI experts with GenDD, our AI-Driven Development methodology, to turn complex AI architecture into production systems.
We work inside your environment, build around your business context, and stay accountable for what gets delivered.
Connect AI to the way your business actually works.
Build an Intelligence Layer grounded in your knowledge, connected to your systems, and ready to turn AI into action.