01
AI Assistants & Copilots
Help users search, summarize, draft, recommend or complete tasks without leaving your product.
AI PRODUCT DEVELOPMENT & INTEGRATIONS
Add AI features that actually do the work.
We build AI assistants, knowledge search, workflow automation and model integrations inside SaaS products and business applications.
AI Assistants
Knowledge Search
Automation
AI Integrations
WHAT WE BUILD
Practical AI features for real products.
From answering questions with your own data to automating repetitive tasks, we build AI around a clear job — not around hype.
02
DOCS
AI
ANSWER
AI Knowledge Search
Let users ask questions across your documents, help center, policies or internal business knowledge.
03
REQUEST
AI
ACTION
AI Workflow Automation
Automatically classify requests, extract information, create summaries, route work or trigger the next action.
04
APP
API
AI
AI API Integrations
Add OpenAI, Claude or other AI models to an existing product without rebuilding the whole application.
FROM RESPONSE TO ACTION
Turn AI responses into real actions.
AI can do more than generate text. We connect it to your data and workflows so it can understand a request, use the right information and trigger the next step.
AI WORKFLOW
ACTIVE
01
Request
User or system
→
02
Find Context
Data + knowledge
→
03
Decide
Generate or classify
→
04
Take Action
Update or trigger
Business data connected
Human review where needed
BUILT FOR REAL USE
Reliable AI needs more than an API key.
Connecting a model is easy. Making the feature useful, predictable and safe enough for real users is the important part.
Right Context
Give AI the documents, records or data it actually needs for the task.
Rules & Checks
Validate important outputs and control what the system is allowed to do.
Predictable Results
Return clean, structured information your application can reliably use.
Fallback & Monitoring
Track failures and send uncertain cases for human review when needed.
CONNECT YOUR EXISTING TOOLS
AI should work with the tools you already use.
Connect AI to your CRM, database, email, documents, support tools and existing application so it can work with real business information instead of operating alone.
AI
CORE
CRM
DATABASE
EMAIL
DOCUMENTS
APIs
PRODUCT
HOW WE WORK
Start with the use case. Then choose the AI.
Define
Identify the user problem, workflow and what the AI should actually help with.
Test
Test models, prompts, business data and the quality of the expected result.
Integrate
Connect AI to your product, backend, database and business workflows.
Improve
Monitor results, failures and usage and improve the feature after launch.
COMMON QUESTIONS
Before we add AI.
Questions about adding AI to existing products, using your own data and automating real workflows.
Can you add AI to an existing SaaS or web application? +
Yes. In many cases we can add AI features to the product you already have without rebuilding the entire application.
Do you work with OpenAI and Claude? +
Yes. We can integrate OpenAI, Claude and other suitable AI services depending on what the feature needs to do.
Can AI use our own documents or business data? +
Yes. We can connect AI to suitable documents, databases and business knowledge so answers are based on information relevant to your company.
Can AI automate actions instead of only answering questions? +
Yes. AI can classify requests, extract information, create summaries, update systems, route work or trigger other actions with checks and human review where needed.
SELECTED WORK
Want to see what we’ve built?
Explore recent SaaS, web application, AI and digital growth work in our portfolio.