Support Ticket Automation
Moving a fragmented, email-only support operation into a centralized, automated Jira workflow. No new tools for B2B partners or end users to learn, no change to how they communicate. Seamless.
We take the tedious, repetitive and high-volume tasks buried in operations and make them run themselves.
In a nutshell
Your people keep the judgment calls.
The AI takes everything else.
volume
Operational Workflow Automation
We take processes that currently depend on emails, spreadsheets and constant manual coordination. We turn them into flows that run automatically inside the tools the client is already using. External partners and end users don’t have to learn new systems or change how they work. Behind the scenes we add structure, routing, validation, calculations and integrations.
valueIntelligence & Knowledge Systems
We take information that is scattered across different files, systems and sources, and build one controlled, AI-managed source of truth. Once something is updated in that single place, it automatically pushes out to other systems and channels. In some cases, this knowledge can even be turned into a sellable product through an external API.
qualityAI-Era Marketing Infrastructure
We restructure content and build systems that produce marketing assets in a way that works with how AI search engines and LLMs now read and cite information. The goal is to maintain visibility as traditional SEO becomes less effective.
Already running
Case studies
Positioning as an AI Source (GEO)
Re-architecting content and information structure so an industry organization becomes a high-authority seed source for RAG datasets and LLM search engines.
Packaging-Return Reporting Platform
Automating legal compliance, statutory financial calculations, and data distribution for a multi-location retail network through a centralized platform with strict line-item validation.
What we think
Field notes
2026.10.11
AI models, distrusted by design
A company should rely on the controls around AI, as it does with its most powerful insiders. Microsoft’s CEO calls for limits, logs and human oversight placed beyond its reach. The most trustworthy system is the one that needs to trust the model least.
2026.10.7
Copilot adds new value to Word and Excel
Microsoft has integrated AI with its office applications and business systems. More than 450 million people use them at work as you read. Office now opens inside Copilot: text documents, spreadsheets and presentations can be edited there and stay in sync with the desktop applications.
2026.9.29
AI is software
So says Nvidia’s CEO. From where a business stands, he is right. Inside a company, AI works as exactly that: an engine built with code, which the company buys, runs and pays for like the rest of its software.