Services
AI-Assisted Operations
We put AI inside real workflows, not only in a chat window. AI helps build systems faster and handle messy data; deterministic scripts run the repeatable work in production; people approve what matters.
Where AI helps
- Document understanding and data extraction
- Product-data normalization and controlled matching
- Source-assisted specification enrichment
- Exception analysis
- Preparing and revising code, followed by tests and review
How the work is split
AI can help prepare the tools. Scripts carry out the agreed rules, and a person approves changes to business data.
Proven in
Project status — which tools are in daily use, tested, in progress or designed.
Questions
- Does AI make business decisions in these workflows?
- No. Pricing, purchasing, approvals, exceptions and final accountability stay with people.
- Does AI run your production systems?
- Not necessarily. In our website catalog work, AI was used to build the pipeline; the production runs themselves are deterministic scripts, and every write is released by a person.
Which task takes too much time?
Tell us how your team does it today and which software and files are involved. We can work through where a tool or a different process would help.
Discuss Your Project