Code and Trust
Code and Trust: “Custom software development and AI implementation company serving enterprise operations and tech founders.”
How long does AI implementation take?
“Usually 2 to 4 weeks for quick implementations, and longer, up to months, depending on complexity. The work runs in order: workflow audit and ROI mapping, architecture and a fixed-price proposal, build and integration, then testing and production deploy.”
View in the company profileDo we need to replace our current software for AI implementation?
“Usually no. AI layers sit on top of existing systems, reading data from your tools, processing it with AI, and writing outputs back. Rarely requires replacing core infrastructure. If your system has an API or a database we can reach, we can build on top of it.”
View in the company profileWhat if the AI makes mistakes?
“We build human-in-the-loop review steps for any decision with significant downstream consequences: approvals, financial transactions, medical routing. All models are evaluated against your actual data before go-live, with accuracy thresholds agreed upfront. If the model doesn't hit the threshold, we don't deploy.”
View in the company profileHow much does AI implementation cost?
“Most large builds are fixed-price, with a monthly retainer after launch. Builds start from $15,000 and are scoped from the workflow audit, with the price and milestones agreed in writing.”
View in the company profile