Operating model
Connect intake, records, and handoffsBusiness workflow automation
Automate business workflows with custom software
Connect your CRM, internal tools, and client portals so your team spends less time copying data and chasing handoffs. FRAI designs and builds the software, manages deployment, and supports ongoing improvements. Use AI where the workflow benefits from it.
Operating model
Keep people in control of exceptionsOperating model
Deploy, monitor, and improve the workflow01
Start with one workflow your team repeats every day
Map the current steps, systems, exceptions, and person responsible. Configure existing tools where they fit; build custom software when the process needs integrations, permissions, or logic those tools cannot support. Agree how to measure the result before building.
01
Connect intake, records, and handoffs
A client request can become a CRM record, a task for the right person, and a status update in a portal. We define validation, duplicate handling, and exceptions before connecting the steps. These are examples of scope to assess, not promised outcomes.
02
Keep people in control of exceptions
Use rules for predictable work and assess AI for tasks such as extracting or summarizing information. Define what needs human review, what happens when data is missing, and who can approve an action.
03
Deploy, monitor, and improve the workflow
Agree release checks, access control, logs, backups, and support responsibilities. Compare handling time, rework, or completed handoffs against the starting baseline, then prioritize the next improvement using observed results.
02 — Measured client result
HI Expats processed 64% more qualified leads with almost the same qualification workload
FRAI built and operated the insurance sales workflow. HI Expats kept responsibility for advice and final policy decisions.
Completed policy sales
34 to 57
Qualified leads
176 to 288
Time per qualified lead
16 to 10 minutes
Source: HI Expats internal CRM dashboard. Two consecutive 92-day periods were compared using the same definitions. This is an observational comparison, not a controlled experiment or proof that software alone caused the change.
Read the full method and case study03
When automation needs its own software
If the work depends on CRM data, portals, ecommerce, reporting, integrations, access control, or support, FRAI treats AI as part of a custom software system that can be maintained.
01
Custom software development
Build CRM, portals, dashboards, ecommerce, internal tools, and integrations around the company's process.
02Custom software audit
Review an old repository, fragile deployment, hosting, data, and risk before deciding what can be kept.
03Custom software maintenance
Keep software monitored, updated, documented, backed up, supported, and improved after launch.
04
A capability inside the managed software department
The goal is not to add more tools. The goal is to give your company software that creates order, supports scale, and keeps improving without the cost of building an internal software department.
- 01
Secure hosting, monitoring, and backups
- 02
Audit-friendly documentation and change history
- 03
AI, automation, integrations, and analytics when commercially useful
05 — The operating boundary
AI creates value only when the software around it can be operated
FRAI does not add disconnected AI experiments to fragile systems. We design the workflow, data, access, integrations, monitoring, documentation, and support as one maintainable software responsibility.
Start with the business process. Add AI only where it produces a measurable operational advantage.