Your most valuable processes don't fit a template. Neither does our approach.
When a process spans multiple systems, carries real compliance weight, or has logic an off-the-shelf tool can't handle, we design and build an agent around it. If a person does it repeatedly and systematically, we can automate it.
Standard tools fail at real complexity
Most automation platforms break on the things that matter: conditional logic, compliance constraints, and orchestration across systems that were never built to talk to each other. Most AI pilots never reach production, and the blocker is almost never the model. It is integrating it into a real, fragmented workflow. Custom architecture solves that at the design stage.
What "custom" actually means
Two real orchestrations no standard product delivers, each built to the client's exact process and systems.
Specialty finance, portfolio monitoring
An agent monitors a loan portfolio, flags accounts that meet your delinquency criteria, runs a multi-channel outreach sequence, logs every interaction, updates the servicing system, escalates to a human collector at configured thresholds, and generates a daily exception report. No standard product does all of that. A custom workflow does.
Professional services, project orchestration
An agent monitors milestone completion across ten active engagements, triggers client status communications on schedule, routes approval requests to the right person, tracks outstanding deliverables, and alerts leadership when any project is at risk of missing a deadline. Built to their exact process, project system, and escalation logic.
Built for the constraints standard tools can't handle
Custom architecture exists for the processes that defeat off-the-shelf automation.
Multi-system orchestration
Connects your CRM, ERP, accounting platform, communication tools, and legacy systems into a single orchestrated process. No rip and replace.
Conditional business logic
Applies your specific rules, decision trees, and escalation criteria at every step, handling exceptions the way your team would.
Compliance built in
Regulatory constraints embedded by design: data handling, audit trails, escalation documentation, and reporting to your environment.
Multi-stakeholder coordination
Routes tasks to the right person, tracks completion, sends reminders, and escalates overdue items across every approval layer.
Handles real complexity
Built for the process depth, conditional logic, and multi-system orchestration that standard automation platforms fail at.
Built, not configured
Scoped, architected, and delivered by CXO engineers with direct experience in financial operations and enterprise integration.
Scoped before it's built
You know exactly what you are getting and what it will return before committing to the build.
Process Intelligence Assessment
A scoped, paid discovery session. We map your workflow and identify the automation architecture required.
Build specification
You get a build spec with ROI projections before any build begins. Scope and outcomes are agreed first.
Build and integrate
CXO engineers build and integrate the system across your CRM, ERP, and legacy tools.
Deploy
A production-grade system goes live, typically in four to ten weeks. Not a pilot, not a proof of concept.
Built for complex, high-volume processes
Especially where standard tools have already been tried and hit a wall.
Alternative lenders and specialty finance
Portfolio monitoring, multi-channel collections orchestration, loan servicing, investor reporting, and compliance documentation built to your regulatory environment.
Equipment leasing and factoring
End-to-end lease lifecycle, multi-step credit approval, document collection and validation, and payment orchestration across legacy and modern systems.
Professional services
Engagement management, multi-stakeholder approvals, client communication orchestration, billing pipelines, and matter lifecycle tracking built to your operating model.
Financial services back-office
Custom reconciliation, multi-system data validation, regulatory reporting, and exception management for your specific compliance requirements.
Multi-location and multi-entity
Standardized execution across every location and entity, same logic, compliance, and reporting, regardless of organizational complexity.
Anything standard tools couldn't automate
If you have tried automation before and hit a wall, the problem was almost certainly architecture, not technology.
Runs on the same operating layer as every CXO system
Custom workflows are built on CXO Axon, the same operating layer behind every CXO system: conversational intelligence, multi-step orchestration, enterprise data connectivity, exception handling, and reporting. The difference is the architecture, your workflow, your rules, your systems, designed from the ground up.
Where many custom builds start
Financial Back-Office Automation
AP, AR, reconciliations, and reporting handled by agents that work around the clock.
Explore →Reporting & Intelligence Automation
Dashboards and reports that assemble themselves, real-time visibility without the manual pulls.
Explore →Collections & AR Automation
Recover receivables faster with consistent follow-up that never forgets a payment.
Explore →Start with a Process Intelligence Assessment.
In a scoped discovery engagement we map your highest-complexity workflow, identify the architecture, and deliver a build specification with ROI projections, before you commit to anything. Most clients leave the first session with three to five processes worth automating.
Book a discovery call →