Associations & membership organizations
Association Operations Platform
Operational platform & custom portals
Four authenticated applications, a public API, Cloud Run services, BigQuery records, data ingestion and an integrated email layer.
LIRA Development
We design, build and deploy custom software around your people, processes and existing systems. From the applications they work in to the APIs, data and cloud services behind them.
A WORKSPACE BUILT AROUND THE PROCESS
| Work item / source | Status | Owner | Available actions | |
|---|---|---|---|---|
| Services accrualSeptember close · $1,250.00 | Ready | AL | ||
| Invoice varianceSupplier account · $840.00 difference | Needs input | JM | ||
| Renewal exceptionAccount services · 2 checks complete | In review | SK | ||
| Missing source filesClient engagement · 3 files outstanding | Needs input | AL | ||
| Payment without referenceReceipts · $2,450.00 | In review | JM | ||
| Monthly service packOperations · 8 records validated | Ready | SK | ||
| Access requestMember services · role change | Ready | AL |
Source records validated
Business rules applied
Output prepared for review
Balanced draft · 2 lines · source evidence linked
const item =
await loadWorkItem(id);
const context =
await gatherSources(item);
await validate(context);
const output =
await runAction({
item, context,
action: "prepare"
});
await recordHistory(output);
return nextStep(output);The business, the people and the problem.
Design, develop, integrate and test.
Release, document and hand over.
Support the software as your needs change.
Your team keeps work moving with spreadsheets, email and manual handoffs. When those workarounds become the process, custom software can give people a clearer way to act.
We develop the applications people work in and the connections behind them. Each build fits your process, from the first request through review, handoff and a useful output.
Custom workspaces for managing requests, resolving exceptions and completing the next step.
Explore this areaConnect APIs and existing systems so records, decisions and handoffs move with the work.
Explore this areaOne example: a connected sales-to-delivery handoff.
portal.proposal.acceptedA client accepts a proposal in a custom portal. The agreed scope, contacts and dates become structured input for delivery.

We carry the work from requirements and code through testing, deployment and ongoing improvement. Deep business experience shapes the details: who takes action, what needs review and what gets handed over. We build across Microsoft, Azure and Google environments to fit your existing systems.
Build AI into the process to prepare work, check information and support action, with evaluation and human review.
Explore this areaCustom tools for reconciliations, planning and close: resolve exceptions and produce reviewed journal-entry outputs.
Explore this areaCustom platforms, applications and agent systems. Explore the interfaces, APIs, data and cloud infrastructure behind each build.
Associations & membership organizations
Operational platform & custom portals
Four authenticated applications, a public API, Cloud Run services, BigQuery records, data ingestion and an integrated email layer.
Consulting & professional services firms
AI-supported multi-client workflow
A productivity system for a consulting agency managing multiple clients, turning evolving communications into owned issues, next actions and follow-through.
Mid-market finance & accounting
Two custom Azure builds, with different interfaces and execution models.
Custom accounting web application
A custom web application for AP, AR and month-end close, bringing connected systems, supporting evidence and the next action into the operator's workflow.
Explore the buildMulti-agent system accessed through Teams
A Teams-invoked orchestration agent coordinates specialized finance agents, connected business services and evidence-backed outputs.
Explore the buildWe build the software people use to move work forward. Firsthand business experience helps us understand what that software needs to do.

Former global technology CFO.
Full stack developer.
Raymond brings decades in the technology industry to hands-on software development and AI at scale. His experience connects executive responsibility for business performance with the architecture, code and deployment needed to build the systems behind it.
Business processes all depend on clear responsibilities, connected information and reliable handoffs. That understanding shapes how he designs software.
A graduate of MIT Schwarzman College of Computing program, Raymond is certified in agentic AI strategy and development.
Who can approve a request? What happens when information is missing? What must the next person receive? Those operating decisions become permissions, state transitions and business rules in the application.
WORKFLOWS / DOMAIN LOGIC / CONTROLSThe interface is one part of the system. We connect it to APIs, databases, integrations and identity, with cloud services behind the work. Microsoft Azure and Google Cloud are both part of the practice.
APPLICATIONS / APIs / DATA / CLOUDDevelopment continues through testing, release and handover. GitHub keeps the code and changes organized; deployment configuration and operating guidance help the software stay useful as the business evolves.
GITHUB / TESTING / DEPLOYMENTTell us where work gets stuck, what your team needs to do and which systems are involved. We can discuss a custom build that fits.