Custom software engineering, AI-native digital products, and AI agents for business and government processes — delivered by senior teams who ship to production and stay accountable for the outcomes.
Most organizations buy SaaS for the boring parts and end up building the strategic parts themselves — badly, late, and at twice the cost. Our engineering practice takes ownership of those strategic 20%: the custom systems that don't fit any vendor's roadmap but define how the business actually runs.
SaaS commoditizes operations. Real differentiation lives in the systems you own and control end-to-end.
Retrofitting AI on a legacy product is expensive and brittle. Greenfield AI-native products start with the right architecture.
Permits, approvals, classifications, status updates — workflow agents that handle structured work with audit trails.
Government and enterprise procurement requires audit trail, role-based access, defensible SLAs — built in, not bolted on.
Discovery, architecture, and lead engineering run by senior people. We don't pitch with partners and deliver with juniors.
Every engagement ends with running software, not slide decks. Operations and ongoing support included where needed.
Every engagement — custom product, AI-native build, or agent program — follows the same shape. The shape protects timelines, surface risk early, and keeps commercials transparent.
60–90 min working session. We map the current process, the stakeholders, and the real failure modes — not the org chart.
System architecture, data model, integration map, AI scope, security and compliance footprint — in writing, with assumptions explicit.
Cross-functional team builds in 2-week iterations against agreed KPIs. Senior reviews on every commit; production-grade from week one.
We operate jointly with your team, then transition ownership on a clear schedule. No surprise lock-in; full source, documentation, and runbooks.
Engagements run independently or in combination — discovery is shared, delivery is scoped per stream. All four streams operate under the same engineering practice and senior governance.
End-to-end product engineering: discovery, architecture, build, and operate. From new digital products to operational systems that connect what your business already runs on.
Greenfield products built around AI from day one — not retrofitted. Evaluation, scoping, rapid productization, and the architecture that makes AI part of the core, not a feature flag.
Workflow agents that handle structured operations across CRM, ERP, and core systems — with human handoffs where they matter. Built for predictable, auditable, repeatable work.
Compliance-grade agents for permits, enforcement, citizen services, and inter-agency processes. Role-based access, full audit trail, defensible SLAs — built for public-sector procurement.
Pricing for NUMU Services is fixed-fee where scope is defined, and time-and-materials where ongoing operation is the deliverable. Shared in writing after a discovery session.
A working session with our senior engineers and architects to understand the problem.
Defined scope, fixed price, measurable outcome — a working production deliverable at the end.
A senior cross-functional team embedded with yours — for sustained product evolution and operation.
A multi-country distributor needed an operating system that crossed sales, merchandising, field-rep activity, distributor management, and trade-marketing workflows — with deep integration into their ERP and HRIS. NUMU's engineering team designed, built, and operated the platform across regions, replacing 7 fragmented systems with one source of truth.
A working session with our engineering practice to understand the problem, sketch an architecture, and outline a fixed-fee path to production. Reference walk-throughs from comparable engagements available under NDA.