Reference - Glossary
Plain definitions of the terms we use when we talk about software platforms, technical debt, and the structural problems that erode profitability.
- Post-PMF SaaS
- A software-as-a-service company that has achieved product-market fit and is now scaling. Post-PMF companies have validated demand and are growing, but the platform that got them to that point was built for a fraction of the current load. The stress of success is the defining challenge: the architecture, the cost structure, and the delivery system were not designed for the business they are now running.
- Technical Debt
- The accumulated cost of shortcuts, deferred maintenance, and architectural decisions that made sense at the time but now slow delivery, inflate operating costs, and increase fragility. Technical debt is not a moral failing. It is the predictable result of building fast under real constraints. The problem is not that it exists; it is that most leadership teams cannot see it, measure it, or act on it until it becomes a crisis.
- Delivery Velocity
- The rate at which a software team can move a change from idea to production. Delivery velocity is one of the strongest predictors of a software company's financial performance and customer satisfaction. When velocity slows, it is almost always a structural problem: accumulated debt in the codebase, fragility in the deployment pipeline, or a team spending more time on incidents than on new work. Measuring and improving it is a financial intervention, not just an engineering one.
- Systemic Risk Diagnostics
- A structured assessment of the full software delivery operation: the codebase, the architecture, the infrastructure, the deployment pipeline, and the team's delivery patterns. The output is a ranked picture of the fragility and structural blind spots eroding margins and creating valuation risk, expressed in financial and operational terms leadership can act on.
- Platform De-risking
- Phased remediation of the structural fragility inside a software platform that causes outages, slows delivery, and creates valuation risk. De-risking is sequenced to keep the business running while the structural work happens underneath it. Each fix is designed to compound the next, so the platform becomes progressively more stable and cheaper to operate without a disruptive cutover.
- Cost Structure Alignment
- The process of diagnosing where the unit economics of a software platform drifted as the business scaled, then correcting them. Infrastructure costs that were appropriate at one level of usage often become the largest line item on the P&L at ten times that load. The architecture compounds the problem: systems designed for a fraction of the current load require more compute, more coordination, and more operational overhead to do the same work. Alignment involves right-sizing infrastructure, retiring unused systems, re-architecting the components where the cost structure is structurally broken, and restructuring the delivery operation so costs track with value delivered.
- Exit Readiness
- The state of a software platform when it can withstand a buyer's technical diligence process without compressing the multiple. Exit readiness means the platform's costs, fragility, security posture, and documentation are in a condition that supports the valuation narrative rather than undermining it. It is achieved through targeted remediation before the diligence process begins, not during it.
- Platform Knowledge Recovery
- The process of reverse engineering a software system's actual behavior, recovering critical knowledge buried in legacy code or undocumented systems, and giving the organization a clear picture of what it owns and how it runs. Knowledge recovery is most urgent when key engineers have left, when a system needs to change and nobody fully understands it, or when a buyer's diligence team is about to ask questions the team cannot answer.
- Platform Commercialization
- The process of closing the gap between an internal-use software platform and a commercial-grade product. Internal tools are built for a known user base with a known support structure. Commercial products must meet a higher bar for reliability, security posture, operational maturity, and documentation. Commercialization is not a rewrite. It is targeted remediation of the specific gaps that prevent the platform from being sold or licensed externally.
- Embedded Remediation
- An engagement model in which a specialized team works inside the client organization alongside the existing engineering team, rather than advising from the outside. Embedded remediation means getting into the codebase, the architecture, and the delivery system, diagnosing what is leaking value, and fixing it while the business keeps running. The engagement is designed to end: the client team owns everything that is built or changed.
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