How to Build an AI Lead Scoring System in 2026
Firmographic fit, behavioural signals and intent data combined into a model that routes high-probability buyers to sales automatically.
Read article →Web apps, SaaS platforms, dashboards and internal systems engineered for reliability. Delivered by Dev4ager via Koldconvert across the full lifecycle: discovery, design, build and maintenance.
Custom software and platform development is the process of designing and building digital products, web applications and internal systems to specification rather than adapting off-the-shelf tools. It covers everything from SaaS products and marketplaces to operations dashboards and enterprise backends. The output is purpose-built software owned entirely by the client, aligned precisely to the business logic, user roles and performance requirements of their organisation.
Founders who have validated demand and need to build a production-grade product that can support paying customers, handle growth and attract further investment. We take you from wireframes to live product with full infrastructure ownership.
Product teams that need additional engineering capacity to accelerate a roadmap, tackle technical debt or build a specific high-complexity feature without growing the permanent headcount permanently.
Operations-heavy businesses replacing spreadsheets, legacy tools or manual workflows with purpose-built internal systems. The ROI is in hours saved and errors eliminated per week.
Larger organisations migrating from outdated software to modern, maintainable architecture. We handle the audit, refactor and migration plan so the transition does not disrupt live operations.
Customer-facing platforms, SaaS products, marketplaces and portals. Built for reliability, performance and scale from day one.
iOS and Android apps. Consumer apps, B2B tools and companion apps for existing platforms, using React Native for cross-platform efficiency.
Databases, backend APIs, cloud infrastructure and DevOps pipelines. The architecture your product runs on, engineered to scale without firefighting.
Operations portals, reporting dashboards, admin systems and internal workflow tools built for your team's exact process, not a generic template.
Most software agencies build what you specify and stop. The Koldconvert Scalable Build Framework starts from business outcome, not technical specification. We begin every engagement by defining what the software needs to achieve at 10x current scale, then architect backwards from that constraint rather than forwards from current requirements. Architecture decisions, database schemas and API contracts are treated as durable assets, not temporary scaffolding. The framework mandates that observability, testing coverage and documentation reach production-grade before any feature is signed off, which is why our builds continue to perform years after handoff rather than accumulating technical debt from month one.
Requirements mapping, architecture design and technical specification. Detailed scope with timeline and cost before any code is written.
UI/UX design and interactive prototypes. You review and approve flows before development begins.
Iterative development with regular demos. QA testing throughout, not just at the end. Automated tests written alongside features.
Deployment, monitoring setup and handoff. Ongoing maintenance, security patching and feature development retainer available.
Next.js serves the frontend with server-side rendering for performance and SEO. Node.js and Python handle API and background processing layers. PostgreSQL on Supabase provides a managed, scalable database. AWS manages cloud infrastructure defined in Terraform. GitHub Actions automates testing and deployment on every push. Docker ensures environment consistency from local development through to production.
Defined deliverables, fixed price, fixed timeline. Best for greenfield builds, MVPs and well-scoped features. Starts with a paid discovery sprint to define scope accurately. Typical duration: 8-24 weeks.
Ongoing monthly capacity for feature development, maintenance and technical improvements. Ideal for funded startups and scale-ups with a continuous product roadmap. Minimum three-month engagement.
Codebase review, architecture assessment and technical debt report. Used before acquisition, investment or a major platform migration. Delivered in two weeks as a written report with scored findings.
Payment processing platforms, lending engines, financial dashboards and compliance reporting systems. Built with PCI-DSS considerations from architecture stage and Stripe integration as standard.
Patient management platforms, clinical data systems and telemedicine products. Architected with GDPR and HIPAA requirements addressed at the data model level, not bolted on post-build.
Multi-tenant SaaS platforms with role-based access, subscription billing via Stripe, usage metering and enterprise SSO integration. Built to grow from 10 to 10,000 customers without rearchitecting.
Custom storefront backends, inventory management systems, order orchestration layers and warehouse management tools that go beyond what Shopify themes can support.
Course delivery platforms, cohort management systems, progress tracking dashboards and assessment engines. Built to support live and asynchronous learning formats at scale.
Route optimisation tools, shipment tracking dashboards, carrier API integrations and warehouse operations portals. Built for real-time visibility across complex multi-carrier networks.
Document automation platforms, matter management systems, client portals and contract analysis tools. Built with audit trail requirements and document versioning as core architecture constraints.
Property listing platforms, lettings management systems, landlord portals and valuation tools. Integrations with land registry APIs, rightmove feeds and payment systems built as standard.
Applicant tracking systems, onboarding workflows, performance management tools and payroll integrations. Custom-built for organisations whose HR processes are too specific for generic HRIS platforms.
Quote and bind engines, policy management platforms, claims portals and broker tools. Actuarial logic embedded directly in the product, not maintained in spreadsheets outside the system.
| Factor | Koldconvert | In-house Team |
|---|---|---|
| Time to start | Discovery sprint can begin within 2 weeks | 3-6 months to hire, onboard and align a team |
| Cost predictability | Fixed-scope price agreed before build begins | Salary, benefits, tools and management overhead scale with headcount |
| Specialist coverage | Frontend, backend, DevOps, QA and design covered in one engagement | Each specialism requires a separate hire |
| Continuity across lifecycle | Same team from discovery through maintenance | Context lost when engineers leave or projects are handed between teams |
| Documentation and handoff | Architecture docs, runbooks and API specs delivered as standard | Documentation quality varies by individual engineer and is often deprioritised under delivery pressure |
| Scalability of resource | Capacity adjusts without HR process for each change | Scaling up requires hiring; scaling down means redundancy processes |
| Accountability for outcomes | Contractual milestones with agreed acceptance criteria | Performance management is an internal process requiring management bandwidth |
Most software projects fail not because of bad code but because the brief is wrong. Companies define requirements based on what they need today, then discover six months into a build that the architecture cannot accommodate the next stage of growth. We address this by treating the architecture review as the first deliverable, not a side note. The other pattern we see consistently is teams treating documentation and observability as optional extras to add after launch. By the time the system is live, the team is already on the next feature, and the documentation never gets written. We enforce documentation and monitoring as acceptance criteria on every sprint, which means the system is operable from launch day rather than becoming a black box six months later.
Koldconvert Strategy Team
We build web applications including SaaS platforms, marketplaces and admin dashboards; backend systems covering APIs, databases and cloud infrastructure; and internal tools such as operations portals, reporting dashboards and workflow systems.
An MVP typically takes 8-12 weeks. A full-featured SaaS platform takes 12-24 weeks. Timelines depend on scope complexity, number of integrations and user roles within the system.
MVP projects typically start from £30,000-£60,000 depending on scope. Full platforms range from £80,000-£250,000. We provide fixed-scope estimates after a discovery sprint so there are no surprises mid-project.
Next.js and React on the frontend, Node.js and Python on the backend, PostgreSQL for the primary database, AWS for cloud infrastructure, and Docker with GitHub Actions for CI/CD. Stack selection is based on performance, team and maintenance requirements for your specific project.
Building in-house is the right choice when you have an established engineering team and clear product requirements. Koldconvert is the faster option for companies that need production-quality software without the 3-6 month lead time required to hire, onboard and align an internal team.
Yes. We conduct a codebase audit first to assess quality, technical debt and architecture. The audit produces a written report before we commit to any timeline for extension, refactor or migration work.
Software is delivered with documentation, runbooks, monitoring and CI/CD pipeline in place. Dev4ager offers ongoing maintenance retainers and feature development from the same team that built the product, with no context loss from handoff.
Yes. We have experience taking ideas from zero to validated MVP. A paid discovery sprint helps define the minimum buildable scope before any development budget is committed, so founders invest in building the right thing rather than the full vision.
We build software across FinTech, HealthTech, SaaS, E-commerce, EdTech, Logistics, Legal Tech, InsurTech, Real Estate Tech and other sectors requiring reliable, scalable web applications.
The same team handles discovery, design, build and maintenance. We challenge specs when a different approach better serves the business outcome. Every deliverable includes tests, documentation and monitoring as standard, not as extras billed separately.
Yes. Mobile app development is a dedicated service covering iOS and Android, using React Native for cross-platform builds and Swift or Kotlin for native-performance requirements. See the mobile app development page for full details.
Security patching, dependency updates and vulnerability scanning are included in maintenance retainers. Critical security issues receive a 24-hour response window under retainer agreements.
Book a call to discuss your product vision and get a scoping estimate.
Firmographic fit, behavioural signals and intent data combined into a model that routes high-probability buyers to sales automatically.
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