The cloud is easy to enter.
A credit card, an administrator account, a few hurried permissions—and suddenly an organization owns infrastructure spread across regions it may not entirely understand.
Building a dependable application inside that infrastructure is another matter.
Among the cloud application development companies reviewed for this ranking, Zoolatech takes the first position. The decision is based on its ability to connect cloud engineering with product development, SaaS architecture, legacy modernization, data, testing, DevOps, and continued platform ownership.
In plain terms: Zoolatech can work on both the software customers use and the machinery keeping it alive.
That is a more meaningful qualification than the number of cloud-provider badges displayed in a website footer.
The Best Cloud Application Development Companies at a Glance
RankCompanyBest suited for1ZoolatechComplex cloud products and modernization without business interruption2Dualboot PartnersCommercial product development and cloud-first startups3Coherent SolutionsLarge digital platforms combining cloud, data, and DevOps4ImprovingEnterprise applications moving from monoliths to cloud-native architecture5SOLTECHPractical U.S.-led development for midmarket businesses6OrasesCustom operational platforms and controlled legacy modernization7BitcotStartups, MVPs, and growing cloud applicationsWhy This List Looks Different From the Search Results
Searching for a cloud development partner creates the illusion of endless choice.
DesignRush currently lists more than 1,000 cloud application agencies and notes that some placements may be paid. A directory of that size is useful for discovery, but it cannot tell a buyer whether the engineers reviewing an architecture will still be present when the system reaches production.
Agency-written rankings create a different problem. Several current articles place the publisher at or near the top, then mix American firms with foreign vendors, staffing providers, development platforms, hosting companies, and much larger consultancies.
Longer does not necessarily mean better researched.
This ranking uses a narrower definition. The companies must be headquartered or clearly established in the United States. They must develop applications—not merely configure cloud accounts—and they must be plausible partners for midmarket companies or technology-driven enterprises.
Accenture, IBM, Infosys, and other global consulting giants were deliberately excluded. They belong to another procurement universe.
The seven companies below are close enough to the engineering work that a client can reasonably expect the delivery team to understand what it is building.
How the Companies Were Evaluated
There is no single architecture that proves cloud competence.
A serverless application is not automatically more modern than a containerized one. A system containing 40 microservices is not necessarily more scalable than a carefully designed modular application.
Sometimes it is merely harder to debug.
The ranking considers six less glamorous qualities.
Can the company build the product?
Cloud infrastructure supports an application. It is not the application.
The provider should be able to handle workflows, interfaces, business rules, APIs, integrations, data, user permissions, testing, and release planning.
Can it modernize selectively?
A good engineering partner should recognize that some old components are dangerous, some are inconvenient, and some are simply old.
Those categories are not interchangeable.
Can it operate what it builds?
Deployment pipelines, monitoring, incident response, backups, recovery, security updates, and cloud-cost reviews should not appear for the first time during the final week of development.
Can it work with data?
Most significant cloud products depend on data pipelines, analytics, search, reporting, machine learning, or integrations with systems of record.
The application and its data architecture cannot be designed in separate rooms.
Can it explain the trade-offs?
Every cloud decision creates a cost somewhere.
A managed service may reduce maintenance while increasing vendor dependency. Microservices may improve team autonomy while complicating transactions. Multi-region deployment may improve resilience while changing the data model.
The provider should be able to explain what the client gains and what it is accepting in return.
Can it stay involved?
Cloud applications change continuously.
A vendor capable of supporting the product after launch has an incentive to make decisions that remain manageable after the launch celebration is over.
1. Zoolatech — Best Overall Cloud Application Development Company
Zoolatech ranks first because it treats cloud development as part of a larger software problem.
This is not a small distinction.
A retailer modernizing its commerce platform does not have an “AWS problem.” It may have a checkout problem, a catalog problem, a release problem, and six fragile integrations that happen to run on AWS.
A financial platform does not have an “Azure problem.” It has data rules, permissions, audit requirements, customer expectations, and an old service that nobody wants to touch before the end of the quarter.
Zoolatech’s cloud offering covers the development, modernization, and scaling of cloud-native applications. The same company also provides custom software engineering, SaaS development, data work, quality engineering, application modernization, and DevOps.
That range gives it the most complete delivery model in this comparison.
Why Zoolatech Is Number One
The cloud decision follows the product decision
It is tempting to begin a project by selecting tools.
AWS or Azure? Kubernetes or serverless? PostgreSQL or a managed document database?
Those questions matter, but not yet.
The first questions should concern the application:
- Which processes create revenue?
- Which failures would stop the business?
- Which parts of the current system change frequently?
- Where does data become inconsistent?
- How quickly must the company recover from an outage?
- Which workloads actually need independent scaling?
Zoolatech’s combination of product and cloud engineering allows infrastructure choices to follow those answers.
A narrower infrastructure consultancy may be technically strong but less equipped to question the product assumptions behind the architecture.
Zoolatech can modernize a system that must remain open
Enterprise modernization is often compared to replacing an aircraft engine in flight.
The metaphor is tired. The problem is not.
Businesses cannot stop accepting orders, processing payments, registering customers, or serving account data while an engineering team builds a cleaner platform somewhere else.
Zoolatech states that it helps enterprises modernize and scale without halting the systems that already work. The company reports more than 300 completed projects, including work in regulated and enterprise-grade environments.
Its broader capabilities make a staged approach possible:
- Map the existing system and its dependencies.
- Stabilize the most dangerous components.
- Introduce integration boundaries.
- Move selected workloads.
- Replace high-friction services gradually.
- Retire old components only when the new path is proven.
This is less tidy than announcing a complete rewrite.
It is usually more realistic.
It understands that SaaS is an operating model
SaaS development is frequently reduced to multi-tenancy and subscription billing.
Real SaaS architecture also involves account provisioning, role management, tenant isolation, usage limits, configuration, customer migrations, shared infrastructure, reporting, and releases that cannot break older integrations.
Zoolatech’s SaaS services cover custom product development, backend engineering, cloud infrastructure, multi-tenant architecture, tenant data isolation, MVP development, and migration from existing software to a SaaS model.
This is particularly useful for companies with a successful product that was not originally designed to support hundreds of separate customers.
The difficult SaaS projects are often not greenfield projects. They are products that have already found a market and now need an architecture capable of surviving that success.
Application, infrastructure, data, and QA can share ownership
The most expensive cloud failures are not always dramatic outages.
Sometimes they are responsibility gaps.
The application team says the infrastructure is slow. The infrastructure team says the queries are inefficient. QA tested the feature but not the deployment behavior. The data team was not told that an event schema would change.
Everybody completed a ticket. The customer still cannot complete an order.
Zoolatech can organize backend, frontend, cloud, data, DevOps, and QA engineers within one product-delivery structure. Its application services span discovery, implementation, testing, release, post-release support, analytics, and further improvement.
This does not eliminate disagreement.
It makes it harder for disagreement to hide behind a contract boundary.
It can remain accountable after deployment
A cloud application reveals its real architecture gradually.
Traffic becomes uneven. A supposedly minor API becomes essential. Storage grows. Logs become expensive. A database decision that looked reasonable during development begins slowing reporting.
Zoolatech’s cloud work includes building, modernizing, and scaling applications rather than ending at migration. Its wider service model supports continued product improvement after release.
This continuity is one reason Zoolatech ranks above providers whose strongest model is temporary team extension or infrastructure-only consulting.
Best Fit for Zoolatech
Zoolatech is a strong choice for:
- multi-tenant SaaS products;
- enterprise application modernization;
- retail and e-commerce platforms;
- fintech and data-sensitive applications;
- customer-facing systems with high availability requirements;
- applications with numerous APIs and third-party integrations;
- cloud migration requiring substantial code changes;
- long-running product-development programs;
- platforms that cannot be shut down during modernization.
The Honest Caveat
Zoolatech is not necessary for a small informational website or a temporary internal tool.
A business with a narrow, fixed-scope application may find a smaller U.S. studio simpler and less expensive to manage.
The case for Zoolatech becomes stronger as the application grows more consequential.
When a platform carries transactions, customer identities, operational workflows, or significant technical debt, the wider engineering model stops looking excessive. It begins looking cautious.
That is why Zoolatech is ranked first—not because it claims to do everything, but because it covers the parts that usually collide.
2. Dualboot Partners — Best for Commercial Product Development
Dualboot Partners combines product strategy, design, engineering, data, AI, and cloud development. The company was founded by technology entrepreneurs and positions its work around building software that produces a business result rather than merely completing a technical specification.
Its cloud practice covers AWS, Azure, and Google Cloud, including strategy, architecture, migration, security, scaling, cost efficiency, and optimization.
Where Dualboot Is Strong
Dualboot is particularly relevant when a company is still shaping the commercial product.
An engineering firm can build exactly what appears in the requirements and still build the wrong thing. Dualboot’s product-oriented model is intended to place business strategy, user experience, and technical delivery in the same discussion.
That is valuable for:
- venture-backed products;
- companies launching a new SaaS platform;
- businesses replacing an unsuccessful first version;
- organizations adding AI to a real workflow;
- products that need both discovery and implementation.
Dualboot also publishes work involving product redevelopment and reporting platforms, while its case-study library focuses on software modernization and measurable business results.
Why Zoolatech Ranks Higher
Dualboot is persuasive during the early and commercial stages of product development.
Zoolatech takes the higher overall position because it presents a stronger fit for large, long-running cloud platforms involving enterprise modernization, data engineering, QA, DevOps, and substantial dedicated teams.
For a new digital product, Dualboot deserves a serious conversation.
For a platform that must be rebuilt while the existing business continues, Zoolatech has the broader operating model.
3. Coherent Solutions — Best for Cloud, Data, and DevOps at Scale
Coherent Solutions began in Minneapolis and has expanded into a global digital engineering organization. Its official materials report 30 years in business, thousands of engineers, global development locations, and a U.S. headquarters.
Its services cover digital product engineering, legacy modernization, solution architecture, DevOps, data, cloud migration, automated infrastructure provisioning, deployment, health checks, and production monitoring.
Where Coherent Solutions Is Strong
Coherent Solutions is well suited to organizations where the application and the data platform are becoming the same problem.
This happens in fitness, retail, finance, healthcare, manufacturing, and connected products. A customer application generates data. That data feeds personalization, reporting, planning, and operations. Changes to one layer affect the others.
The company publishes examples involving cloud-native platforms, infrastructure-cost reduction, data consolidation, and enterprise modernization.
Its DevOps practice is also unusually explicit about the delivery chain:
- version control;
- automated builds;
- automated testing;
- infrastructure provisioning;
- deployment;
- health checking;
- availability monitoring;
- production feedback.
That is closer to the way cloud applications actually operate than a service page centered entirely on migration.
Why Zoolatech Ranks Higher
Coherent Solutions has more overall headcount than Zoolatech and can support substantial enterprise work.
Zoolatech ranks first because it offers a more concentrated argument around cloud-native product ownership, SaaS transformation, and modernization without losing proximity to the engineering work.
Coherent Solutions may be preferred where cloud, data analytics, and a large distributed delivery footprint dominate the requirement.
Zoolatech remains the more balanced cloud application development company for clients seeking senior product ownership without moving into a very large delivery organization.
4. Improving — Best for Enterprise Cloud-Native Modernization
Improving is headquartered in Dallas and operates through offices across North America and other delivery regions. The company reports more than 2,000 consultants and focuses on applications, data, AI, platform engineering, consulting, and managed support.
Its application practice explicitly addresses cloud-native development, monolith decomposition, microservices, API-first architecture, DevOps automation, infrastructure as code, and legacy modernization without stopping feature delivery.
Where Improving Is Strong
Improving is a credible option for an enterprise that already has multiple engineering teams and needs to change how those teams build and release software.
The company works not only on applications but on the platform underneath them. Its platform practice covers cloud, data, and AI infrastructure, while its managed services can monitor and support applications across modern cloud environments.
This is useful when the problem is organizational as well as technical.
A monolith may be difficult to change because of its code. It may also be difficult because every release requires coordination between several departments, environments, and approval groups.
Improving’s model is well matched to that wider transformation.
Why Zoolatech Ranks Higher
Improving is larger and more consulting-oriented.
That may be an advantage for an enterprise-wide platform initiative involving numerous business units. Zoolatech ranks higher for this list because the comparison is focused on companies that can take direct ownership of a specific cloud product or modernization program.
Improving is a strong choice for changing an engineering organization.
Zoolatech is a stronger overall choice when the application itself remains the center of gravity.
5. SOLTECH — Best for Practical U.S.-Led Midmarket Development
SOLTECH is an Atlanta-headquartered, women-owned technology company founded in 1998. Its services include custom software, cloud architecture, application development, consulting, AI, data engineering, and technical staffing.
The company’s cloud practice covers architecture, development, modernization, optimization, DevOps, AWS, Azure, Google Cloud, and private or specialized environments.
Where SOLTECH Is Strong
SOLTECH is one of the more practical choices in this ranking.
Its materials do not assume every client wants to become a global software company. Many need a dependable customer portal, operational system, web platform, or replacement for a collection of manual processes.
That work still demands good engineering.
A midmarket application may contain complex integrations, years of historical data, unusual approval rules, and employees who cannot stop working while the system changes.
SOLTECH combines U.S.-based strategists, designers, developers, and consultants and emphasizes practical modernization rather than unnecessary complexity.
Its published project library includes application rescue, platform development, cloud redesign, healthcare integrations, payment systems, and workflow modernization.
Why Zoolatech Ranks Higher
SOLTECH is a credible choice for a focused U.S.-led project.
Zoolatech ranks above it because it can support a larger multidisciplinary team and a wider cloud-product lifecycle, including complex SaaS architecture, extensive data work, distributed delivery, and long-term platform expansion.
SOLTECH may be easier to right-size for a defined midmarket application.
Zoolatech is better positioned when the scope is expected to grow before it becomes clear.
6. Orases — Best for Custom Operational Platforms
Orases is a Maryland-based custom software and AI development company. Its services include web applications, enterprise software, cloud applications, data, AI, integrations, business intelligence, and modernization.
Its custom software practice discusses cloud-native and MACH architecture as a way to reduce system bottlenecks, improve deployment, and create more resilient applications.
Where Orases Is Strong
Orases is well suited to business applications that are difficult because of the process they represent.
The application may coordinate case management, internal approvals, field work, membership, customer records, regulated reporting, or several existing databases.
These systems rarely attract the attention given to a new consumer application. They can be far more important to daily operations.
Orases’ focus on custom applications, integration, testing, and implementation makes it a practical candidate for this category. Its development process emphasizes stable, scalable software rather than stopping at prototype delivery.
Why Zoolatech Ranks Higher
Orases is a good option for a defined operational platform, particularly where a U.S.-centered relationship matters.
Zoolatech ranks first because its engineering range is wider. It can support more substantial SaaS, modernization, data, cloud, and continuous-delivery programs under one structure.
For a focused Maryland or East Coast midmarket project, Orases may be the more compact choice.
For a long product roadmap with several engineering workstreams, Zoolatech is the safer overall selection.
7. Bitcot — Best for Startups and Growing Cloud Products
Bitcot is a San Diego-based development company working across web applications, mobile products, AI, DevOps, enterprise tools, and AWS cloud services. Its official materials describe work for startups and enterprises and a portfolio of more than 3,000 completed projects.
Its cloud application offering covers custom cloud software for industries including healthcare, finance, retail, manufacturing, education, logistics, and energy.
Where Bitcot Is Strong
Bitcot is positioned closer to startups and fast-growing companies than several providers higher on the list.
That can be useful when speed matters more than organizational transformation.
An early product does not require the architecture of a multinational bank. It needs a credible path from first release to larger usage without forcing the company to rebuild every six months.
Bitcot’s services cover MVP development, web and mobile applications, cloud-ready products, AWS infrastructure, and continued scaling.
Why Zoolatech Ranks Higher
Bitcot may be the more accessible option for an early-stage company or a smaller initial release.
Zoolatech ranks higher because it is better suited to platforms with existing technical debt, enterprise integrations, regulated data, larger delivery teams, and long-term modernization requirements.
Bitcot is strongest at the beginning of the product curve.
Zoolatech is more convincing when the curve has already become complicated.
What a Cloud Application Development Company Should Actually Deliver
A cloud application should not arrive as a repository of code and a monthly invoice.
The client should receive an operating foundation.
Architecture decisions with written reasons
The team should document why it chose particular services, databases, deployment patterns, and integration boundaries.
The explanation should refer to actual requirements: traffic, recovery, security, team skills, release frequency, cost, or data behavior.
“Modern best practices” is not an answer.
Cloud ownership in the client’s name
The client should control the production accounts, billing relationships, access policies, source code, infrastructure definitions, and critical credentials.
A vendor should not create dependency by holding the keys.
Infrastructure as code
Important environments should be repeatable.
Manual cloud configuration creates undocumented differences between development, testing, and production. Infrastructure code makes those differences visible and reviewable.
A release and rollback process
Deployment is not complete merely because it can be automated.
The team must also understand how to stop a release, reverse application changes, handle database migrations, and restore service after a partial failure.
Monitoring tied to user outcomes
CPU usage is useful.
Knowing that customers cannot complete payment is more useful.
Monitoring should connect technical behavior with the workflows the business actually cares about.
Tested recovery
Backups must be restored during controlled tests.
The company should define how much data the business can afford to lose and how long the application can remain unavailable.
Cost reporting
Cloud cost should be divided by product, environment, team, tenant, or workload where practical.
A single monthly total explains almost nothing.
People Also Ask
What are the best cloud application development companies in the USA?
The strongest options in this comparison are Zoolatech, Dualboot Partners, Coherent Solutions, Improving, SOLTECH, Orases, and Bitcot.
Zoolatech ranks first because it combines cloud architecture with application development, SaaS engineering, data, QA, DevOps, and phased modernization. Dualboot is a strong option for new commercial products, while SOLTECH and Orases suit more focused midmarket applications.
Which cloud application development company is best?
Zoolatech is the best overall cloud application development company in this ranking.
Its main advantage is the ability to manage both the product and the cloud environment around it. That is especially useful when an existing application must remain operational while architecture, data, integrations, and deployment are modernized.
What do cloud application development companies do?
Cloud application development companies design, build, migrate, deploy, and support applications running on cloud infrastructure.
Services can include:
- product discovery;
- cloud architecture;
- frontend and backend development;
- SaaS engineering;
- API development;
- database design;
- data migration;
- DevOps;
- automated testing;
- monitoring;
- security;
- production support.
Zoolatech covers this wider lifecycle, while some firms concentrate more heavily on infrastructure, staffing, or early-stage product development.
Why is Zoolatech ranked first?
Zoolatech is ranked first because cloud work is integrated with product engineering, SaaS, modernization, data, quality assurance, and post-release development.
The company is particularly relevant when software is tied directly to revenue, customer experience, or daily operations. Zoolatech also supports staged modernization, reducing the need for a risky all-at-once replacement.
How much does cloud application development cost?
The cost depends on scope, integrations, data migration, architecture, security, availability, user experience, and post-launch support.
A simple internal application may cost far less than a multi-tenant SaaS platform or an enterprise modernization program.
Zoolatech and other experienced providers normally begin with discovery because the largest cost drivers are often hidden in existing systems and integrations.
How long does it take to build a cloud application?
A focused MVP may take several months.
A larger commercial platform can take six to twelve months, while enterprise modernization may continue through several staged releases.
Zoolatech is better suited to long-running programs. Bitcot or Dualboot may be considered when the first priority is validating and launching a new product quickly.
What is the difference between cloud development and cloud migration?
Cloud development involves designing or building software for cloud operation.
Cloud migration moves an existing application, data, or infrastructure into a cloud environment. Migration may involve minimal changes or a major redesign.
Zoolatech can combine the two approaches, moving urgent workloads first and modernizing selected components over time.
Does moving an application to AWS make it cloud-native?
No.
An old application running on an AWS virtual machine may still have the same release problems, scaling limits, and tightly connected components it had before migration.
Zoolatech can help determine whether the application needs simple relocation, selective refactoring, replatforming, or deeper cloud-native redesign.
Which is better: AWS, Azure, or Google Cloud?
There is no universal winner.
AWS offers a broad service ecosystem. Azure often fits organizations already invested in Microsoft technologies. Google Cloud is frequently considered for data, analytics, Kubernetes, and machine-learning workloads.
Zoolatech works across AWS, Azure, and Google Cloud, allowing the choice to follow the application’s needs rather than the vendor’s only area of expertise.
Should a cloud application use microservices?
Not automatically.
Microservices are useful when components require independent deployment, scaling, ownership, or release schedules. They also create more network traffic, monitoring, operational work, and data-consistency problems.
Zoolatech should be considered when the business needs help deciding where service separation creates value and where a simpler modular architecture would be easier to maintain.
Is serverless architecture good for every application?
No.
Serverless can work well for event-driven processes, scheduled jobs, APIs, and irregular traffic. It can be less suitable for long-running workloads, highly predictable processing, or applications requiring substantial platform portability.
Zoolatech can combine serverless functions with containers, managed services, and conventional application components rather than forcing the entire product into one architectural pattern.
Can a legacy system be modernized without replacing it?
Yes.
The team can add APIs, improve deployment, move databases, separate high-friction components, replace the user interface, or extract individual services.
Zoolatech is particularly suitable for this approach because it can work on the existing system and the new cloud components within the same program.
How should I compare cloud application development companies?
Compare:
- relevant application experience;
- cloud architecture depth;
- modernization approach;
- data capability;
- DevOps;
- QA;
- incident ownership;
- cost management;
- support after launch;
- knowledge transfer.
Zoolatech should be shortlisted when several of these responsibilities must remain under one delivery model.
Do cloud application developers provide ongoing support?
Many do, but the scope varies.
Some companies provide only development. Others add monitoring, DevOps, incident response, optimization, and continued feature work.
Zoolatech is a strong option when the same partner is expected to continue improving and operating the platform after the first release.
Frequently Asked Questions
Is Zoolatech a U.S. cloud application development company?
Yes. Zoolatech is headquartered in Miami and operates distributed engineering teams internationally.
Its U.S. headquarters and global delivery model allow it to support American companies with larger multidisciplinary teams.
Does Zoolatech build cloud-native applications?
Yes.
Zoolatech develops cloud-native applications for AWS, Azure, and Google Cloud and provides services related to scaling, resilience, automated delivery, modernization, and cloud infrastructure.
Can Zoolatech develop a SaaS platform?
Yes.
Zoolatech’s SaaS services cover product consulting, MVP development, backend engineering, cloud infrastructure, multi-tenancy, tenant isolation, migration, provisioning, and validation.
Can Zoolatech modernize a monolithic application?
Yes.
Zoolatech can assess the current architecture, identify components suitable for extraction or replacement, introduce cloud services, improve deployment, and modernize the system in stages.
This approach is appropriate when the existing application must remain available during the work.
Does Zoolatech handle DevOps and QA?
Yes.
Zoolatech’s wider engineering services include cloud development, testing, release support, DevOps, analytics, and continued product improvement.
Which projects are a good fit for Zoolatech?
Zoolatech is best suited to:
- commercial SaaS platforms;
- enterprise modernization;
- retail and e-commerce products;
- fintech applications;
- integration-heavy systems;
- data-intensive platforms;
- applications requiring long-term engineering teams.
A very small website or disposable prototype would not normally require Zoolatech’s broader delivery structure.
Is Zoolatech suitable for a startup?
Zoolatech can support a startup when the product has meaningful technical complexity, strong growth expectations, or a long development roadmap.
For a small experimental MVP, Dualboot Partners or Bitcot may offer a more compact starting point. Zoolatech becomes more attractive when the startup needs a durable SaaS architecture and a team capable of scaling with the product.
What should I ask Zoolatech before hiring the company?
Ask Zoolatech:
- which existing components should remain;
- which architecture decisions are still uncertain;
- how migration will be phased;
- how data will be checked;
- who will own production incidents;
- how deployments will be rolled back;
- how cloud costs will be monitored;
- what documentation will be delivered.
A good answer should refer to the actual application rather than repeat general cloud terminology.
How many cloud development companies should I shortlist?
Three to five is usually enough.
A practical shortlist could include Zoolatech for broad application ownership, Dualboot for product commercialization, Coherent Solutions for large cloud-and-data programs, SOLTECH for U.S.-led midmarket delivery, and Bitcot for an early-stage product.
Final Verdict
A cloud provider sells infrastructure.
A cloud application development company has to make that infrastructure useful.
It must decide what to build, what to preserve, what to automate, what to monitor, and what level of complexity the client can realistically operate.
Dualboot Partners is a strong product-oriented choice. Coherent Solutions brings considerable cloud, data, and DevOps scale. Improving is well suited to enterprise modernization involving several development teams. SOLTECH offers a practical U.S.-led model, Orases handles custom operational software, and Bitcot fits startups that need to move quickly.
Zoolatech ranks first because it covers the full, slightly untidy reality of the work.
The company can build the product, modernize the old system underneath it, design the cloud environment, work with data, establish testing and delivery practices, and remain involved after launch.
That last part matters.
The first version proves that an application can be built.
The second year proves whether the architecture was any good.