HOW SAROLTA WORKS
How Sarolta delivers
dependable software.
We turn an idea, workflow, prototype, repository, or existing app into explicit requirements, tested software, and evidence that the result matches the agreement.
DELIVERY CONTRACT
Scope and expectations
Objectives and evidence plan
Complete. Correct. Evidence-backed.
DELIVERY CONTRACT
Complete software.
A faster path to acceptance.
Better control of cost.
QUALITY
Complete. Correct. Proven.
We build the right thing, the right way—then prove it with evidence you can rely on.
SPEED
Reach the whole stable result sooner.
Our system reduces ambiguity and rework, then accelerates execution.
COST
Prevent ambiguity and broad rework.
Predictable quality and focused feedback protect the budget.
System-led planning
Build the right software—
without managing every decision.
We turn your PRD, mockups, and selected build profile into a detailed specification, test coverage, and executable work. Missing decisions are resolved before implementation, and we only come back to you when your judgment is genuinely required.
Fewer surprises. Fewer interruptions. A build that stays aligned.
Your project
- PRD
- Mockups
- Selected build profile
Decisions resolved up front
- Expand the specification
- Fill requirement gaps
- Ask only what is necessary
- Define test coverage
- Build tests + acceptance evidence
What you receive
- Cohesive build direction
- Tested boundary
- Less decision-making during coding
Stay involved where it matters—not in every implementation decision.
Not hands-off. Stronger planning lets the system resolve most routine decisions without constant intervention.
Fewer surprises
Fewer interruptions
Lower project stress
Important judgment and necessary questions still reach you.
Candidate selection
We evaluate and compare solutions before selecting one
AI can produce a plausible solution quickly. Plausible is not necessarily the best fit for your product. We evaluate alternative routes against your specification, test coverage, risks, and build profile—then select the strongest route before implementation.
Explore before committing. Regenerate before repairing.
Avoid paying to debug a weak direction.
We evaluate
A / First candidate
B / Alternative
C / Selected route
Scope fit
Review
Ready
Ready
Required behavior
Gap
Review
Ready
Risk
High
Remediate
Controlled
Ready to build
Not selected
Regenerate or remediate
Accepted for implementation
Accepted route
How we constrain and direct the search
Requirements + constraints
Selected build profile
Acceptance criteria
Risk boundaries
Evidence plan
+ Many more
How we challenge the answer
Independent review
Adversarial review
Alignment + context review
Test execution evaluation
Cross-family review
+ Many more
Additional independent checks
Greptile · SonarQube · CodeRabbit · + external tools
Combine as needed
Generation / Review / Tools
THE SAROLTA BUILDFACTORY
Everyone uses AI.
We built a system that makes it accountable.
Years of AI-enabled coding and automating the SDLC combined proven methods, delivery scripts, support programs, AI agents, skills, tools, plugins, and AI-native processes into one umbrella system.
The BuildFactory is our internal engine. It gives our engineers more ways to compare, test, trace, inspect, and prove the work.
WHAT THE SYSTEM COORDINATES
- Requirements and specification automation
- Human and AI candidate evaluation
- Build profiles and delivery boundaries
- Testing and acceptance evidence
- Coding and building provenance
- Decision and change tracing
- Late Discovery and ARA/UAT
AI-NATIVE, ENGINEER-OWNED
Automation expands what we can examine. Engineers retain authority.
Customers approve intent and priorities. Engineers choose routes, judge tradeoffs and risk, and own delivery.
The Sarolta BuildFactory keeps consequential decisions and evidence visible.
Build ProfileS
Build Profile: The requirements that make your system complete.
The profile sets the security, quality, compliance, testing, and acceptance controls.
We tailor that foundation to the application you are actually building.
Ensure the foundations of your project are always applied
Standard build profile
Proof of Concept
MVP
SaaS
Production
Infrastructure
Mission Critical
Commercial Application
+ More
Independent choices – not a required progression.
Customize for this project
Application type:
Security model
Rate limits
Code quality
Compliance
Code standards
Test rigor
Target language / platform
Model class routing
+ More
Profile agreed
Standard profile + application type + project settings
BuildFactory Workers enforces the Profiles
PRD analyst
Spec writer
Red builder
Code Builder
Reviewer
Inquisitor
Remediation
Managers
+ More
Every worker specifies, tests, builds, reviews, and remediates against the agreed profile.
Relative assurance workload
Build profile
Time / Cost / Effort
Proof of Concept
MVP
SaaS
Production
Commercial Application
Infrastructure
Mission Critical
Comparison of required assurance work – not a mandatory project sequence.
More assurance means more time, cost, and effort
More involved profiles add security, compliance, testing, and review requirements—even for the smallest essential functionality. The required time, cost, and effort can increase exponentially.
AI can bring the cost of this work down, but a Mission Critical build still requires substantially more assurance than an MVP by comparison.
Why this matters to you
You do not have to know every SaaS security or reliability control yourself.
Once agreed, the profile makes those controls part of the work, so nothing required is silently omitted.
A Proof of Concept can be fast and light. A Mission Critical build requires much deeper assurance and therefore much more time, cost, and effort.
Build profiles inject your intent through every phase
Process
How the profile acts
What this means for you
01
Specify the agreed result
Apply the profile to prompts, contracts, scope, and the non-functional requirements that define the agreed result.
Your requirements become the standard every worker must carry forward.
02
Design tests before code
Turn the profile into testing requirements, review gates, rate limits, and acceptance evidence before code.
The code is measured against the security, quality, and acceptance needs you agreed.
03
Challenge the tests
Challenge the tests against the profile’s security, quality, compliance, and coverage requirements.
Weak or misleading tests cannot quietly redefine what success means.
04
Build the selected route
Give workers the profile’s approved tools, UI, footprint, scope, and blast-radius boundaries.
The system stays inside the scope, UI, footprint, and blast radius you approved.
05
Run tests and route failures
Route failures against the profile so the right source is fixed before it becomes paid rework.
Failures are fixed at the right source before they become extra time and cost for you.
06
Verify the whole result
Recheck alignment, tool access, controls, reviews, and evidence against the intent you approved.
You receive evidence that the system still matches the result and controls you approved.
Profile update is explicit
If the project changes, we update the profile and re-align the PRD, specifications, tests, and evidence before the new work is accepted.
Model profile is not build profile
Model routing can change decomposition, task size, and cost. It cannot weaken the controls required by the agreed build profile.
AI CHANGES THE ECONOMICS
You hire our development service.
You do not buy or learn another platform.
We bring the system, engineers, and discipline.
You stay focused on outcomes.
We work with your tools, your environment,
and your team.
No. Automation expands the work our engineers can compare, test, inspect, and prove. Engineers remain responsible for judgment and delivery.
No. The build profile sets the right proof depth for the project, from one focused question through operational release readiness.
It means the agreed specification passed its stated testing, completed Late Discovery, and was accepted through ARA/UAT in the stated environment.
We preserve work that earns its place and recommend replacement only when the evidence shows it is the safer route.
Yes. You receive the agreed software, requirements, specification, evidence, known limits, and handoff material.
START WHERE YOU ARE
What do you have today?
Tell us where you are starting. We will meet the product there and chart the right route forward.
IDEA / REQUIREMENTS / WORKFLOW
You have
- Idea, requirement, workflow, or problem
We Will
- Clarify outcome, users, constraints, and acceptance.
- Resolve gaps and define explicit scope.
- Design and test the route.
- Implement the plan as specified.
We will deliver
- Time and cost estimates.
- Implementation plan.
- Ongoing updates and reports.
- Full working code with evidence and documentation.
EXISTING APP / CODEBASE
You have
- Existing code, vibe-coded app, or older app.
We Will
- Reproduce current behavior and environment.
- Separate useful work from risky parts.
- Define and test the safest update, extension, or rebuild.
- Implement the plan as specified.
We will deliver
- Time and cost estimates.
- Implementation plan.
- Ongoing updates and reports.
- Full working code with evidence and documentation.
START WITH A PRACTICAL CONVERSATION
Bring what you have.
We will help you identify what is worth keeping, what needs attention, and the most practical route forward.