I have an existing system
- Understand architecture, risks and dependencies.
- Decide what to keep, fix or modernize.
- Prepare changes with real context.
A software platform powered by AI specialists
Your Digital Squad.Better software decisions.
Understand your system. Define the right change. Give your coding AI a clearer plan.
ArchGenerator brings together AI specialists in product, architecture, engineering and data. Analyze existing systems and turn new ideas into specifications, implementation guidance and verification criteria.
You approve the decisions. Your team and your preferred coding AI build.
Choose your starting point ↓Two starting points. One connected cycle.
Evolving an existing system or building something new?
I’m building something new
- Clarify the problem, users and rules.
- Define scope and architectural decisions.
- Prepare specifications for implementation.
A real product. A path forward.
TransVoicely: from identified risks to guided remediation.
A transcription, translation and voice platform needs to evolve while keeping its operation in view. ArchGenerator helped turn technical issues into priorities, remediation guidance and an ongoing improvement cycle.
Understand the system before deciding what to change.
Assessments from different perspectives made architectural, maintenance and security risks visible in TransVoicely. The team gained an organized view of what needed attention.
Separate urgent work from what can wait.
The detected issues were prioritized. They included critical security concerns requiring a clear path to resolution connected to the product context.
Move from an identified problem to concrete action.
ArchGenerator linked the findings to affected areas and provided guidance for each issue: what to change, what to preserve and how to check the result.
Receive a guided path for implementation.
The solutions were organized into tasks, acceptance criteria and checks, guided by our development framework. The team received a structured way to carry out the fixes.
Apply the fixes with direction and criteria.
The team implemented the prioritized fixes using the delivered guidance. The plan connects diagnosis to development work and can also guide the team’s preferred coding AI.
Address the selected issues and keep moving with clarity.
The prioritized issues were addressed within the followed scope. The outcome combines reduced exposure to the risks addressed with greater visibility into what was fixed and what still needs attention.
Reassess as the product evolves.
Further analyses help check fixes, identify changes and revisit priorities. ArchGenerator connects diagnosis, implementation guidance and follow-up in an ongoing improvement cycle.
This case covers the issues prioritized within this improvement scope. Further analyses help check what was addressed and guide the next steps.
Digital Squad
AI specialists. Concrete questions. Understandable outputs.
The Digital Squad connects different perspectives, with your team in control. Each perspective helps answer a question and produce an output.
| Perspective | The question it helps answer | What you receive |
|---|---|---|
| Product and business | Do we need to build this? Which rule needs clarification? | Scope, priorities and decisions. |
| Architecture | Where does the change fit? What does it affect? | Dependencies and architectural guidance. |
| Engineering and security | Which problems deserve attention first? | Evidence, risks and prioritized fixes. |
| Data | Which structures and relationships should be considered? | Data context and requirements. |
| Specification and verification | How do we guide implementation and check delivery? | Stories, criteria and checks. |
You approve the decisions. Your team and your preferred coding AI build.
Productivity also means avoided work
The biggest gain may be the work you no longer need to do.
Better context and clearer decisions can recover capacity at different points in software development.
Less time looking for context
Bringing rules, dependencies and decisions together reduces the need to restart an investigation for each change.
Fewer late requirements
Clarifying who approves a request before implementation can avoid redesigning the flow later.
Fewer overlooked dependencies
Investigating affected components helps reveal impact beyond the first screen.
Fewer repeated decisions
Recording a decision and its reasoning lets the team revisit it without rebuilding the whole conversation.
Fewer correction cycles
Verification criteria make it clearer what needs to be checked in the delivery.
Fewer unnecessary features
Validating the need and scope may reveal that a simpler rule solves the problem.
More capacity to deliver value.
These are mechanisms of improvement, not a quantitative formula. Factors overlap and results depend on context, input quality and team adoption.
Less effort spent on fixes and operations frees up capacity. Where that also reduces spending, the savings may help fund the engagement. We assess that relationship with you, using your actual situation.
Deliverables that support the work
From understanding to what your team will build.
The output is organized context for deciding, implementing and checking. Depth depends on available evidence and the chosen scope.
Evidence-based diagnosis
Findings, risks, dependencies and priorities, with the limits of the analysis stated.
Approved specification
Rules, decisions, stories and acceptance criteria that guide the change.
Implementation and verification guidance
A plan guided by our framework, with tasks and criteria for your team and your preferred coding AI.
MCP integration · implemented
Connect your coding agent to ArchGenerator via MCP.
With ArchGenerator’s MCP, Codex, Claude Code and OpenCode access assessments, findings and the remediation framework, along with key platform capabilities, directly in your development workflow and with the permissions you authorize.
CodexClaude CodeOpenCode
Connect and authorize
Choose your agent’s access and permissions.
Consult assessments and findings
Access assessment context, evidence and remediation priorities without leaving your coding agent.
Remediate with our framework
Access the framework and remediation plans to guide the implementation of fixes in your repository.
Key platform capabilities, within your agent’s reach via MCP. You authorize access and your team stays in control of implementation.
Open ArchGenerator ↗Trust starts with what you can evaluate
Explore the outputs. Understand the limits. Keep control.
Evidence before promises
The real demo should let you explore the request, decisions and full deliverables. Measured cases will include context and method when available.
Clear access and data use
Explain permissions, retention and revocation for each connection type. Review Connections and the applicable documents before connecting data.
Start with something concrete
One system. One question. One planned change.
Choose your starting point and review the platform’s terms before starting a run.
1. Provide context
For an existing system, start with a public or authorized repository. For a new idea, describe the problem, users and the rules you already know.
2. Choose the first output
Start with a system diagnosis or an initiative specification. The path and required inputs should be clear before execution.
3. Understand credits and support
Review credits and usage conditions in the platform. Human support and certification, when applicable, are separately arranged.
Keep exploring
A product to try. People to support you when needed.
Explore the platform, learn about the method or discuss support. Consultancies, architects and partners can explore Arch Alliance.
Explore the platformArchitecture connects
Architecture connects
every stage of delivery.
Deliverables connected by evidence: ArchGenerator turns real code into diagnosis, decision, specification and governed execution. Start from an existing system or from a new initiative — without losing the traceability between the problem found, the decision made and what will be implemented.
01 · Diagnose
Technical Assessments
Uncover risks, dependencies, technical debt and evolution points. Nine correlated diagnoses from one scan, plus a dedicated cloud infrastructure assessment — with verifiable evidence in every finding.
Explore the assessments → 02 · DecideExecutive Report
Compare systems, see priorities and decide where to invest, maintain, contain or modernize — with a consolidated index and a declared degree of certainty.
See the executive view → 03 · SpecifyCreate Spec
Turn an idea — or a finding from the diagnosis — into a complete specification, approved phase by phase and tied to real code.
Learn about Create Spec → 04 · Execute and proveSDD Kit
Take the specification into the repository with stories, contracts and executable sensors that guide coding agents and verify that what was agreed was followed.
Learn about the SDD Kit →Ecosystem
Connections that expand the evidence
ArchConnection
Repositories, structural database snapshots and the AWS account are available today; observability is in progress. Each new connection expands what the assessment can measure, in a declared way.
REPOSITORIESDATABASECLOUDOBSERVABILITY See ArchConnection → A consultancy, an architect or a commercial partner?Arch Alliance
Bring architecture intelligence to your clients through referrals, sales partnerships or services under your own brand. Each model has its own terms, presented during partner approval.
Learn about Arch Alliance →§ 03
Human certification, when the case demands it
Day to day, the assessment already qualifies the decision. When the document needs formal weight — due diligence, audit, dispute — the platform enables human certification: a senior analyst attests and signs the assessment, case by case.
20+ years of executive experience
Due diligence / M&A
Human certification
Certified assessment
The human signature that gives the document formal weight.
Senior analystUNDER CONTRACT · CASE BY CASE
§ 04
Articles
The most recent article and the two most read: method, evidence, and engineering decisions in practice.
Let’s talkWhat is your team’s
What is your team’s
next challenge?
Tell us about your situation. We will explore what you need and shape a Digital Squad engagement around it.
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Your inquiry has been received. Our team will get in touch to discuss your situation and next steps.
Start with
a clear picture.
What is a Digital Squad?
It is ArchGenerator’s multidisciplinary capability, bringing together digital architects and specialists according to the challenge. These capabilities run through AI agents. The Digital Squad supports your development teams; it is not a dedicated team of people. Human support and assessment certification can be arranged separately.
We already develop with AI. Where is the benefit?
Generating code is one part of the job. Investigating context, clarifying rules, choosing architecture and checking the result still take time. The Digital Squad works on these areas to reduce ambiguity and rework. Productivity gains depend on your context, the quality of your inputs and adoption by your teams.
We do not use AI in development yet. Can the squad help?
Yes. The Digital Squad supports system analysis, architecture decisions and specification development. If and when you choose to introduce AI coding tools, that context and the SDD Kit’s criteria help guide them. Your team remains responsible for implementation and approval.
Does the Digital Squad also build the software?
It analyzes, supports decisions and prepares development through specifications and the SDD Kit. Your teams or coding agents implement the software. Follow-up analysis helps verify progress. The responsible people retain review and approval.
How is the engagement sized?
We consider your systems, complexity, depth of analysis and specification volume. Capacity can cover different eligible needs within the agreement. Team size helps us understand your situation; it does not imply a guaranteed staffing equivalent.
Can we start with a specific project?
Yes. Flex offers prepaid credits for an analysis, specification or a defined initiative. We will help you decide whether Flex or ongoing Digital Squad capacity is the better fit.