Question 1

What exactly does Trillo AI produce?

Accepted Answer

Trillo AI generates three key deliverables: (1) comprehensive software specifications detailing all requirements and features, (2) detailed design documents including architecture, data models, and workflows, and (3) production-ready application code with realistic test data that can serve as both a prototype for stakeholder review and a starting point for full application development. You also receive project estimates with reasoning to support budgeting decisions.

Question 2

How is this different from other AI code generators?

Accepted Answer

Most AI tools generate simple CRUD applications from prompts with no transparency or control. Trillo AI uses 16+ specialized agents that mirror how expert teams actually work—breaking down the specification process into discrete, reviewable steps. You can comment on and regenerate any step's output, maintaining full control. We focus on creating production-ready blueprints for complex enterprise applications, not toy apps.

Question 3

How long does the process actually take?

Accepted Answer

Initial AI generation takes hours, not weeks. You'll see your first complete output—specifications, designs, and prototype—within hours of uploading requirements. The collaborative refinement process typically takes 3-7 days to reach production-ready quality, compared to the traditional 4-12 weeks.

Question 4

Do I need technical expertise to use Trillo AI?

Accepted Answer

No. Trillo AI is designed for collaboration between domain experts, business stakeholders, and technical teams. Business users can provide feedback on the prototype through simple commenting. Technical team members can dive deeper into specifications and design documents. The platform accommodates all expertise levels.

Question 5

What types of applications work best with Trillo AI?

Accepted Answer

Trillo AI excels with complex enterprise applications including logistics systems, healthcare management platforms, digital record management, marketing automation, and specialized portals. We're designed for applications that traditionally require months of specification work, not simple websites or basic CRUD apps.

Question 6

Can end users and customers provide feedback?

Accepted Answer

Yes! One of Trillo AI's key features is the shareable prototype link. You can send this to users and customers who can interact with the working prototype and provide feedback through the commenting system. Their input gets compiled by AI and presented to your development team for review.

Question 7

What happens to the feedback we provide?

Accepted Answer

All feedback is collected and compiled by our AI system, which identifies patterns, resolves conflicts, and prioritizes suggestions. Your development team receives organized, actionable feedback and can apply changes through our commenting system. You maintain full control over which changes are accepted.

Question 8

Does Trillo AI generate production code?

Accepted Answer

Currently, no. Trillo AI produces production-ready blueprints—comprehensive specifications, designs, and prototypes that your development team uses to build the actual application. We focus on the critical specification phase where most projects fail. In the future, we plan to generate React/Angular components, data models, and serverless functions for platforms we support.

Question 9

How does the versioning system work?

Accepted Answer

Every change creates a new version, allowing you to experiment freely without fear of losing work. You can always revert to previous versions. This branching approach lets stakeholders try out ideas in isolated branches before merging approved changes into the main specification.

Question 10

What are the AI agents doing behind the scenes?

Accepted Answer

Our 16+ specialized agents handle different aspects of software specification—requirements analysis, data modeling, API design, UI/UX design, security considerations, integration planning, and more. Each agent's output becomes enriched context for downstream agents. You can rerun specific agents with additional comments to refine their outputs.

Question 11

How accurate is the 50% completion claim for traditional methods?

Accepted Answer

This reflects industry experience where initial specifications miss requirements, contain ambiguities, and fail to capture edge cases that only emerge during development. Trillo AI's iterative, AI-assisted approach with working prototypes catches these issues during specification rather than during expensive development cycles.

Question 12

Can we use Trillo AI for applications in specific domains?

Accepted Answer

Yes. Trillo AI supports domain-specific agents that understand industry requirements. We're actively working with logistics, healthcare (including Indian healthcare systems), digital records management, marketing automation, and medical imaging (DICOM) applications. Domain experts validate that our outputs make sense for their industries.

Question 13

What do I need to get started?

Accepted Answer

Just your business requirements—these can be a few paragraphs or detailed documents. Upload them to Trillo AI, and our agents begin the orchestration process. You don't need technical specifications or wireframes; start with what you know about your business needs.

Question 14

How is this "human-in-the-loop" different from just reviewing AI output?

Accepted Answer

Traditional AI tools give you one output—take it or leave it. Trillo AI breaks the process into steps where you collaborate with AI at each stage. Comment on specific aspects, regenerate individual agent outputs with your guidance, experiment in branches, and validate with real prototypes. It's genuine collaboration, not passive review.

Question 15

Who owns the output?

Accepted Answer

You own all specifications, designs, prototypes, and other deliverables created through Trillo AI. The blueprints are yours to use for development with any team or vendor you choose.

Question 16

What kind of support do you provide?

Accepted Answer

We provide onboarding assistance to help your team understand the platform, best practices for writing effective requirements and comments, and ongoing support as you refine your specifications. Our goal is to ensure you successfully create production-ready blueprints.

Question 17

Can multiple team members collaborate simultaneously?

Accepted Answer

Yes. Trillo AI is designed for team collaboration. Multiple stakeholders—business analysts, architects, developers, domain experts, and end users—can review, comment, and contribute feedback. The versioning system prevents conflicts and maintains a clear audit trail.

Question 18

How do you handle security and compliance requirements?

Accepted Answer

Our agents include specialized focus on security, privacy, and compliance considerations. For domains like healthcare or financial services, the system prompts for regulatory requirements and incorporates them into specifications and designs. The output includes security architecture and compliance checklists appropriate to your domain.

Question 19

What if the AI gets something fundamentally wrong?

Accepted Answer

That's why we emphasize human-in-the-loop. You review every aspect and can regenerate any agent's output with corrective comments. The versioning system means you can always go back if a change doesn't work. Your domain expertise guides the AI; you're never stuck with incorrect output.

Question 20

Is there a free trial or demo available?

Accepted Answer

Yes, we offer demos for qualified enterprise teams. Request early access through our website or contact our sales team.

Question 21

How is it different from AI-driven IDEs such as GitHub Copilot, Gemini Code Assist, Cursor, Windsurf, and Aider?

Accepted Answer

AI-driven IDEs help developers write code faster once development has begun. Trillo AI solves a fundamentally different problem—it operates before any code is written. We focus on the specification and design phase, enabling stakeholders to collaboratively create blueprints and prototypes before coding starts. The two approaches are complementary.

Question 22

How are my application designs as Intellectual Property secure?

Accepted Answer

All application design artifacts you create are considered your Intellectual Property (IP) and are kept secure within your dedicated Trillo.ai Workspace. Trillo does not utilize these artifacts for training purposes. Trillo also offers a dedicated deployment for customers who do not wish to use shared infrastructure.

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