AI SDLC
From idea to tests and back — the full cycle

AI SDLCAn AI platform for every specialistStop keeping your project in your head

Describe your idea — AI creates requirements, use cases, architecture, code and tests. All in one place.

  • Save time
  • Higher quality
  • One workspace for the team
AI agents
for the whole team
From idea
to working code
Built-in
tests & QA
Unified
model
Analysis
Architecture
Code
Tests
Docs

A closed loop: each artifact creates the next, and reverse engineering leads back

3-10×
faster routine at every stage
8 roles
each gets its own AI assistant
100%
links — from requirement to test
0
outdated documentation
Why it works

A platform, not a pile of disconnected tools

Artifacts are created from one another, checked for quality and stay linked — from the first idea to the last test and back.

Tap a card — it flips with details

AI acceleration for everyone

Cursor and Codex write betterwhen they get a proper brief

AI SDLC turns the idea, requirements and architecture into ready context for Cursor / Codex / Claude Code: specs, prompts, acceptance criteria and links. Your coding tool writes the code; AI SDLC makes the input precise enough for predictable output.

The client wow is simple: less prompt chaos, fewer rewrites after generation, and a faster path from idea to working result.

AI SDLC
Platform modules
Analysis
Architecture
Development
Testing
Docs
Reverse eng.
Code-generation tools
Cursor
Codex
Claude Code
Your personal AI accelerator

Speed up exactly your work

Pick your role — and see what routine AI SDLC takes off your plate, how much faster your work goes, and which artifacts you get.

Business & systems analyst

Requirements and a domain model without manual retyping, with auto-checks for completeness and contradictions.

×8
faster requirements and use cases

Save an evening on every set of requirements: you describe the idea instead of retyping it into artifacts by hand.

What gets generated
  • Requirements and user stories
  • Use cases
  • Domain model
  • BPMN diagrams
  • SMART-check reports
Try it for the Analyst role
How it works

How AI SDLC turns an idea into a working product

Artifacts are created in a chain: the output of one stage becomes the input of the next. Pick a stage and see what goes in and which artifacts come out.

Idea

Each arrow is traceability: an artifact is linked to what it was created from

Paused — move the cursor away to continue

Module: Analysis

Idea → requirements and use cases

Input
your idea
Your idea in plain words
I want a food delivery app.
The user picks a restaurant, builds
a cart and pays by card. The courier sees
the order and delivery status.
Generated
From a couple of sentences — structured requirements, use cases and BPMN with links.
AI agent

Describe a task in chat — the agent does it in the platform

Creates objects and processes, links requirements, runs transformations and works with code. You confirm every write yourself.

Create a BPMN "Order checkout" and link it to REQ-04
find REQ-04bpmn-createobjects-create-relation

Confirm the write: link REQ-04 → process "Order checkout"

ConfirmReject

Done: the process is created and linked to the requirement.

Catalog, objects, BPMN

Creates and links objects, maintains BPMN processes and their versions.

AI transformations and search

Runs recipes and batch runs, searches across the whole project.

Code and Git in the Code folder

Reads and edits files, shows diffs and commits, with rollback.

Permissions and secrets protected

Works strictly within your permissions; passwords and tokens are hidden.

Available on plans with MCP access

Word, Excel, PowerPoint

Your documents become project artifacts

The agent creates and edits your documents: it breaks files down into requirements and processes and builds ready-made Word, Excel and PowerPoint files from the project.

From documents to the project

Word
Specs, regulations, letters
Excel
Matrices, lists, data
PowerPoint
Pitches, diagrams, processes
AI agent
«Break down Payments_spec.docx into requirements and processes»
12 requirements
REQ-01 … REQ-12, linked
2 BPMN processes
payment, refund
Source file attached
the link to the source is kept

From the project to documents

Requirements and use cases
REQ-01 … REQ-12
Test cases
coverage per requirement
Product description
goals, roles, roadmap
AI agent
«Build a spec in Word, a coverage matrix in Excel and a pitch in PowerPoint»
Payments_spec.docx
structure and numbering from the project
Coverage_matrix.xlsx
requirements × tests
Project_pitch.pptx
slides from the product description

From file to objects

Breaks Word, Excel and PowerPoint down into requirements, processes and data.

From project to file

Builds specs, matrices and presentations from up-to-date artifacts.

Edits on command

Changes a document at your request, with no manual formatting.

Formats .docx, .xlsx, .pptx · works through MCP

Quality analysis

Find weak spots in requirements before they become bugs

Click "Quality analysis" on an object or a folder. The platform finds failed criteria, duplicates, contradictions and overlaps.

Folder "Payment and cart"· 14 objects

Score 82 · warnings found
3
Failed criteria
2
Duplicates
1
Contradiction
1
Overlap

Contradiction · REQ-04 and REQ-11 set different payment deadlines

Criterion · Unambiguity: REQ-07 says "fast" without a number

… and 5 more findings in the full report

Click a button to see an example

Flexible criteria management

Tune checks to your own standards: add and change criteria in a simple table — no developers, no releases.

History and score trend

Past checks are kept — open them and compare.

AI-suggested fixes

For every finding AI proposes a wording and highlights the fragment.

Versions and traceability

Nothing gets lost and nothing "hangs in the air"

Two mechanisms make your work transparent: the change history of every artifact and the links between all artifacts.

Versions

Every change to an artifact is saved. You see the whole history — who changed what — and can roll back to any past version.

Traceability

All artifacts are linked. Click a requirement and you see what came from it: which use case, which part of the architecture, which code and which test cover it. Nothing hangs in the air.

What sets us apart

An AI chat writes answers. AI SDLC prepares your product for build

ChatGPT and Cursor are great tools. But they work in a single window and are about code. AI SDLC holds the whole product: artifacts, links, versions and documentation.

CapabilityAI chatCursor / CodexAI SDLC
Prepares briefs and prompts for code generation
~
~
Requirements, use cases, architecture
~
UML diagrams (class, component)
~
BPMN processes and sequence diagrams
~
Artifacts for every team role
Links between artifacts (traceability)
A version of every artifact, not just code
~
Structured storage of artifacts
Documentation from code (reverse engineering)
~
Meaning-based search across the whole project
~
~
Quality control at every stage
Team collaboration on the project
~

AI SDLC doesn't replace Cursor and Codex — it prepares the perfect brief for them and keeps everything around the code.

Reviews

What our users say

Developers, vibecoders, analysts and founders — on what changed in their work.

2,800+
already with us
120,000+
artifacts generated
4.8/5
average beta rating
8 roles
from junior to team lead
AS
Artem Severin
frontend dev, weekend side projects
I came to try it for the hype and stayed for the traceability. My requirements used to live in my head and three notes; now I see which test is tied to which requirement. For a side project it's almost overkill in a good way 😅
LK
Lena Korneeva
product manager
I don't write code, but I constantly need to turn ideas into proper requirements and user stories. I used to do it by hand for half a day. Here I described a feature, got stories with acceptance criteria and linked them to what already exists. Saved a ton of nerves.
DZ
Denis Zhuk
indie hacker, vibecoder
I already have Cursor. The joy is that AI SDLC prepares a proper brief I drop into it — and the code comes out predictable, not "as luck would have it". Plus I recovered the docs I'd given up on back in March straight from the code.
MV
Marina Vlasova
systems analyst
Not everything's perfect — a couple of times I fixed the wording after the AI. But the speed is incomparable: use cases and BPMN from requirements come together in minutes, not an evening. Reviewing and approving — yes, that stays on me, and rightly so.
KA
Kirill Adamov
founder, early-stage startup
I'm building solo. The most valuable part is that everything from idea to test cases is linked and versioned. When an investor asked "where's your architecture", I didn't blush. Put together the artifact package over a weekend.
NR
Nastya Rybina
junior, switching careers
As a newcomer it helps me understand "how software is actually made". I see the whole chain: requirement → use case → code → test. Better than any course, because it's on my own project.
PG
Pavel Gordeev
backend freelancer
I hand clients a project with documentation I used to hate writing. Now it's recovered from the code and doesn't lie. Natural-language search across the project deserves a separate shout-out — it really finds things by meaning.
IT
Igor Ten
lead of a tiny team (3 people)
I got it for onboarding. A new person joins, opens the project link map and sees what grows from what, without hour-long calls. The traceability matrix turned out more useful than I expected.
Pricing

Start free, pay as you grow

Transparent subscription for an individual and small teams. No hidden fees, cancel anytime.

Tap a card — see who the plan fits

Free

$0/ forever

To try the platform on your own project.

  • 1 project
  • Basic artifact generation
  • Versions and traceability
  • AI agent
  • Object quality analysis
  • Working with documents: Word, Excel, PowerPoint
  • Export to Markdown
Start freeWho it fits
Free
To try it risk-free

Walk the whole "idea → test cases" path on a real project and decide for yourself. No card needed, no time limit.

  • No card
  • Free forever
  • Community and docs
Popular

Pro

$19/ per month

For developers, vibecoders and freelancers who build regularly.

  • Everything in Free
  • Unlimited projects
  • All artifacts and reverse engineering
  • Intelligent search (RAG)
  • Folder and global quality analysis
  • Export to Word / PDF / Markdown
  • Priority AI models
Try ProWho it fits
Pro
For those who build regularly

Unlimited projects, reverse engineering and intelligent search pay off on the very first project you don't abandon halfway.

  • Priority AI models
  • Reverse engineering from code
  • Cancel anytime

Team

$12/ per user / mo
3 users min

For small teams and startups with a shared workspace.

  • Everything in Pro
  • Collaboration
  • Shared traceability matrix
  • Roles and onboarding
  • Priority support
Choose TeamWho it fits
Team
For teams and startups

A shared workspace, roles and traceability turn scattered work into a managed product. Onboarding a new member takes hours.

  • Shared workspace
  • Unified traceability
  • Priority support
FAQ

Frequently asked questions

Yes. Describe your idea in plain words and AI SDLC turns it into requirements, use cases, architecture and documentation. You don't need to know UML or notations: AI handles the routine while you review and approve. It's great for founders, product managers, analysts and anyone shipping products.

Start free today

Create your first artifact in a couple of minutes. Describe an idea and get requirements, use cases and documentation. No card, no commitment.

Emailinfo@aisdlc.ru
Telegram@aisdlc_bot
LocationSaint Petersburg, Russia

Create your account

  • Free plan — no card required
  • The full “idea → test cases” flow on your project
  • Your artifacts, versions and links are saved in your account
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