Business
Rules, actors and business services — extracted with AI and confidence-scored.
READING CODE
Your code already knows your business.
Abiktop scans your code, database structures and infrastructure, and links them to business rules and needs — turning them into a living corporate memory.
No spam. One email when we launch.
Needs and business rules linked to code, data and infrastructure
THE PROBLEM
Software knowledge goes stale the moment it's written down
Every organization pays the price of not knowing how its own system works: outdated documentation, questions left unanswered for weeks, and releases you can only hope won't break anything.
Hand-written documentation goes stale after the first missed update. Knowledge regenerated from code with Abiktop doesn't.
ProblemGain
Documentation that doesn't reflect reality
The diagram was drawn at kickoff. Outdated by sprint three, history by year two. Nobody trusts it, so nobody updates it.
Always-current knowledge
Documentation is regenerated from code based on triggers you define — it isn't a page someone has to update by hand.
Manual impact analysis
“What breaks if we change this function?” means days of scanning code and — if they still exist — talking to the two people who remember how it works.
Answers in minutes, not weeks
“Which services touch the refund flow?” is answered instantly — no hours spent searching through code, documentation, emails and chat logs.
Lost corporate memory
How the system really works lives in the heads of a few senior employees. When one leaves, the knowledge leaves too — rediscovering it can take months.
Fast onboarding
New hires learn from the system's living map instead of relying on word of mouth.
Unanswered questions
“Where does customer data live, who can access it, and who updates it?” Unanswered questions turn bug fixing and audits into a fire drill.
Audit-ready
Every run is versioned. See exactly what the knowledge looked like on any date.
Recurring AI costs
Every “how does this work?” question sends the entire codebase to the AI again — paying the same cost over and over. Abiktop builds the graph only when triggered by rules you define — every commit, every release, or with a single click. Answers come from the graph; the code is never re-read each time.
Your code stays yours
Secrets are masked before anything is stored; the AI reads the graph — never your raw source code.
Fingers-crossed releases
Nobody can say what a change will affect before release, so every release depends on luck not to break something.
Safer changes, calmer releases
Impact analysis runs in CI before release — not in production after deployment.
HOW IT WORKS
From source code to a queryable corporate brain
SCAN
java · ts · sql · tf · k8s
Reads the code and infrastructure.
KNOWLEDGE
AI model
Extracts the business rules.
LINK
Business · App · Data · Infra
Connects the four layers.
UPDATE
CI · bidirectional
Flags code with no matching business need. Updates code and infrastructure where it matters. Adjusts code to match the need.
Triggered by every commit, merge, release, or a rule you define.
IMPACT ANALYSIS
See a change's impact before production does
- CHANGED
- Impact area
- Unaffected
One rule change spreading across the four layers
THE FOUR LAYERS
A living enterprise architecture
Application
Services, classes, methods, message queues and service calls.
Data
Schemas, tables, storage and external integrations.
Technology
Servers, cloud providers, Terraform, Kubernetes, Docker and CI/CD.
- Secrets are masked before anything is stored.
- Deterministic facts stay separate from AI inferences.
- Versioned on every run — comparable by date.
- Every layer is linked together.
MCP & INTEGRATIONS
Accessible corporate memory
Your intelligent knowledge base, inside the AI tools you already use. One MCP server covers Claude Code, OpenCode, Cursor and VS Code and others...
- Safe access
- No LLM call
- MCP server per tenant
Consistent access to knowledge
Access to knowledge without access to source code. Answers come with references.
search_graphSearch the knowledge by keyword.get_nodeShow related knowledge nodes and code links.get_journeyFollow a flow: actor → service → code → table.
Editors
- Claude CodeSupported
- OpenCodeSupported
- CursorSupported
- VS CodeSupported
Publishing
- MarkdownSupported
- NotionSoon
- ConfluenceSoon
- SharePointNot planned yet
- Google DocsNot planned yet
SUPPORTED TECHNOLOGIES
Works with your current stack
9supported6soon14not planned yet
| Technology | Layer | Status | Request |
|---|---|---|---|
| Knowledge base1 / 6 | |||
| Markdown | L1Business | Supported | |
| Notion | L1Business | Soon | |
| Confluence | L1Business | Soon | |
| MediaWiki | L1Business | Not planned yet | |
| SharePoint | L1Business | Not planned yet | |
| Google Docs | L1Business | Not planned yet | |
| Code3 / 9 | |||
| TypeScript | L2Application | Supported | |
| JavaScript | L2Application | Supported | |
| React / JSX | L2Application | Supported | |
| Python | L2Application | Soon | |
| Java | L2Application | Soon | |
| Python | L2Application | Not planned yet | |
| C# / .NET | L2Application | Not planned yet | |
| Go | L2Application | Not planned yet | |
| Kotlin | L2Application | Not planned yet | |
| Database4 / 7 | |||
| PostgreSQL | L3Data | Supported | |
| MySQL | L3Data | Supported | |
| SQLite | L3Data | Supported | |
| Oracle | L3Data | Supported | |
| Redis | L3Data | Soon | |
| MongoDB | L3Data | Not planned yet | |
| Snowflake | L3Data | Not planned yet | |
| Infrastructure as code1 / 7 | |||
| Docker | L4Technology | Supported | |
| Kubernetes | L4Technology | Soon | |
| Terraform | L4Technology | Not planned yet | |
| Helm | L4Technology | Not planned yet | |
| Pulumi | L4Technology | Not planned yet | |
| Ansible | L4Technology | Not planned yet | |
| CloudFormation | L4Technology | Not planned yet | |
New connectors ship with every release — vote on “Soon” rows to help decide what should come next.
CONTACT
How can we help?
One monorepo or a huge legacy estate; one repo or two hundred — tell us about your codebase and we'll show you what Abiktop can map.