DEFENSIVE AI FOR OPERATIONAL ENTERPRISES

The AI Intelligence Layer for

Enterprise Software Estates

The intelligence layer for the software you’ve already built: AInative code intelligence that maps, documents and continuously defends your estate.

Now, engineering, security, and exec teams make faster, safer decisions with less friction.

See real risk:

Visualise dependency blast radii across code, databases and APIs so you prioritise fixes that matter.

Reduce timetocompetence: Autogenerated, plainlanguage documentation brings new engineers up to speed far faster.

Triage and remediate with confidence:

Readonly analysis and versioned commits let you test fixes, run agents and validate outcomes without risking production.

Align engineering with governance:

Executives and auditors get auditable views of coupling, regulatory exposure and keyperson dependencies.

Scale responsible AI:

Multimodel orchestration applies the right model to each task while keeping analysis inside your tenant and readonly by design.

HAVING IMPORTANT BUSINESS INFORMATION IN MULTIPLE SOURCES, COMES WITH ITS CHALLENGES:

Enterprise estates are opaque:

Thousands of stored procedures, DB objects and integrations create hidden coupling that multiplies risk and slows change.

Tribal knowledge is fragile:

Critical context lives in people and patchy docs: when they leave or shift roles, so does institutional memory.

Onesize AI fails:

Single‑model approaches miss domain nuance; engineers need explainable, versioned intelligence they can trust and act on.

WHAT IS RUNESTONE?

A Git‑like substrate for AI on code. Runestone is an AI‑native code intelligence engine: a versioned, branchable graph that makes the whole estate machine‑readable and continuously analysable. Built for fleets of AI agents and humans to collaborate on understanding source code, database objects, configs, integrations and the institutional knowledge around them without write access to production.

USER-FOCUSED BENEFITS

Readonly by architecture

Scoped service principals, replica access and enforced nowrite posture. 

Inside your tenant

Deploy within your subscription so that data, code, and Deploy in your subscription so data, code and findings remain under your control (POPIA & GDPR aligned). 

Defensive use only

Findings are structured for remediation; no exploit generation.

Full audit trail

Every commit, annotation and agent action is versioned with chainofcustody. 

Continuous analysis

Each new commit triggers reanalysis so defensive posture compounds with every release. 

Proudly South African

 Built in Pretoria for African enterprise realities with sovereign deployment options. 

HOW RUNESTONE HELPS TEAMS

Machinereadable estate:

Very fast commit lifecycles and YAMLfrontmatter graph nodes validated by JSON schemas.

Readonly by architecture:

Service principals catalogue replicas; no production writes, no surprise changes.

Tenantfirst deployment:

Analysis lives in your cloud subscription; code, graph and findings stay yours.

Runestone turns your existing software estate into an auditable, versioned substrate for AI: reducing time to insight, hardening defensive posture and turning tribal knowledge into reliable enterprise intelligence. 

Cyber security: Continuous, contextual vulnerability discovery and triage

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Detect the right risks, fast: Agents run deep analysis on commits and objects, flagging issues the moment code or schema changes; so you find vulnerabilities early in the lifecycle rather than after release.

Prioritise by impact:

Findings are mapped to the RuneWeave dependency graph so you see blast radius (which services, tables or APIs are affected) and focus fixes where they reduce real business risk. 

Make triage efficient:

CXQL queries, dashboards and rulable routing let SecOps, engineering and product teams filter, route and assign issues automatically to the correct owner or playbook. 

Enrich findings with context: Extensible agent toolkits pull in CVE feeds, historical logs, telemetry and test results so each finding arrives with corroborating evidence and remediation hints. 

Keep proof for audits:

Every detection, agent run and remediation action is versioned and logged, producing an auditable chain of custody for boards, CISOs and regulators. 

Defend without breaking production:

Read‑only discovery, commit‑triggered analysis, and safe reporting prevent accidental writes or changes while enabling continuous assurance. 

TALK TO US 

Deploy Runestone in your estate. Whether you’re evaluating a full deployment or a specific project use case, we’d value the conversation.

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