Requirements, bug reports, and change requests update versioned contracts over time — each change is traceable, not a fresh generation from scratch.
Governed AI Development
Governed AI for Enterprise Application Development
The AI suggests. The contract governs. The pipeline certifies.
Keewo turns business requirements into full-stack applications through a deterministic pipeline where every generated feature is traceable from requirement to running code.
- AI drafts are validated against a deterministic baseline before generation
- Every generated file traces to its source spec via hash-verified manifest
- 15 automated quality checks per module; 6 certification scenarios per domain
- 16 application patterns: CRUD, workflow, kanban, calendar, dashboard, report, and more
What Keewo Is
Keewo is the governance layer for AI-assisted enterprise application development.
Glass-box development means systems remain fully inspectable across contracts, modules, build steps, and generated application artifacts.
- Governed AI development
- Deterministic build pipeline
- Inspectable software architecture
- Logic Bill of Materials
- Contract-first delivery
Platform Capabilities
What Keewo does today
These capabilities are built, tested, and running in the current platform.
Generated code links back to the contract revision, author, timestamp, and outcome — so the path from business intent to running code stays auditable.
The platform is tested against multiple distinct business domains — covering both deep domain complexity and broad generalization through managed requirements, governed contracts, and generated output.
The Problem
The enterprise software delivery crisis
Traditional delivery is slow, black-box platforms create lock-in, and chaotic AI coding produces systems that are difficult to own, audit, and scale.
Black-box platforms
Hidden runtimes and opaque extensions trade speed for lock-in, leaving enterprise teams dependent on a platform they cannot fully inspect.
Chaotic AI coding
Code generation without architectural controls leads to fragmented systems, security risk, and weak delivery accountability.
Slow enterprise delivery
Manual coordination struggles to keep pace with business demand while preserving governance, quality, and long-term ownership.
Keewo combines AI assistance with deterministic delivery, transparent artifacts, and enterprise governance.
The result is a governed delivery model that reduces technology risk without giving up AI-assisted speed.
The Ecosystem
Keewo is an enterprise ecosystem, not just a runtime
It combines framework, authoring pipeline, tooling, validation, and governance into one structured delivery approach.
Keewo Framework
Model-driven full-stack runtime for declarative modules covering frontend, backend, security, validation, metadata, and build tooling.
- XML-based application modeling
- Inspectable module composition
- Enterprise validation and security controls
Keewo Lab
Visual editing, diagnostics, preview, and AI-assisted draft flows for teams that need insight before release, not after it.
- Diagnostics and preview
- Regeneration with human review
- Developer and architect visibility
Authoring Pipeline
Governed path from feature slice requirements to managed contracts, generated modules, validation, testing, and release.
- Contract-first development
- Deterministic build pipeline
- Traceable release governance
Why Keewo
Human-governed, glass-box, ownable delivery
Keewo is designed for teams that want AI assistance without giving up transparency, accountability, and architectural control.
Human-governed AI
AI participates in delivery, but humans remain accountable for review, validation, acceptance, and release.
Glass-box software
Contracts, modules, composition rules, and generated artifacts stay visible, inspectable, and versioned.
Own your software
Deterministic generation and explicit composition keep the resulting codebase ownable instead of trapped behind a platform boundary.
Built for governance
Quality gates, validation, metadata, security controls, and managed release paths make governance part of delivery, not an afterthought.
How It Works
From structured intent to governed release
Keewo uses a deterministic delivery flow so AI-assisted work stays inspectable, testable, and accountable.
01
Feature requirements
Start with business intent, feature slice requirements, or structured specifications.
02
AI draft plan and contract
AI assists in drafting a plan and contract for the feature, giving teams a structured starting point rather than freeform code generation.
03
Managed contract YAML
Teams review and govern the contract as the source of truth for the managed path.
04
Generated XML modules
Keewo generates inspectable modules for data, logic, user interface, security, tests, and composition.
05
Validate, test, and build
Automated gates verify correctness, quality, security, and release readiness before deployment.
06
Governed release
Humans approve the final release into a deterministic runtime path with traceable output.
Managed and Unmanaged
Scalable generation with escape hatches
Keewo supports generated and manual paths so teams can scale with control and still handle brownfield or direct-edit scenarios.
Managed modules
Best for scale, governance, and repeatable enterprise delivery.
- Contract-first approach
- Generated and protected artifacts
- Ownership rules for controlled regeneration
- Validation and release gates built in
Unmanaged modules
Useful for brownfield integration and direct manual control.
- XML-first approach
- Manual control over artifacts
- Direct edits where needed
- Flexible escape hatch without abandoning the framework
Solutions
Built for enterprise leaders and delivery partners
Reduce technology risk at the executive level, gain architectural control at the CTO level, and standardize delivery across partner engagements.
For CEOs
Reduce technology risk in the AI era.
- Reduce vendor lock-in risk
- Improve strategic control of core systems
- Adopt AI assistance without losing governance
For CTOs
Structured, inspectable enterprise architecture.
- Deterministic architecture and release paths
- Inspectable modules and explicit composition
- Security, validation, and technical governance
For partners
A governed delivery platform for enterprise transformation.
- Standardize delivery across projects
- Support greenfield and brownfield execution
- Increase traceability and repeatability
Core Differentiators
Concrete controls, not abstract promises
Every differentiator maps to a specific mechanism in the pipeline.
AI drafts pass 10+ guardrail checks including entity coverage validation, identifier normalization, and locale preservation before acceptance.
Every module is Data, Security, Language, Logic, Tests, and UI — all XML, all version-controlled, all human-readable.
The same spec always produces identical output, enforced by corpus gate CI that fails on any diff.
Generated code runs on Vue 3 and Express — standard TypeScript, standard frameworks, no proprietary runtime lock-in.
Schema validation, semantic cross-references, composition wiring, generation determinism, and certification scenarios — all automated, all required.
CRUD, workflows, kanban boards, calendars, dashboards, reports, widgets, API integration, and shell navigation — each with contract rules and certification.
Governance in Practice
What the governance layer enforces
Each control maps to a specific check in the pipeline — enforced at generation, validation, or CI gate time.
AI-generated drafts must pass entity field coverage checks (minimum 60% overlap with deterministic baseline), identifier normalization, and locale preservation before the pipeline accepts them.
Every generated file includes a manifest recording the source spec hash, content hash, generator version, and timestamp. Regeneration is byte-for-byte reproducible.
15 automated quality checks produce a compliance score per module. The pipeline enforces a configurable minimum (default 90%) before a module can ship.
Scenario-based tests cover create, edit, list, deactivate, relation selection, and permission denial. One representative test per category scales linearly with module count.
The authoring index computes per-file status (in-sync, drifted, outdated, invalid) by comparing content hashes against manifests. Manual edits to managed modules are surfaced immediately.
Each of the 16 application patterns defines required paths, types, and structural constraints. Specs that violate pattern rules are rejected before generation begins.
Resources
Documentation, AI overview, and technical content
Keewo provides human-readable documentation, an AI-readable summary for copilots and agents, and structured metadata for search engines.
AI overview
Plain-language explanation of Keewo for AI systems, copilots, and autonomous agents.
llms.txt
Canonical text summary with positioning, definitions, routes, and implementation-oriented terminology.
Blog
Articles on AI governance, enterprise delivery, architecture decisions, and practical implementation.
FAQ
Common questions from enterprise buyers and technical evaluators
What is Keewo?
Keewo is the governance layer for AI-assisted enterprise application development. It helps teams move from structured requirements to inspectable, ownable, governed software through a deterministic pipeline.
What does glass-box development mean in Keewo?
Glass-box development means the system remains inspectable across contracts, modules, generated artifacts, metadata, and release controls. Every generated module is 6 human-readable XML files, each with a hash-verified manifest tracing it back to its source contract.
How does Keewo govern AI assistance?
AI participates in one bounded step: drafting a contract plan from requirements. The draft is validated against a deterministic baseline — entity field coverage must overlap at least 60%, identifiers are normalized, and required locales are preserved. After validation, the pipeline is fully deterministic. There is no AI in generation, testing, or release.
What is a Logic Bill of Materials (LBOM)?
Every generated feature carries a manifest recording its source spec hash, content hash, generator version, and timestamp. This creates a traceable chain from business requirement to running code — analogous to SBOM for dependencies, but for business logic.
Is Keewo only for new projects?
No. Managed modules support scalable greenfield delivery, while unmanaged modules provide a direct-edit escape hatch for brownfield and integration-heavy work.
Get Started
Start a pilot conversation
Pick one real business slice, one accountable sponsor, and one governed evidence trail. We will show you how Keewo delivers it.