Governed AI Delivery · MENA Regulated Markets

AI code generation
with compliance
built in

OrchideAI automates the software development lifecycle — requirements, architecture, code, and audit artifacts — in a single governed pipeline built for banks, governments, and regulated enterprises.

orchide — multi-agent pipeline
$orchide run --project banking-portal --compliance UAE_PDPL,SAMA
▸ Initialising project memory graph…
✓ generate_architecture()     1,600 tokens   [Manager]
✓ generate_project_spec()     3,500 tokens   [Manager]
✓ _derive_pages_with_llm()   1,000 tokens   [Manager]
✓ worker_node [1/50]          4,500 tokens   [Worker → Observer]
✓ regulatory_checks [1/50]    2,500 tokens   [Manager]
⚠ handle_blocked_node         2,000 tokens   [Manager — resolving dep]
✓ worker_node [2/50] …        continuing pipeline
$
Built for
🏦 UAE Central Bank🏛 Government Procurement🔒 SAMA Compliance📋 UAE PDPL🛡 ISO 42001🏢 Hub71 Member

AI code generation
without governance

Existing AI tools generate code fast — but produce zero audit trails, no compliance evidence, and nothing a regulated enterprise can take to procurement.

01 / AUDIT TRAILS

No verifiable compliance evidence

Current AI code assistants — Copilot, CodeWhisperer — produce no audit logs. UAE and Saudi AI strategies now mandate transparency and compliance audits alongside AI-generated code.

02 / REGULATIONS

Gulf regulators are tightening requirements

UAE PDPL, SAMA guidelines, and UAE Central Bank's 2026 AI/ML note mandate security controls and auditability. Projects must deliver verifiable compliance evidence at delivery.

03 / PROCUREMENT

Dev platforms vs. certified delivery

Existing platforms focus on rapid prototyping, not certified delivery. They yield code that cannot be procurement-approved in regulated sectors — where $169B MENA IT spend lives.

A governed
development cycle

Compliance, requirements, architecture, code generation, human sign-off — all in one auditable pipeline. Governance happens during development, not after.

⚙️

Configure

Set compliance frameworks, coding standards, and project parameters upfront

📋

Requirements

AI captures technical and compliance requirements into structured specification

🏗

Architecture

Manager agent generates architecture and scaffold with full dependency graph

Code Generation

Worker agents generate one file at a time; Observer enforces policy on each

Human Sign-off

Review loop captures approvals; full audit trail, decision graph, rule-check reports

🚀

Deploy

Deliver complete, compliant codebase with embedded audit artifacts

Four agents.
One governed output.

A coordinated set of specialised agents turns requirements into auditable, deployable code — with a human in the loop at every critical gate.

Manager

Plans, orchestrates, resolves

Generates architecture, scaffold, and project spec. Derives pages with LLM. Handles blocked nodes and compliance checks. Routes work to workers with full context.

# Manager orchestration
await generate_architecture(spec)
await generate_scaffold(arch)
_derive_pages_with_llm(requirements)
_generate_tokens(design_system)
Worker

Generates one file at a time

Each worker node generates a single file with rich project context, ensuring consistency and coherence across the entire codebase.

# Worker per-file generation
for node in dependency_graph:
  ctx = _build_worker_prompt_with_window(node)
  result = await worker_node(ctx)
  yield result.file
Observer

Enforces policy on every output

Reviews each generated file against security, coding standards, and data regulation rules. Acts as a hard gate — the pipeline cannot advance until the Observer approves.

# Observer review gate
verdict = await review_generated_file(
  file=result,
  rules=["PDPL", "ISO42001", "SAMA"]
)
assert verdict.passed, verdict.reason
Human Reviewer

Signs off at critical gates

Built-in human-in-the-loop review at architecture, code completion, and compliance checkpoints. Approvals are logged immutably to the Project Memory Graph.

# Human sign-off captured
event = {
  "type": "human_approval",
  "reviewer": reviewer.id,
  "checkpoint": "architecture_v1",
  "timestamp": utcnow()
}

Audit artifacts
auto-generated

The compliance tier adds regulatory checks and generates the full artifact bundle required for GCC procurement — at $4.20 raw cost, $49 sell price.

📄

COMPLIANCE_SUMMARY.pdf

Auto-generated summary of all regulatory checks, per-file violations, and remediation notes — ready for procurement review.

🔍

regulatory_checks.json

Machine-readable per-file compliance results against UAE PDPL, SAMA guidelines, and ISO 42001 — one check per file, 2K/500 tokens.

🗂

Project Memory Graph

Every requirement, dependency, decision, and file version is captured — creating a tamper-proof audit trail across the full development lifecycle.

📊

DPIA & Rule-check Reports

Data Protection Impact Assessments and full rule-check reports — covers UAE PDPL, Saudi PDPL, and ISO 42001 info-sec requirements out of the box.

Compliance artifacts — banking-portal-v1Generated
PDF
COMPLIANCE_SUMMARY.pdf
3K in / 2K out · UAE PDPL + SAMA · 50 files
JSON
regulatory_checks.json
2K in / 500 out × 50 files · 125K tokens total
LOG
audit_trail.log
Full decision graph · all human approvals
DPIA
data_protection_impact.md
ISO 42001 · Saudi PDPL · UAE PDPL
MEM
project_memory_graph.json
50 files · 8 pages · all dependencies mapped

The only
end-to-end governed
AI dev platform

Code assistants suggest snippets. DevSecOps tools scan post-code. Only OrchideAI spans compliance → requirements → code → deploy in a single governed pipeline.

CapabilityAI Assistants
(Copilot, CodeWhisperer)
AI App Builders
(Lovable, Bolt, v0)
DevSec Tools
(Sonar, Snyk)
OrchideAI ✓
Project Context & MemoryPer-prompt onlyLimited sessionN/AFull Memory Graph
Compliance Enforcement GateNoneBasic security scanPost-hoc scanningHard gate per file
Audit Trail & Decision LogNoneNoneIssue logs onlyAuto-generated artifacts
Human-in-the-Loop ReviewOptionalLimitedN/ABuilt-in sign-off
Regulated Environment ReadyNoMVP-focusedNo code generationDesigned for GCC regulated
Full-pipeline GovernanceSnippet onlyNo governanceScan onlyCompliance → Deploy

A regulatory window
is opening

84% of GCC companies have adopted AI — yet most lack full compliance solutions. Governments are now mandating evidence of governance for AI-enabled systems.

$169B
MENA IT spending forecast
Gartner, 2026
84%
GCC companies using AI in some function
McKinsey, 2025
$18.7B
MEA system-integration market
Grandview Research, 2025
31%
GCC companies that have scaled AI — creating governance demand
McKinsey, 2025

From core pipeline
to full platform

Three stages from developer workflow to enterprise platform — with compliance artifacts as the key V2 differentiator for regulated-market buyers.

01

Developer Workflow

Embed OrchideAI into the dev process via VS Code plugin. Captures requirements, auto-generates code with AI, and enforces the compliance gate on the spot. Demo-ready end-to-end flow.

VS Code pluginMulti-agent pipelineObserver gate
02

Compliance Artifacts

Add regulatory content generation. Out-of-the-box templates generate DPIAs and audit reports. Expand built-in rule libraries to cover UAE PDPL, Saudi PDPL, and ISO 42001.

DPIA generationUAE PDPLSaudi PDPLISO 42001
03

Broader Channels

Open OrchideAI to non-coders via web UI. Product managers and auditors can input requirements into a form. OrchideAI's engine powers the process behind the scenes.

Web UIPM & auditor accessFull platform

Ready to deliver
governed AI software?

Join the first AI development platform built for regulated markets in the GCC.