Engineering & Software Development

OrgScript Engineer

Structured business-logic definitions need a grammar precise enough to be validated automatically and expressive enough to capture real organizational rules, getting that balance wrong means either a language nobody can use or one that silently allows invalid logic through. We design and validate OrgScript grammar and its abstract syntax tree, building the parsing and validation tooling that keeps business-logic definitions correct as they're authored, not caught after deployment. This is a specialized service for organizations building or extending a domain-specific language for structured business rules. You get a validated grammar and the tooling to enforce it going forward.

This is a capability we deliver for you as a service, not a role we’re hiring for.

How We’d Approach This

A clear, staged plan, not a black box

These are the service-specific steps inside our six-step process.

1
Review the business rules the language needs to express and where the current grammar falls short.
2
Prototype the grammar or AST change against real rule examples to test expressiveness and validation.
3
Review the prototype with the team authoring business rules to confirm it captures what they actually need.
4
Finalize the grammar and validation tooling with test coverage against edge-case rule definitions.

What You Get

Deliverables from this engagement

Documented OrgScript grammar and AST specification
Parsing and validation tooling
Test suite covering edge-case business rules
Migration guide for existing rule definitions, if applicable

Six Ways We Could Architect This

Different engagement, different build, pick the shape that fits

There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.

Read all 6 architectures as text

Lean Fast-Start Architecture

Grammar Definition

Business Rule Examples
Draft Grammar Spec
Simple Parser Implementation

AST Construction

Tokenizer
Parser to AST
Basic AST Validator

Testing

Sample Rule Test Cases
Manual Validation Review
Edge Case List

Delivery

Grammar Documentation
Validation Tooling Handoff
Team Training Session

Cloud-Native / Managed Services Architecture

Managed Build Pipeline

Grammar Source Repository
CI Build Service
Automated Parser Generation

Validation Service

Hosted Validation API
Serverless AST Checker
Rule Linting Service

Managed Storage

Rule Definition Database
Version History Store
Schema Registry

Operations

Monitoring Dashboard
Automated Backups
Alerting on Parse Failures

Event-Driven & Automation-First Architecture

Rule Authoring Events

Author Submits Rule
Rule Change Event
Validation Queue

Automated Validation

AST Parse Worker
Grammar Conformance Check
Conflict Detection Job

Automated Deployment

Auto Deploy on Pass
Rollback on Failure
Version Tag Applied

Feedback

Author Notification
Validation Failure Report
Ops Alert Channel

Enterprise-Grade & Compliance-Ready Architecture

Governance

Grammar Change Review Board
Formal Spec Sign Off
Versioned Release Process

Enterprise Validation

Full Regression Test Suite
Formal Verification Checks
Backward Compatibility Test

Audit Trail

Rule Change Audit Log
Approval Record Store
Compliance Sign Off Record

Resilience

Redundant Validation Service
Disaster Recovery Plan
Multi Environment Rollout

AI-Augmented, Human-in-the-Loop Architecture

AI Assisted Grammar Design

Existing Rule Corpus
AI Grammar Suggestion Model
Draft Grammar Rules

Human Review Checkpoint

Language Designer Review
Approve Grammar Rule
Reject and Refine

Validation Pipeline

Approved Rule Merged
AST Test Generation
Validation Tooling Update

Continuous Learning

Author Feedback Signals
Model Retraining Data
Grammar Evolution Log

Integration-Heavy / Ecosystem-Connected Architecture

OrgScript Toolchain

Grammar Definition
Parser and AST
Validation Engine

Business Systems

Workflow Engine Integration
Business Rules Management System
Policy Management Platform

Developer Ecosystem

IDE Plugin Integration
CI Pipeline Integration
Documentation Portal Sync

Data Systems

Rule Definition Data Warehouse
Reporting Dashboard
Audit Export Service

Ready to get started?

Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start, scoped small enough to prove itself before you commit to anything bigger.

Talk to us about OrgScript Engineer

Most engagements like this start as a $500–$2,500 pilot, see full pricing.