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BUSINESS LOGIC EXTRACTION

Extract business logic from experts and turn it into build-ready specifications

RuleFoundry helps product, engineering, and operations teams capture the rules, exceptions, and decision logic behind real workflows through structured expert interviews, then turn that knowledge into diagrams, rules catalogs, pseudo-code, tests, and implementation briefs.

Start with one scoped workflow.

  • Capture logic through structured expert interviews
  • Deliver decision flows, rules, and implementation briefs
  • Review and validate before engineering begins
RuleFoundry extraction pipeline — from expert conversation to structured business logic artifacts

SAMPLE WORKFLOW

Approval routing for non-standard pricing requests

Decision flow
Rules catalog
Open questions
Implementation brief

Existing finance flag? Finance review

DE + discount > 20% Regional Finance

Strategic + ARR > $250k VP Sales

Discount > 10% Sales Manager

Otherwise Auto-approve

THE PROBLEM

Code is getting cheaper. Correct requirements are not.

AI can increasingly generate implementation. What it still cannot do is recover the business logic that never made it into the spec. In most organizations, that logic lives in a small number of experts, scattered documents, and repeated clarification meetings. RuleFoundry is built to capture it before handoff turns it into guesswork.

The logic lives in people

The real rules are usually unwritten, exception-heavy, and trapped in expert conversations.

Experts rarely write formal specs

The people who know the workflow best are usually willing to explain it live, but not to document it in a format engineering can use directly.

Faster implementation raises the cost of ambiguity

When code gets easier to generate, incomplete requirements become more expensive, not less.

WHY CONVERSATION WORKS

Experts explain better than they document.

The people who understand a workflow best rarely want to prepare a perfect specification. They will, however, explain how the work actually happens when asked the right questions. RuleFoundry is built around that reality.

  • Less prep for SMEs — no formal spec writing required
  • Better exception capture — edge cases surface in conversation
  • Faster team validation — logic can be reviewed before build begins
HOW IT WORKS

Scope → Extract → Verify

RuleFoundry keeps the buyer experience simple while doing the hard extraction work underneath.

1

Scope the mission

Define what needs to be extracted, why it matters, who the output is for, and which experts should be involved.

2

Extract through conversation

RuleFoundry schedules and runs the call, asks targeted follow-up questions, and captures the hidden rules from how people actually explain the work.

3

Verify before implementation

Review the result as logic flows, pseudo-code, rules, and scenarios so the team can pressure-test it before engineering starts.

DELIVERABLES

Not just notes. Deliverables teams can review and build from.

Each mission returns a structured deliverable package designed to help product, engineering, and operations teams work from the same logic.

Decision flows

Visual models of rules, branches, approvals, and outcomes.

Rules catalogs

Explicit conditions, thresholds, dependencies, and exceptions.

Open questions

Unresolved conditions, conflicts, or missing branches surfaced during extraction.

Scenario packs

Example cases that pressure-test the logic.

Implementation briefs

A structured handoff for engineering or coding agents.

Pseudo-code

Function-like logic that gives implementation teams a precise starting point.

BEST FIT

Built for logic-heavy workflows where mistakes are expensive

RuleFoundry is strongest where logic is dense, experts are overloaded, and misunderstanding creates expensive rework.

Compliance and regulatory workflows

Rules that must be exactly right, with clear audit trails and exception handling.

Claims and eligibility logic

Complex determination logic with many conditional branches and edge cases.

Finance and approval routing

Multi-step approval chains with thresholds, overrides, and escalation paths.

Internal workflow automation

Operational processes where tribal knowledge drives daily decisions.

PILOT

Start with a scoped pilot

The fastest way to evaluate RuleFoundry is to run one logic-heavy workflow through the process and review the deliverables with your team.

  • One workflow
  • One or two expert sessions
  • Structured deliverable package
  • Stakeholder review
EVALUATION

A typical evaluation includes

One workflow

1–2 SME sessions

Structured deliverables

Team review before build

FAQ

Frequently asked questions

See whether RuleFoundry fits your workflow

Most first conversations are 20\u201330 minutes.