limapoint.ai Contact us

Your business architecture, compiled.

Turn business intent into verified software delivery.

Limapoint keeps what the business asked for connected to what engineering shipped. Every artifact has an owner, and every change is traceable both ways.

Front-end Platform Source intent
Business intent CAP-PAY-002

“Screen every cross-border transfer for sanctions before the money leaves.”

Paul Lau

Product Owner

Owner approved Remittance
Back-end Artifacts Live governance
PRD

Product Owner

High-value compliance screening PRD-PAY-04
USR

Business Analyst

Given a transfer over $50,000 · when it is submitted · then hold funds until sanctions screening clears
US-PAY-108
LDM

Data Architect

TransferInstruction ComplianceParty sanction_cleared_at: Timestamp
API

Solution Architect

POST /transfers/{id}/execute-screening
200 ScreeningPassed · 403 ComplianceHold
SVC

AI Coding Agent / Engineer

TransferService.processOutbound() PaymentEngine.java: line 214
Forward to shipped code, back to CAP-PAY-002 5/5 traceable

01 · The gap

Every requirement starts as a conversation. Most of it never reaches the code.

By the time it ships, nobody can point to what was actually agreed, or to who agreed it.

Rachel Okafor

Head of Trading Desk Operations

“Allocate vault lots on the settlement date, before any funds leave.”

+1 312 847 1928 Today at 17:04
Dropped after handoff No rule number attached

Summarised into a ticket, then a prompt. The rule number never travelled with it.

02 · The chain

One chain, both directions.

Forward, the ask compiles into the artifacts that ship. Backward, any running line of code names the decision it came from.

Held together by limapoint.ai
1 Process
2 User story
3 Data model
4 Contract
5 Service
US-SETTLE-14

Confirm on settlement date

It becomes a testable story with rule R-VAULT-ALLOC-02 attached, so the condition survives the handoff.

Forward: ask to code

03 · Front-end governance

Humans align it. The engine builds it.

Four stages of human governance end at the user story, the last artifact a person writes by hand.

1 Demand Business owner · Product owner
2 Understand Business analyst · Business architect
3 Design Enterprise · Domain · Data architect
4 Build Technical architect · Dev · Tester
STAGE 1 human authored

Demand

What do we want to change?

OUTPUT

capability mapvalue streambusiness contextinitiative scope

Approved before Understand opens.

STAGE 2 ends at user story

Understand

What does the business actually mean?

OUTPUT

business architecturerequirement specprocess definitionsuser stories

Every story carries its intent, rule and approver.

STAGE 3 governed model

Design

What should the system do?

OUTPUT

service domainsconceptual modellogical data modelmicroservice contracts

Reviewed before any code exists.

STAGE 4 hand-off spec

Build

How do we implement it?

OUTPUT

microservicesschema migrationstest suiteslineage manifest

Ships with its lineage attached, down to the line.

It tells you what it won't guess.

Every generator produces output — even when it's guessing. Limapoint names what's missing and points to the artifact that owes the answer instead of filling the gap silently.

No silent guesses. Every gap named, every line traceable.

Governed, not just generated.

Speed is only worth having if the result can be defended afterwards. Four disciplines, applied at every stage.

Nothing advances without a named approver.

The engine proposes. A named architect or business owner accepts every stage transition, and the record shows who.

Change one rule, see everything it touches.

Impact analysis runs across processes, stories, models and contracts — before an editor is opened.

Decisions are kept as a record, not a memory.

Every version and approval is retained and reconstructable: what changed, who accepted it, and when.

Runs where your risk model allows.

Dedicated cloud, hybrid, or fully on-premise inference. Boundaries are agreed before the engagement starts.

dedicated VPC hybrid + local inference fully on-premise

Contact

Contact us.

Tell us about one initiative: where business intent sits today and what you want traced. We read every message and reply within one business day.

This field is required.
This field is required.
This field is required.