
Custom software development
We build the software your business can't buy.
Garni Labs builds custom operations software and digital platforms for teams that have outgrown spreadsheets, disconnected tools, manual handoffs, and off-the-shelf products.
When off-the-shelf stops fitting
Your tools hold pieces of the work. Your team still holds the whole process together.
A request arrives in one place. Documents live in another. Critical rules sit in people's heads. Approvals disappear into threads. Your software records the result, but the path to it is still manual.
That is the layer we build.Work item WI-2048
- Company
- Northstar Group
- Project
- Account launch
- Inputs
- 3 matched
- Owner
- Maya Chen
The operating path
One controlled path from messy input to completed work.
We combine integrations, AI-assisted interpretation, deterministic rules, and human approval in the places each belongs.
- 01
Intake
Bring in requests, emails, documents, files, and system events.
- 02
Extract & Normalize
Turn inconsistent inputs into structured, comparable information.
- 03
Apply Rules
Enforce pricing logic, validation, permissions, and business constraints.
- 04
Human Approval
Put consequential decisions in front of the right person with the right context.
- 05
Update & Deliver
Create the deliverable, update the system, send the response, or move the work forward.
- 06
Audit
Preserve what happened, why it happened, and who approved it.
Custom operations systems
Replace manual handoffs with software built around the real workflow.
We design and build internal systems for quoting, renewals, document intake, product and rate data, order handoffs, approvals, and the operational work that falls between your existing tools.
- Quote and proposal workbenches
- Renewal and follow-up systems
- Email and document intake
- Product and rate normalization
- Order and exception workflows
- Approval queues and audit trails
Q-2048 / Project Aurora

Websites & digital platforms
Complex web builds for organizations that have outgrown templates.
We rebuild multilingual, content-heavy, catalog, RFQ, and integration-dependent websites where migration mistakes, weak performance, or generic design have real consequences.
Explore websites and platformsClient outcomes
The work is already moving the numbers.
Across commerce, lead generation, and internal operations, these systems are creating measurable growth and faster execution.
online sales
We turned a barely active ecommerce channel into one producing four times its previous sales volume.
inquiries per month
The previous site produced zero RFQs in seven years. In under three months, the new storefront was generating more than 30 inquiries per month. Thousands of product SKUs also reached page one on Google.
faster quote building
The team now builds quotes three times faster through one controlled internal workflow.
Internal operations software
Dataworld Operations Platform
From renewal emails to approved quotes in one controlled workflow.
Dataworld's commercial work crosses email, supplier information, customer records, renewal schedules, and bilingual quote documents. We built an internal operations platform that ingests the work, classifies and extracts the details, surfaces renewals, prepares quote drafts, and keeps a human in control at every customer-facing step.
Explore the systemRenewal radar
Luxury ecommerce platform
La Maison Monaco
A barely active sales channel grew 4×.
After we took over the storefront, online sales rose to four times their previous volume. We also rebuilt it as a custom Next.js commerce platform, replacing a WordPress and Elementor stack with about 25 plugins.
Explore the platform
B2B digital platform
Dataworld Storefront
A bilingual product discovery and RFQ experience built for complex catalogs.
The storefront gives buyers a clear way to discover products and submit qualified requests while keeping pricing, availability, supplier data, and the commercial response under operational control.
Explore the platform



Reliable by design
AI handles ambiguity. Software enforces the rules. People keep control.
AI for messy inputs
Use models where language, documents, and inconsistent formats require interpretation.
Code for correctness
Use deterministic logic for calculations, validation, permissions, and business rules.
Approval for consequence
Require the right person to approve customer-facing, financial, or irreversible actions.
Auditability throughout
Preserve inputs, outputs, decisions, and exceptions so the system can be trusted and improved.
A sound decision becomes a buildable state.
Fit
We determine whether the problem deserves custom software.
Blueprint
We map the workflow, controls, integrations, and first release.
Build
We ship in working increments with the process owner involved.
Operate
We monitor, support, and improve the system after launch when needed.
When standard software stops fitting
Show us what your business needs that off-the-shelf software cannot deliver.
In 20 minutes, we will tell you whether it needs custom software, a lighter solution, or no custom build at all.
No pitch deck required. Bring the messy version.
