Before you automate: what has to be in order in your data
Why solid data foundations decide whether automation works
AIAgents
Your next chapter, built.
Hi. We're Kirana Labs, a software development and AI firm with a nearshore delivery center in Monterrey, Mexico. As a strategy and execution partner, we plan the next version of your business with you, build it with our own team, and stay accountable for the numbers until they hold. Strategy, execution, and AI where it moves the result, for companies in the US and Latin America.
Trusted by founders and operators in the US and Mexico
What we do
Wherever your business is, we take it from here.
01020304
New Business
For founders and new ventures. From first version through validation, consolidation, and scale, with product leadership inside your team.
Digital Enterprise
For established companies. We find the bottleneck, tie the plan to your P&L, and own a 3:1 return.
KAI Vault
For any company that wants AI to work on real business data. We make your data available, unified, and safe for agents to read and act on.
Embedded Product Teams
For US product companies. Senior teams in your time zone, accountable for time to market and roadmap milestones.
One way of working, whatever the engagement.
Every project starts with a number and ends with a report against it.
- 01
Baseline
We write down today's number, from your own data.
- 02
Plan
Owners, dates, and the number each initiative is meant to move.
- 03
Execute
Our team does the work across people, processes, systems, and agents.
- 04
Measure
We report against the baseline on a fixed schedule until the result holds.
Fixed price where the scope allows it. Milestone-based where it doesn't.
Where we started, what we owned, what changed.
Three engagements, in the same format we use for all of them.
SISAMEX / ITESM
Quality-control data on automotive production lines lived on paper and in spreadsheets. We built the mobile capture and KPI layer the line now runs on.
BWT – EuroWater
A growing franchise network with CRM, service, and inventory in separate systems. We built the operating platform they use to add franchises.
G2X
A GovCon intelligence firm migrating off a CMS onto a custom platform. Our embedded team took ownership of delivery.
What our clients say
Their ability to not only develop the software but also give valuable business consulting and propose processes that improve our operations. The overall service has been excellent and has been our best technology provider over time.
Claudia Correa
Technology Manager, Caché Interiores
Kirana Labs delivered a functional platform with all the agreed-upon features. The team had excellent project management as they were organized, quick to respond, and prompt to deliver. Their service was impressive.
Alonso Cisneros
Innovation & Development, Axioma
State-of-the-art review analysis of system requirements. Their technical knowledge, people skills, and disposition are impressive. We experienced excellent results in terms of both technical performance and customer support.
Horacio Ahuett
Engineering and Sciences, ITESM
Kirana Labs has helped us increase our development velocity by 10%–15% and made our services more reliable. They also consistently resolve incidents and issues quickly thanks to their straightforward processes and resource allocation abilities.
Daniel Lobaton
CTO, G2Xchange
Their ability to not only develop the software but also give valuable business consulting and propose processes that improve our operations. The overall service has been excellent and has been our best technology provider over time.
Our reach
Twelve industries. One method.
The industries change. The way we work does not: a baseline, a plan, and a result we report against.
- Higher Education
- Computer Software
- Consumer Goods
- Health & Wellness
- Logistics & Supply Chain
- Financial Services
- Automotive
- Retail
- Apparel & Fashion
- Real Estate
- Manufacturing
- Government & Public Service
- +180projects
- 12industries
- 4countries
We build with
- Interfactura
Direct partnerships with the model and platform providers we build on. Model-agnostic by design.
Notes from the work.
What we've learned about data, operations, and shipping software, written for operators.
AI Agents vs Automation: What Actually Matters for Your Business
The primary difference between AI agents and traditional automation (often referred to as Robotic Process Automation or RPA) lies in their underlying logic and capacity for independent decision-making. While traditional automation is deterministic, following rigid, pre-defined rules, AI agents are probabilistic, using reasoning and adaptation to achieve complex goals.
Digital TransformationAutomation
Maximizing Your Software's Success: Lessons from the Trenches
From ambitious startups to established enterprises, the journey of bringing a software product to life is filled with both challenges and triumphs.
Digital TransformationSoftware
Choosing the Right Technological Stack for Your Project
In the software world, each project has its own complexities, and choosing the right technological stack for your core software is always important.
SoftwareConsulting
Start a conversation.
Tell us the number you want to move: a launch date, a cost, a cycle time, a cash position. We'll come back with a baseline, a plan, and what we'd be accountable for.