SOFTWARE ENGINEERING R&DSoftware built the wayscience is done.
Operational systems and WhatsApp-first products for domains where being wrong has a cost.
- Method first
- Evidence over assertion
- Instrumented and reproducible
Five things, done properly
The problems we solve repeatedly. Most of it ships on WhatsApp, because in Latin America that is where people already are.
WhatsApp systems and conversational interfaces
Real systems delivered through WhatsApp, with nothing to install: field operations, customer service, interviews, loyalty, finance, emotional support. The same core runs on Telegram and email, with LINE next.
- WhatsApp Business API at scale
- Human handoff at defined thresholds
- One core across WhatsApp, Telegram, email and web
Operational systems for the field
Software that runs a physical operation: scanning, tracking, dispatch, chain of custody. Mobile-first, offline-tolerant, built for gloves and bad light.
- Real-time state across devices
- Offline capture with sync queues
- Role hierarchies and audit trails
Standards and protocol integration
Systems that must speak an industry's formal language: teletype messaging, laboratory test methods, biosecurity rules. Reading the specification is the job.
- IATA Type B baggage messaging
- ASTM test methods and acceptance criteria
- Legacy and third-party bridges
Measurement and quality platforms
Laboratory and quality-control software: specimen lifecycles, statistical process control, results traceable to the observation that produced them.
- Sample and specimen tracking
- Statistical process control
- Instrument integration
Agent engineering and evaluation
Language-model agents put under test: grounded in approved sources, gated by question suites, built to say when they are not sure. On hosted models or ones we host ourselves, including local models on a single consumer GPU.
- Golden-question regression suites
- Confidence thresholds and escalation
- Local and self-hosted models
- WhatsApplive
- Telegramlive
- Emaillive
- Weblive
- Mobilelive
- LINEin progress
WhatsApp is where most of Latin America already is. It is not a dependency: the same systems run on Telegram, email and the web.
Tell us where you are starting from. We take it from there.
Start a projectWe treat a build like an experiment
Every project runs this loop. It does not stop at launch.
- 01
OBSERVE
Go where the work happens
The ramp at night, the lab bench, the counter at peak hour. Watching people work shows the process they actually follow.
- 02
MODEL
Write the domain down
States, transitions, invariants, and the standard the system must obey. A state that cannot be drawn is not understood yet.
- 03
INSTRUMENT
Build it to be measured
Every state change traceable to a person, a device and a moment. We do not claim what we cannot observe.
- 04
FALSIFY
Try to break it first
Golden sets, simulated operations, adversarial inputs. We look for the case that disproves the design while being wrong is still cheap.
and back to observation. The loop does not close.
Reproducibility
A result you cannot reproduce is an anecdote. Every output traces back to the run that produced it.
Uncertainty
A system that is always confident is not measuring anything. Ours say how sure they are, and hand off when they are not.
Traceability
Every figure on a report walks back to who recorded it, on what device, under which rules.
Three ways a project starts
Clients arrive at different stages. We work with all three; only where we join changes.
- 01
Discovery, design and build
You know something is wrong or possible. You do not yet know what to build.
We start by watching the work, not writing a proposal. The longest route in, and usually the cheapest, because the expensive mistake is building the wrong thing well.
We handle- Field observation
- Problem definition
- System design
- Implementation
- 02
Design and build
You know what you want. There is no technical design yet.
You bring the requirement and the domain. We turn it into an architecture and decisions you can review before anyone writes code, then build it. Most of our work starts here.
We handle- Architecture
- Data modelling
- Technical design
- Implementation
- 03
Build
You have a design or specification and need it implemented properly.
We implement what you specified. We will say where we think it will hurt later; if you still want it that way, we build it that way. It is your system.
We handle- Implementation
- Integration
- Testing
- Deployment
A few of the things we have built
Systems in production, products of our own, and one research project. Client names are omitted.
OPERATIONAL SYSTEMS
Built for organisations that run physical operations at scale.
Aviation ground handling
BRS System
Baggage reconciliation for airport ground operations. No bag flies without its passenger on board.
Read moreAirport passenger services
MobilityAssist
Wheelchair assistance tracked as a chain of custody from request to boarding, with agents working from WhatsApp.
Read moreCustomer operations
ResolvFlow
An email agent that answers only from an approved script, and says so when it cannot read a figure with certainty.
Read moreUtilities
Clara
First-line customer service for a utility, on WhatsApp, where its customers already are.
Read moreMaterials testing laboratory
LabCore
The core platform for a concrete quality-control laboratory, from the truck to the compliance verdict.
Read moreMental health and wellbeing
Serena
A WhatsApp companion for emotional listening and support, for women with few places to turn.
Read moreRecruitment
FirstRound
First-round screening interviews over WhatsApp, answered whenever the candidate is free and scored as they arrive.
Read moreAgro-industrial biosecurity
BioPassport
Access control for agro-industrial facilities, where what is kept out is not a person but a pathogen they may carry.
Read moreOUR PRODUCTS
Products we own, run and sell directly.
Personal finance
Wasap Finance
Expense tracking that lives in a chat. Photograph a receipt, get a categorised ledger.
Read moreConsumer messaging
EVA
Transcribes and summarises voice notes. The first bot of its kind in Latin America.
Read moreRetail and loyalty
pointz
Loyalty cards with no plastic and no app. Points, tiers and redemption over WhatsApp.
Read moreDiscovery
Wasap Market
A directory for finding the bots and agents worth using on messaging.
Read moreRESEARCH
Questions we are funding ourselves.
Tell us where you are starting from. We take it from there.
Start a projectWhere are you starting from?
Two questions, then the form. It tells us who should read your message.
Do you already know what needs to be built?















