Applied AI engineering
AI products that reach production.
We build software with AI agents under governance, for regulated and operationally demanding domains. Every delivery passes tests, a security audit and human authorization, or it is refused.
Talk to usWhat we do
We are a software house that builds AI products for regulated and operationally demanding domains, from diagnosis to operation.
AI products, from prototype to production
We design, build and operate multi-tenant platforms in agriculture, health, insurance, credit and industry, with real data and paying users.
Agentic systems and operations automation
Agents that read documents, run WhatsApp conversations, screen risk and execute business flows under explicit rules and an auditable record.
Diagnosis and architecture
Before any code: an operational diagnosis, a dossier of opportunities and a module architecture, delivered as living documents the client returns to, not a PDF lost in e-mail.
AI governance applied to engineering
We build under a governance system of our own, with reference to ISO/IEC 42001: every change has who decided, under which rules, with what verification.
How we build
No proof, no production.
The AI agent writes the code; the house governs the act of building. Between the agent and the repository there are gates: tests per pillar, a two-step security audit (one agent audits the cycle, fixes are made, a second agent checks only the fixes), a sealed contract, human authorization. What does not pass is refused.
The record of what passed is emitted as a by-product: every delivery carries who decided, under which rules, with what verification. It is what a regulated client, an auditor or a buyer needs to read.
This system was born inside our own production, was hardened against our own incidents, and today governs every product on this page. Reference: ISO/IEC 42001.
- Plan
- Cycle
- Phases and tasks
- Definition of done
- Audit
- Fix
- Check of the fixes
- Sealed contract
- Authorization
- Delivery verified live
- Closure with record
What we have built
Agriculture
Agricultural intelligence platform that joins machine telemetry, weather, crop scouting, ERP and financial records into a per-farm, per-field view.
Who it is for Growers and agricultural groups
Health
Clinical SaaS for solo practitioners and small clinics: the consultation is spoken, the record writes itself, and the patient conversation continues on WhatsApp.
Who it is for Health professionals and clinics
Insurance
Digital life-insurance sales funnel for a partner channel, integrated with the insurer, with sealed API contracts and an audit trail.
Who it is for Insurers and distribution channels
Credit
Modular credit-and-collections platform: the operator describes the product in Portuguese, the system turns it into a structured workflow and runs it end to end under a codified approval policy.
Who it is for Credit operators
Insurance
Consent-management platform for Brazil's Open Insurance: the person sees every policy in one wallet, shares data on their own terms and revokes with one tap.
Who it is for Insurers and ecosystem participants
Credit and compliance
Screening service against sanction, watch and politically-exposed-person lists, each check persisted with inputs, lists and result, as a regulator expects to read.
Who it is for Institutions that grant credit
Identity and anti-fraud
Identity validation for people and companies (real document, ownership, fraud likelihood) in one signed call; and structured data extraction from identity documents from a photo.
Who it is for Onboarding, KYC, credit, HR
Energy and financial services
B2B platform that uses the energy supply contract as the relationship anchor and stacks financial products on top of it.
Who it is for Energy retailers and their business customers
Industry and sales
Proactive WhatsApp sales assistant for an industrial company's field reps: portfolio, receivables, pricing, campaigns, targets and an AI product expert, in the app the rep already uses.
Who it is for Manufacturers with field sales teams
Consulting
Private space per engagement where the diagnosis, dossier, interactive map and module architecture live as navigable documents, with access by e-mailed code.
Who it is for Consulting clients
Animal health
Computer vision on the existing stall camera: watches the animal around the clock and alerts on clinical precursors and welfare events through the channels the client already uses.
Who it is for Stud farms and equestrian facilities
Conversational
White-label, multi-tenant WhatsApp conversation-flow engine: the partner draws the conversation on a canvas and the engine runs it, captures answers and delivers them where the business needs.
Who it is for Corporate partners
Engineering
Governed, human-supervised pipeline that turns a project brief into a built, tested and deployed system, with AI as the builder.
Who it is for Our own team and development clients
About
Story2Scale is a software house that builds AI-powered products for regulated and operationally demanding domains. Our governance system was born inside our own production: the question was not how to sell governance, but how to let agents build real products for real clients without losing the ability to answer, for every change, who decided, under which rules, with what verification.
Contact
Let's talk about your product.
Tell us what you want to build. We read every message and reply within two business days, to the e-mail you give.