[ Services ]
Five disciplines.One accountable team.
Strategy, design, engineering and AI under one roof — so nothing gets lost between vendors. Deep fintech experience when your product moves money.
01 · AI & Machine Learning
AI that does real work —not just demos.
We build AI that works inside your business: answering customers, reading documents, scoring risk, helping your team decide faster. Every system ships with evaluation, guardrails and monitoring, so you know how it behaves before and after launch.
What we do
- LLM applications and AI agentsassistants that use your tools and data to complete tasks, not just chat.
- RAG and knowledge systemsanswers grounded in your documents, with the sources attached.
- AI copilots in your productfeatures that help your users write, search, decide and act faster.
- Document AI and computer visionextraction, classification and checks for forms, IDs, invoices and images.
- Predictive modelsforecasting, scoring and fraud detection on your own data.
- Evals, guardrails and LLMOpstest sets, quality metrics, cost and latency control, monitoring in production.
- Private modelsopen-weight models on your infrastructure when data can’t leave it.
- IntegrationAI connected to your CRM, ERP, helpdesk and internal APIs, including through MCP.
Typical outcomes
- Routine work handled automatically, with people reviewing the exceptions
- Answers and decisions grounded in your data, with a trail you can audit
- A clear view of quality, cost and risk before you scale
Agent pipeline · RAG · Tools · Evals
02 · Product Engineering
Platforms your businesscan run on.
We build the software a business runs on — SaaS products, B2B systems, internal tools, web and mobile apps. Architecture is designed for the load, integrations and team you’ll have in two years, not just on launch day.
What we do
- SaaS and B2B platformsmulti-tenant products with roles, permissions, billing and admin.
- Internal tools and operations systemsthe software your team works in every day.
- Web appsfast, accessible front ends in TypeScript and React.
- Mobile appsiOS, Android and cross-platform, from field apps to consumer products.
- Backend and APIsreliable services, clean data models and documented public APIs.
- IntegrationsERP, CRM, payment, logistics and identity providers.
- Cloud and DevOpsinfrastructure as code, CI/CD, observability and cost control.
- Legacy modernizationmoving old systems to a modern architecture step by step, without stopping the business.
Typical outcomes
- One platform instead of spreadsheets and disconnected tools
- An architecture that scales with users, data and your team
- Code, infrastructure and documentation your team can own
Platform architecture · Built layer by layer
03 · Product Design
Products people understandon first use.
Research and prototypes come before pixels. Decisions are tested with real users while they’re still cheap to change — and the result is a design system your team keeps using after we’re done.
What we do
- User researchinterviews, usability tests and analytics reviews.
- UX and information architectureflows, structure and the logic behind every screen.
- UI designclear, consistent interfaces for web and mobile.
- Interactive prototypesclickable products to test with users and show to stakeholders.
- Design systemscomponents and tokens your designers and engineers share.
- Motioninteraction and animation that explain rather than decorate.
- Complex domainsdashboards, financial flows and AI interfaces that show confidence and sources.
Typical outcomes
- A product validated with users before the build starts
- A design system that keeps every new feature consistent
- Interfaces that need less explaining
From wireframe to interface
04 · Strategy & Consulting
A clear planbefore the budget is spent.
We help you decide what to build, how, and in what order. Senior engineers and product leads give you an honest view — including when the right answer is to build less.
What we do
- Discoverygoals, users, requirements, risks, and a roadmap with a detailed estimate.
- Technical due diligencean independent review of code, architecture and team for investors and acquirers.
- Architecture reviewscalability, security and cost, with a prioritized plan of fixes.
- AI strategy and readinesswhere AI pays off in your business, what data it needs, and what to build first.
- CTO-as-a-servicesenior technical leadership while you hire or grow your own.
- Build-vs-buy decisionswhat to build, what to buy, and what to integrate.
Typical outcomes
- A roadmap and budget you can defend to your board
- Risks found on paper instead of in production
- Clear priorities for AI and technology investment
Every engagement starts here — see how we work.
Roadmap · Milestones · Releases
05 · Fintech & Digital Assets
Products that move money —engineered to be trusted.
Our team has spent years building payments, banking, cards and digital-asset products. We know the rails, the questions partner banks and regulators ask, and the engineering discipline these products demand.
What we do
- Payment platformsacquiring, payouts, multi-currency accounts and FX.
- Cross-border transferscorridors, partner banks and fast settlement.
- Digital bankingonboarding, accounts, cards and customer apps.
- Wallets and card programsissuing, tokenization and spend controls, built with issuing partners.
- Stablecoin infrastructureon/off-ramps, custody integrations, exchange and treasury flows.
- KYC/AML and compliance automationscreening, monitoring, case management and reporting.
- Lendingorigination, scoring, servicing and collections.
- Ledgers and reconciliationdouble-entry ledgers and automated reconciliation that finance teams trust.
Typical outcomes
- Products built to pass partner bank and regulator reviews
- Money flows that reconcile to the cent
- Security and audit readiness from the first sprint
Payment flow · Compliance · Ledger
[ Technology ]
Tools we use.
We pick tools for your constraints — data, compliance, team and budget — not out of habit. Most products use a handful of these; none use all of them.
- AI & Data
- OpenAIAnthropic ClaudeGoogle GeminiLlamaMistralQwenLangGraphLlamaIndexMCPPyTorchHugging FacevLLMpgvectorQdrant
- Frontend & Mobile
- TypeScriptReactNext.jsReact NativeFlutterSwiftKotlin
- Backend
- Node.jsNestJSPythonFastAPIGoPostgreSQLRedisKafkaClickHouse
- Cloud & DevOps
- AWSGoogle CloudAzureKubernetesDockerTerraformGitHub ActionsCloudflareOpenTelemetry
- Fintech & Web3
- Open Banking APIsISO 20022Card issuing platformsPayment gatewaysKYC/AML providersEVM / SolidityTRONUSDT / USDC
[ Contact ]
Not sure which discipline you need?Most projects start with a conversation.
> start_project --team neurovista
✓ reply within one business day · NDA on request
or write to {{CONTACT_EMAIL}}