Four capabilities, one team, no handoffs.
AI engineering, model fine-tuning, product development, and data infrastructure. One team, start to finish.
AI that's part of your product's architecture, not an add-on
The question is rarely whether AI fits. It's how. We build production-grade AI: custom agents, RAG pipelines, workflow automation, and the right interface for the job. From chat and voice to invisible AI that just works.
Dyspute.ai
A new category of AI-driven legal technology, shaped with Carbonteq from idea to platform. Drafting legal documents fell from hours to minutes across an end-to-end dispute lifecycle.
When the base model is the bottleneck, we tune it
Sometimes prompting isn't enough and the model itself needs to change. We fine-tune and optimize models on your data, so they speak your domain, hold your format, and cost less on every call. Always measured against a baseline eval.
FirstClass Healthcare
Medical claims in correctional facilities, streamlined by a parser that extracts and structures data from complex documents, cutting manual entry and lifting accuracy at scale.
Full-stack product
engineering, from MVP
to scale
We build web platforms, mobile apps, and SaaS products that users love and businesses depend on. Clean architecture, modern stack, relentless focus on UX, from first commit to production.
Halcyon
Backed by Freddie Mac and Fannie Mae, the two names that define mortgage lending credibility. Tax Wallet cuts loan processing time by 70% and saved one lender $4M in a single year.
The infrastructure that makes AI and products work at scale
We build the critical infrastructure that determines whether your product scales reliably and make sure it holds under pressure.
HIPAA-Ready Cloud with Zero-Trust Access
Developed a high-security, private-cluster infrastructure designed to balance rigorous healthcare data privacy with modern deployment agility. We integrated automated security gates into the delivery lifecycle to identify and mitigate vulnerabilities before they reach production, ensuring 100% compliance with data-at-rest and in-transit encryption standards. This solution provides a resilient foundation for scaling healthcare services while maintaining the highest levels of patient data integrity.
Battle-tested technologies.
No experiments on your dime.
We use high-performance, well-recognized tools across every layer. Every technology here has been proven in production.
We speak your industry's language.
Domain expertise across six verticals. One integrated team.
Lending platforms, payment systems, regulatory compliance, KYC/AML integrations
Patient management, testing platforms, HIPAA-compliant systems, telehealth
Property management, tenant portals, leasing automation, market analytics
Multi-tenant platforms, subscription billing, usage analytics, API-first architecture
Learning platforms, alumni networks, student engagement, content management
LLM tooling, observability platforms, AI-powered workflows, data annotation
We speak your industry's language.
Domain expertise across six verticals. One integrated team.
Lending platforms, payment systems, regulatory compliance, KYC/AML integrations
Patient management, testing platforms, HIPAA-compliant systems, telehealth
Property management, tenant portals, leasing automation, market analytics
Multi-tenant platforms, subscription billing, usage analytics, API-first architecture
Learning platforms, alumni networks, student engagement, content management
LLM tooling, observability platforms, AI-powered workflows, data annotation
Engagement models that fit your stage.
Whether you're validating an idea or scaling a live product, there's a model that matches where you are.
Ideation to MVP
You have an idea or early concept. We validate, design, architect, and build your first product, fast and without waste.
- Concept validation & market fit check
- Technical architecture & estimate
- MVP design & development
- Launch strategy & iteration plan
Growth & Feature Expansion
You have a live product. We embed with your team to ship features, improve UX, and scale infrastructure without slowing you down.
- Feature prioritization & roadmap
- Dedicated development team
- User-centric iteration cycles
- Performance optimization & scaling
Dedicated Team
You need a long-term engineering partner. A fully managed, dedicated team, hand-picked for your stack and aligned to your culture.
- Hand-picked engineers for your stack
- Dedicated project manager
- Full integration with your workflows
- Flexible scaling up or down
Not sure which model fits?
Tell us what you're building, and we'll recommend the right engagement in one call.
Ready to build something that lasts?
Every engagement starts with a real conversation. No proposals, no pitch decks. Just an honest look at what you're building and whether we're the right team to build it.