We help companies identify valuable AI opportunities, design practical solutions, and integrate them into real operations.

Start a ProjectExplore our services

From strategy to production, we make AI work for you.

Whether you need to automate operations, build intelligent applications, or unlock knowledge trapped in documents, we design and deliver AI systems that earn their place in your workflow.

Start a ProjectOur approach

From initial strategy through production deployment, we cover every discipline needed to turn AI from a concept into a business advantage.

  • AI Strategy
  • Generative AI
  • AI Agents
  • Custom Development
  • Data Engineering
  • RAG Systems
  • AI Governance
  • Integration

Whether you need a focused strategy engagement or a full implementation, we adapt our process to the complexity, risk, and timeline your project demands.

Our methodology
AI Agents

Software that gets work done

Tool useMemory
RAG Search

Answers from your data

Vector DBReranking
LLM Apps

From prompt to product

APIsStreaming
Automation

Zero-touch workflows

TriggersReview
Fine-Tuning

Models that sound like you

LoRADatasets
MLOps

Keep it sharp

ObservabilityEvals

Selected case studies

A view into custom AI architectures we have designed and integrated for partner organizations.

Mutual NDA signed
Financial SystemsTier-1 FinTech & Accounting

Document Intelligence & Ledger Reconciliation

Engineered by our ICAI governance specialists and IIT engineers, this multi-modal pipeline extracts, cross-references, and reconciles high-volume purchase records against general ledgers.

Reconciliation speed

94% faster review cycle

Vision ModelspgvectorLangGraphFastAPI
Discuss a similar build
Mutual NDA signed
RAG & RetrievalGlobal Logistics & Freight

Enterprise Multi-Source Knowledge Assistant

Unified 14 fragmented documentation silos into a hallucination-resistant internal intelligence assistant with granular role-based access control and sub-second semantic search.

Query response time

12x faster resolution

Hybrid SearchQdrantPythonReact
Discuss a similar build
Mutual NDA signed
AI Agent WorkflowsEnterprise Omnichannel Brand

Autonomous Inventory & Anomaly Orchestration

A collaborative agent cluster that continuously scans ERP signals, detects supply anomalies, and drafts procurement orders with human verification checkpoints.

Direct cost reduction

$1.4M saved in penalties

Multi-Agent LoopsTemporal.ioClickHouse
Discuss a similar build
Mutual NDA signed
Custom ModelsHealthcare Network

Clinical Protocol & Intake Intelligence

Self-hosted, air-gapped intake classifier handling protocol routing with strict patient data privacy guarantees executed under bilateral mutual NDA.

Routing accuracy

99.2% triage precision

Mistral 7B Fine-tunevLLMDocker Swarm
Discuss a similar build

How we work · The engineering process

A focused, founder-friendly engineering process built for rapid, reliable delivery.

Ship in weeks·not quarters
4–6wTypical MVP
100%Custom Architecture
DailyPreview deploys
01Ideate

Discover & Strategy

Week 1

60-min deep dive strategy session. We map your vision, user journeys, data readiness, and the shortest path to value.

  • Product roadmap & MVP scoping
  • AI feasibility & data readiness audit
  • Architecture blueprint & tech stack selection
  • Shortest path to revenue definition
Phase 01 of 04
02Create

Design & Prototype

Week 1–2

Clickable Figma prototypes, brand polish, and an AI UX design system that scales as you grow. Validated before writing code.

  • Interactive Figma prototypes
  • AI UX workflows & chat/copilot heuristics
  • Design tokens & scalable component system
  • User testing & feedback alignment
Phase 02 of 04
03Build

Full-Stack Engineering

Week 2–5

We ship in focused weekly sprints on Next.js, Postgres, and production AI models. Daily preview builds with clean, maintainable code.

  • Production Next.js + Postgres architecture
  • LLM integrations, RAG pipelines & vector search
  • Auth, billing, payments & dashboard integration
  • Automated CI/CD test suites & code review
Phase 03 of 04
04Launch

Deploy & Scale

Week 6 + 30 Days

Zero-downtime production deploy, telemetry, model evaluation benchmarks, and a battle-tested launch playbook with 30-day support.

  • Production deployment & DNS setup
  • Telemetry, latency monitoring & error tracking
  • Launch playbook & conversion analytics
  • 30-day post-launch warranty & on-call support
Phase 04 of 04
Explore pricing & engagement plans

What we build

Generative AI & Knowledge Systems

Build enterprise knowledge assistants, document intelligence tools, and RAG-powered search that connect your teams to the answers they need.

Learn about GenAI

Custom AI Development

From AI-powered SaaS features to classification systems and predictive models, we build production-grade applications tailored to your domain.

Discuss your project

AI Agents & Workflow Automation

Design task-oriented agents that handle multi-step processes, integrate with your tools, and operate with human oversight where it matters.

Explore agent solutions

Data & AI Readiness

We assess your data landscape, build pipelines, and prepare knowledge bases so your AI systems run on reliable, well-structured information.

Get an assessment

Example solution areas

Every project is different, but these illustrative solution areas represent the kinds of AI systems we design, build, and integrate into business operations.

See all capabilities

Partner feedback

Enterprise engagement·Mutual NDA executed
“Vorthon rebuilt our entire contract triage and financial reconciliation pipeline using custom agent workflows. What took our audit team 3 days now completes in 20 minutes with zero data leakage.”

Elena Rostova

Chief Operating Officer, Apex Global Logistics

Production result92% faster triageVerified metric
Transparent, founder-aligned pricing

Upgrade, downgrade, or pause anytime. No six-month bloated agency roadmaps, no surprise invoices. Just zero-to-one engineering done right.

Pause or cancel anytime·Mutual NDA on request·Direct engineer access
2-Week Targeted Delivery

Sprint

A focused 2-week sprint to design, prototype, or rescue a specific AI feature.

$4,500/ per sprint
  • 1 senior AI engineer or product designer
  • Daily async Slack updates + 2 sync calls / week
  • Interactive Figma prototype or shipped production feature
  • Clean async handoff documentation & code walkthrough
  • Mutual NDA guaranteed before kickoff
Start a sprint
Zero to One LaunchMost Popular

MVP

Zero to launch. Designed, built, deployed, and ready to accept customers & payments.

$12,500/ 4–6 week build
  • Full design + full-stack AI engineering team
  • Brand identity & production design system
  • Production Next.js + PostgreSQL architecture
  • Authentication, billing/payments & analytics
  • LLM integration, RAG pipeline & vector embeddings
  • Launch playbook + 30-day post-launch warranty
Build my MVP
Ongoing Partnership

Studio

Ongoing product partner. We’re your dedicated external design + engineering team.

$8,500/ per month
  • Dedicated squad of senior engineers & designers
  • Weekly production releases & continuous shipping
  • Technical roadmap & product strategy advisory
  • On-call incident coverage & performance monitoring
  • Pause or cancel anytime, zero lock-in contract
  • Direct async Slack access with core engineers
Talk to us

Need custom fine-tuning or air-gapped enterprise deployment?

We offer dedicated SLAs, on-premise Docker Swarm / Kubernetes clusters, and bespoke training pipelines.

Discuss custom scope

Trusted by teams building with AI.

From early-stage startups to enterprise operations teams, we partner with companies ready to put AI to work on real business problems.

Why founders choose Vorthon

We partner with companies who want to ship fast without sacrificing architecture. Built for scale, delivered with speed.

Start a conversation
  • No intermediaries

    Direct Access

    Work directly with senior IIT engineers and architects in shared Slack channels. Zero account manager telephone games.

  • Day-one transfer

    100% IP Ownership

    You own every single line of code, Figma file, database migration, and model pipeline from day one. Zero lock-in.

  • Zero technical debt

    Clean Handoff

    Production-grade Next.js, Postgres, and modular Python architectures designed so any in-house team can take over effortlessly.

Strategy first. Built to scale. Measurable outcomes. Responsible AI.

Project consultation

Tell us about your organization and what you are looking to build. We review every brief within 24 hours and assign dedicated engineering leads to your scope.

Mutual NDA Guarantee

A bilateral Non-Disclosure Agreement will be executed with your company prior to any technical briefing or disclosure of proprietary workflows. Your codebase, schemas, and roadmaps remain 100% confidential.

Direct collaboration with our 25+ senior specialist team

Submissions encrypted and stored in Postgres

Average response time under 1 business day

Direct inquiry: hello@vorthon.com

Not sure where to start?

Our AI readiness assessment helps you identify which opportunities are worth pursuing, what's feasible with your data, and where to invest first.

Request an assessment

AI that improves over time.

Deployment is just the beginning. We monitor, evaluate, and refine your AI systems so they keep delivering value as your business evolves.

Discuss ongoing support