We build AI
that ships to
production.
OneOrb helps enterprises move from AI experiments to deployed systems — agents, automation, knowledge pipelines, and custom AI products built around how your team actually works.
Every layer of the AI stack.
From strategy and architecture to production code and deployment — we handle every part of bringing AI into your business.
AI Agents & Assistants
Intelligent agents that understand your workflows, surface information on demand, and handle complex multi-step tasks across your tools and systems.
RAG & Knowledge Systems
Give your team instant access to institutional knowledge. We build retrieval systems that make your documents, data, and expertise genuinely searchable and useful.
Workflow Automation
Replace manual, repetitive processes with AI-powered workflows that integrate with your existing tools and run reliably at scale — without adding headcount.
Custom AI Products
End-to-end AI product development — from strategy and architecture to code and go-live. We ship products, not prototypes that sit in a backlog.
AI Strategy & Advisory
Navigate the AI landscape with clarity. We help leadership teams identify high-value use cases, build implementation roadmaps, and make confident build-vs-buy decisions.
Integration & Deployment
We handle the engineering complexity of bringing AI into your existing stack — APIs, security, observability, and the last-mile work that makes everything production-ready.
Conversational AI & Chatbots
Customer-facing and internal chatbots that go beyond scripted responses — context-aware, multi-turn conversations trained on your data and tuned to your brand voice.
Voice AI & Speech
End-to-end voice AI solutions: speech-to-text pipelines, voice agents for calls and support, and real-time transcription systems built for reliability in production environments.
Document Intelligence
Extract, classify, and act on information locked inside contracts, invoices, reports, and forms. We turn unstructured documents into structured data your systems can use.
Built for how your
industry operates.
We work across sectors with practitioners who know the domain, the regulations, and the workflows — not just the technology.
AI for financial teams that move fast.
From wealth management to investment banking, we build systems that surface intelligence faster than any manual process — designed within your compliance and data governance requirements.
Client Meeting Prep
AI assistant surfaces account history, news, and relationship signals before every advisor meeting — automatically, without manual research.
Compliance Q&A
RAG system that answers regulatory questions instantly across internal policy documents and external rulebooks, with source citations.
Deal Flow Automation
Automatically summarize, score, and route inbound deal flow to the right team members — no manual triage required.
Research Synthesis
Aggregate and distill market research, filings, and analyst notes into structured briefs on demand, across any time horizon.
A process built for production.
We don't do six-month discovery phases. We move fast, stay close to your team, and build things that last.
- 01
Discover & Scope
We map your workflows, data sources, and business goals to find where AI creates immediate, measurable impact. Use cases are prioritized by value and build-complexity — so we start with what matters most.
- 02
Design & Build
We architect the right solution and build it in close collaboration with your team. No black boxes — you see every sprint and every decision. We move from working prototype to production-ready in weeks, not months.
- 03
Deploy & Iterate
We don't throw things over the wall. We ship alongside your team, monitor performance in production, and keep improving. AI products get better with real-world use — we make sure yours does.
Built different,
for a reason.
Most AI projects fail between proof-of-concept and production. We're built to close that gap.
Production-first mindset
We don't build demos or prototypes that never ship. Every engagement is oriented around what works in production — with real users, real data, and real consequences for the business.
Embedded in your team
We work alongside your engineers, operators, and subject matter experts — not as an outside vendor. The best AI systems are built from the inside out, with people who understand the work.
Model-agnostic by default
We're not tied to one AI provider or framework. We choose the right model, vector store, and infrastructure for your use case — and stay current as the landscape evolves.
Built on domain expertise
Effective AI requires deep knowledge of the domain it operates in. We hire and partner with people who understand your industry — not just the technology that sits underneath it.
The right engagement for where you are.
Every project is scoped to fit your goals and timeline. Get in touch and we'll find the right starting point together.
Discovery
For teams evaluating AI.
Start with a clear picture of where AI creates the most value for your business, and a roadmap to get there.
- AI use case mapping & prioritization
- Data and infrastructure readiness audit
- 90-day implementation roadmap
- Architecture recommendations
- Two prototype workshops
- Executive readout & business case
- Most requested
Build
For teams ready to ship.
Everything you need to take an AI use case from design to a production-ready, deployed system your team can own.
- Everything in Discovery
- Full AI system design & build
- Integration with your existing stack
- Observability and monitoring setup
- Three months post-launch support
- Knowledge transfer to your team
Scale
For enterprise-wide AI.
A long-term implementation partner for organizations deploying AI across multiple teams, products, or workflows.
- Everything in Build
- Multiple concurrent deployments
- Ongoing optimization & iteration
- Quarterly executive strategy sessions
- Dedicated account team
- SLA-backed support
All engagements are scoped during an initial discovery call. No lock-in, no surprise costs — you approve the scope before work begins.
Questions we hear a lot.
Not seeing what you need? Book a call and ask us directly.
Book a discovery callReady to ship AI
that actually works?
Book a 30-minute discovery call. We'll help you identify the highest-impact AI opportunity in your business and map a realistic path to production.