Optima Bionics designs and ships production AI for construction — automating the back office and the jobsite alike. Document intelligence, Voice AI, schedule analysis, and agentic workflows, built and operated by engineers who understand how the work actually gets done.
Every system we ship has to earn its place — measured in hours returned, errors caught, and dollars recovered. We don't build AI for the demo. We build it to run, every day, on the jobsite and in the office.
Three live miniatures of techniques we deploy in production — running in your browser, right now. Hover, click, and watch them respond.
Documents projected into a 2D embedding space. Similar meaning clusters together — the basis of RAG, search, and classification systems we build.
A mock decode loop emitting tokens, with attention weights visualized per-step. The same loop powers our private-LLM deployments and copilots.
Watch an agent route a request through tools — search, retrieve, classify, respond. This is how our LLM agents handle real enterprise tasks.
We don't bolt AI onto projects — we architect intelligent systems built on NLP (Natural Language Processing), Voice AI, and LLMs (Large Language Models) that create measurable outcomes.
Extract meaning from unstructured text — contracts, reports, emails, filings — at scale, with accuracy no manual process can match.
From hands-free field apps to intelligent call centers — voice interfaces that understand natural speech and integrate natively with your systems.
We deploy, fine-tune, and govern LLMs (Large Language Models — the technology behind ChatGPT) — open-source or proprietary — aligned with your data, privacy requirements, and industry standards.
Real, in-production AI built for construction — plus a look at where the same engine extends beyond the jobsite. Select an area to see what we shipped, what it measures, and what it returns.
We work with the people who actually run projects — from the field to the front office. If your team touches any of the work below, the same AI engine applies.
Optima Bionics is an applied-AI studio with a single focus: making construction companies measurably faster and more profitable. We don't sell generic AI — we embed with your teams, learn how the work actually flows, and ship systems that hold up in the field and the back office.
From superintendent tracking and schedule analysis to invoice reconciliation, drawing review, and voice-driven sub outreach — every system we build replaces hours of manual work with software that runs on its own and reports back when it matters.
The same engine extends well beyond construction. Wherever there's repetitive document work, phone-heavy operations, or data trapped in PDFs, the playbook holds.
Sam is an accomplished CTO/CIO with 30+ years at the forefront of technology innovation across a range of industries. His forte is translating intricate business requirements into scalable technology solutions — pairing executive leadership and product management with deep, hands-on expertise in AI and Natural Language Processing.
A skilled leader of organizational change and a builder of high-performing teams, he is adept at forging strong relationships with stakeholders — and channels state-of-the-art technology into real competitive edge and operational efficiency. At Optima Bionics he leads the technology vision and AI practice.
Mohamed brings 25+ years developing and constructing residential, commercial, retail, and public-works projects — an aggregate value of over $500 million. As Chairman & CEO of Optima RPM — the US construction firm he founded in 2004, now 1,000+ completed projects strong with a nationwide NASCLA license — and CEO of Optima Real Estate Development, he sets the vision across operations, construction, and business development for the Mamoun Group of companies.
Cornell-educated in business management with a focus on real estate investment and asset management, he pairs deep construction expertise with a record of innovation — including the Optima Home App, which leverages smart-home technology to help clients visualize and build their dream home.
Tell us where your team is losing hours — we'll map the AI solution and show you what's possible. Every engagement starts with a real conversation, not a sales pitch.