We ship for clients with a real problem and a real deadline. Everything we build runs in production from day one. Everything is under NDA. The work that follows is what we can show.
We build software. AI is how we build it faster, and how we build what could not be built before.
Image and video processing. VLMs. On-device or in the cloud, depending on where the latency and the privacy live.
LLMs, NLP, fine-tuning, multilevel prompt systems. Composed for the operator who reads the output, not the demo.
Edge devices, sensors, gateways, telemetry. From firmware to dashboard, including the boring middle where signals reconcile and protocols meet reality.
Local open-weight when privacy or latency demand it. Cloud APIs when capability and scale demand it. We pick per problem.
Classical and modern. Statistical engines, anomaly detection, fraud classification, scoring systems that hold up under audit.
All of it ships as apps. Mobile, web, any platform. Built for the real conditions of production: dropped frames, flaky networks, shifting requirements.
Statistical engine deployed across 1,500+ locations. POS, labor, guest-satisfaction, vendor, and BI feeds ingested nightly. Every operational deviation classified by driver and pre-priced in recoverable dollars.
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Training platform that replaces compliance videos and role-play workshops with a fully simulated workplace. Learners hold open-ended conversations with AI coworkers driven by a personality, a style, and a set of trust killers they react to in character.
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Billing platform that replaces the manual transcription bottleneck between hospital rounds and clearinghouse submission. A vision-language pipeline lifts every encounter on a marked-up census PDF into structured, defensible form.
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Diagnostic tool for finance ministries testing whether their national tax code actually supports the climate commitments their country has signed. Surfaces complementary, countervailing, overlapping, and redundant provisions.
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Real-time multi-sensor pipeline on the conveyors, dispatch belts, and loading gates where every unit crossing the line is a unit of revenue. Vision, motion sensors, and heat sensors cross-validate every count. Every counted unit written to a tamper-evident audit log.
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Unified security posture dashboard for Chesterfield County, Virginia. 35 metrics from 9+ tools collapsed into one county-wide score across 7 weighted pillars. Five levels of drill-down.
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Permanent, tamper-evident chain of custody for environmental harm evidence. Plaintext never leaves the device. Threshold key escrow means no single party, including the operators, can decrypt.
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Founder-led, with senior engineers engaged per project. 18+ years of production software at enterprise scale.
Currently at Xler8.tech since 2023. Senior engineers engaged per engagement, not a standing team. Founder-led every project.
Co-founder and CTO at Oscar AI (2021 – 2023): operations platform for QSR franchises. $5M raised across two rounds, 1,500+ locations live. Distributed team across six time zones at peak.
Decade as VP of Software Development at SPS (2013 – 2023): scaled the engineering practice from 1 engineer to 35+ across Pakistan and the US. Delivered dozens of enterprise applications across logistics, utilities, healthcare, and real estate for clients including Asplundh, OnTrac, IBM, CREyield, and AllMyHealth. Several still in active development and support today, with some carrying 35K+ daily active users. First place globally across 70 countries (2016) for an IoT + NLP safety platform. IBM Cloud Champion 2017. MIT Innovation Leadership.
Send us a brief: the problem, the deadline, the constraints. One page is enough. No forms.
We sit down, you walk us through the brief, we ask the questions that matter. If it's not a fit, we say so on the call.
If we both want to move, we sign an NDA. Within 24 hours we come back with questions, ideas, and a preliminary approach. All free of cost.
If you like the direction, we send a proposal. You sign it. We are in business the same day.
Production-ready, instrumented, in the hands of real users. That is the guarantee. Not a roadmap, not a demo. Live.
We will tell you if we can ship it.
We respond within 24 hours. If we are the right fit, we move immediately.