Engineering & consulting

We move plants, clinics, and enterprises onto intelligent processes: planning, scheduling, quality control — and the expensive manual work in between.

• Vision and agent workflows over your existing MES/ERP
• Throughput and labor-hour optimization against a named metric
• Up to −40% operational cost — deployed, not projected

AI agents that own a process end to end — sales, support, back office. Not a chatbot with hints: an employee with a task and a metric.

• Voice and text agents in your communication channels
• Embedded in your CRM and workflows: the agent acts, not advises
• Quality control and measurable economics for every process

Knowledge, skill, outcome: we connect models to your data, teach them your standards, and optimize them against your metric.

• RAG: answers grounded in your documents and data
• Fine-tuning (LoRA) for your formats and standards
• Local deployment — your data never leaves your perimeter

When off-the-shelf can't hold the problem, we design and build the system — from internal tools to client-facing platforms.

• Platforms, analytics dashboards, and internal tools
• Integrations with legacy and proprietary systems
• Architecture for your security and compliance requirements

Our lab also works for clients: market, technology, and competitive research with conclusions you can act on.

• Real-time market and competitive intelligence
• Financial and scenario modeling
• Technology due diligence: what works and what is hype

We work two tracks at once: security we deliver and research in-house, and security we deliver alongside vetted partners — always under our architecture.

• Threat modeling and security architecture — in-house
• Our own research into attacks and defenses
• Execution with vetted, accountable partners, in parallel