AI Consulting & Engineering

    Bespoke AI Software, Co-Created With Your Experts

    We design and ship production automation and optimization systems around your operating model, then continue to innovate alongside your team as your work changes.

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    Why This Matters Now

    Off-the-shelf SaaS levels the playing field for everyone and requires frustrating configuration time and workarounds; the workflows that differentiate you deserve software built for them.

    How We Help

    We pair leadership education and power-user training with bespoke AI-native software, so your people gain both the knowledge and the means to scale your best work.

    Leadership Education

    Frame build-versus-buy decisions so leaders fund software that drives change quickly.

    AI Power User Training

    Bring your domain experts into co-creation so the product reflects how the work truly happens, and so they can run it after launch.

    Bespoke AI Software

    Ship production software with observability, governance, and human oversight. No unmaintainable black boxes or waiting for new features.

    Ideal For

    Teams replacing brittle internal tooling and manual handoffs.

    Ideal For

    CIOs and operators adding AI-native capabilities to existing products.

    Ideal For

    Leaders who need reliable data flow between product, ops, and finance systems.

    What You Get

    • - Architecture blueprint with AI service boundaries and system integrations.
    • - Product roadmap with phased release plan and ownership transfer.
    • - Production implementation with observability and support runbooks.

    First 90 Days

    • - Finalize MVP scope with explicit business KPI ownership.
    • - Ship an integrated production slice with measurable workflow impact.
    • - Establish expansion plan and handoff path for your team.

    Built For Your Sector

    Suited to finance and PE-backed operators who need software competitors cannot simply purchase, with delivery experience across industrial and supply chain workflows.

    Proof Over Promises

    We have rebuilt brittle, hour-long pipelines into reliable, auditable systems with order-of-magnitude execution-time gains, and shipped multi-agent systems operating at tens of FTE-equivalent capacity.

    Frequently Asked Questions

    When should we build bespoke AI software instead of buying SaaS?

    Build when the workflow is differentiating, data is proprietary, or integrations and controls matter more than speed-to-install. Buy when the problem is commodity and a vendor already solves it well.

    Who owns the software after LightSight ships it?

    You do. We design for ownership transfer: architecture, runbooks, observability, and pairing with your team so the system is maintainable after the engagement.

    How do Embedded AI Engineers relate to bespoke software?

    Bespoke AI Software is the product outcome. Embedded AI Engineers are how we deliver it, senior builders sitting with your SMEs inside the critical workflow.

    What does “production-ready” mean in your engagements?

    It means the system runs in real workflows with monitoring, human oversight, clear failure modes, and measurable KPIs with ongoing maintenance and on-call options.

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