About Aestimor

Aestimor is an applications platform company. We research, design, and build human-centered AI that works alongside people to support real work, not replace it.

We design scalable, human-in-the-loop systems that keep people in control. Our focus is on tools that can be used by teams and individual practitioners in their day-to-day workflows.

Private Early Access

Request an invitation to preview active work and evaluate fit

We serve organizations modernizing carefully, blending legacy project systems with secure AI workloads and looking for repeatable, measurable outcomes.

Early access is invitation-only for teams and individual practitioners with real workloads that match this direction. Applications are reviewed on a rolling basis.

Early access is invitation-only for teams and individual practitioners with real workloads that match this direction. Applications are reviewed on a rolling basis.

Our Work Right Now

We focus on deployable building blocks, not feature tours. Each initiative stays in private preview until it reliably supports production work for a partner team.

Operational copilots
Human-in-the-loop AI

Operational copilots

Decision-support surfaces that keep estimators, coordinators, and project leaders in control with auditable context.

Data scaffolding
Systems integration

Data scaffolding

Bridging legacy project systems, on-prem data, and modern AI services so teams can deploy securely without rip-and-replace.

Workflow programs
Program playbooks

Repeatable workflows

Pilots that codify how high-performing teams operate, translating proven methods into programmable templates.