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© 2026 Aestor

Blog

Perspectives on estimating, evidence, and the knowledge in your portfolio.

AllCompanyEstimatingPortfolio IntelligenceProductEngineeringSecurity & Privacy

All posts · 8 posts

Architectural drawings pinned to a display board beside physical design models in a sunlit studio.

More time to explore before committing to a plan

EstimatingSep 30, 2026

Construction planningCost planningEstimatingAuditable AI
An audience attending a presentation in a bright, two-story event space overlooking the city.

Faster answers still need human judgment

EngineeringSep 28, 2026

Auditable AIConstruction planningEstimating
Hands reviewing construction drawings at a desk, with a laptop and a building site beyond the window.

A convincing AI answer still needs evidence

EstimatingSep 23, 2026

EstimatingAuditable AIConstruction planning
An unfinished office floor with exposed services, material crates, and sunlight through tall windows.

Cost escalation can stop a project before it starts

EstimatingSep 21, 2026

EstimatingCost planningConstruction planningAuditable AI
A restaurant interior with an open commercial kitchen, exposed services, and a sunlit dining area.

Introducing FCE: clearer answers from your project documents

ProductSep 19, 2026

EstimatingFederated context estimationPortfolio intelligenceAuditable AI
Concept view of a light-filled lobby with seating, timber finishes, and a planted wall.

The full cost of a small design change

EstimatingSep 18, 2026

EstimatingConstruction planningCost planningAuditable AI
Open-plan office with timber desks, task chairs, suspended lighting, and large windows.

Good estimates make their assumptions visible

EstimatingSep 16, 2026

EstimatingCost planningBenchmarkingPortfolio intelligence
Aerial view of city blocks and an elevated roadway.

Better estimates start with what you already know

CompanySep 12, 2026

EstimatingPortfolio intelligenceData privacyBenchmarking