Engineering analysis and AI automation
AceEngineer is a Houston engineering firm that runs its analysis as automated, checked workflows. AI automation and agentic workflows are topics for discussion under a separately agreed scope. The engineering code is public: of 196 modules in digitalmodel, worldenergydata and assetutilities, 35 pass their cited checks (catalogue run 2026-10-17). The pinned catalogue records the evidence available for its classifications.
The AceEngineer Story
Analytical & Computational Engineering was founded in 2010 in Houston, Texas, with a clear mission: eliminate the repetitive manual work that consumes offshore engineering teams.
25+ years of deepwater engineering—spanning the Gulf of Mexico, North Sea, and global projects—a pattern became clear. The same OrcaFlex sensitivity studies, the same fatigue calculations, the same standards lookups were being repeated project after project, consuming hundreds of engineer-hours that could be spent on actual engineering judgment.
AceEngineer was built to solve this. The public repositories contain code for recurring engineering workflows. The catalogue records 35 of 196 modules passing their cited checks.
The result: engineering firms send a design matrix and receive batch results with recorded inputs for engineering review.
How We Work
AI and agentic workflows: contact us to discuss a separately agreed scope.
1. You Define the Scope
Send your design matrix, baseline models, and analysis requirements. We establish the parameter space and acceptance criteria together.
2. We Automate the Execution
Our automation pipelines generate models, run batch analyses (50+ configurations overnight), extract results, and compile standardized deliverables with recorded analysis inputs.
3. You Review the Results
You receive results and recorded inputs for engineering review, with standards references and methodology documented where applicable.
Who We Serve
Offshore Engineering Firms
Mid-market firms (10-50 engineers) who run OrcaFlex and AQWA manually for every project. We eliminate the repetitive analysis bottleneck so your senior engineers focus on engineering judgment.
EPC Contractors
Installation and fabrication contractors who need rapid weather window analysis, lift studies, and installation pre-engineering without dedicated in-house scripting capability.
Classification Societies
Organizations exploring digital verification services who need computational tools with documented inputs, standards references and methodology for engineering review.
Drilling Contractors
Riser analysis and operability envelopes for drilling risers are provided for drilling contractors. The client receives the riser analysis and operability envelope for the stated scope.
Technology
AceEngineer's engineering platform is built on industry-standard tools: OrcaFlex API for marine dynamic analysis, AQWA for hydrodynamics, Python and Polars for high-performance data processing, and open-source computational libraries for reproducible engineering.
The public repositories contain engineering analysis, data processing and reporting workflows. The catalogue distinguishes the checks recorded for each module.
Module checks
35 of 196 modules pass their cited checks (catalogue run 2026-10-17). OUTWARD requires source class CHECKED, an original clean module run and a passed cited-file receipt. These catalogue classifications do not establish a service qualification or delivery commitment.
Source: specialists catalogue, criteria revision 2026-10-17-third-review-engineering-reference, pinned revision ba4f4bd3fd0eec07281643d4c8accbed923945a4, preserved by the merged catalogue update. Count and source summary.
How we run AI agents on engineering work
The methodology pages describe planning, focused tasks and independent review. Contact us to discuss a separately agreed scope.
Founder
Vamsee Achanta, P.E., Principal Engineer — 25+ years of offshore and deepwater engineering experience spanning riser design, mooring systems, fatigue analysis, and structural integrity assessment. Vamsee founded AceEngineer to bridge the gap between engineering expertise and computational automation, turning deep domain knowledge into scalable, repeatable workflows.
Standards We Work With
The applicable standards and scope are stated for each analysis.
Use our data that is available. If you want help with any work, whether it is automation, AI automation or workflows, let us know.