ENGINEERING & EPC

AI agents for engineering and EPC firms

Faster proposals. Smarter procurement. Engineering calculations in seconds. Spawn agents accelerate every phase of the project lifecycle.

The operational reality of engineering & EPC

01

Proposal & bid preparation

Technical proposals that take weeks to compile. Every bid requires pulling data from past projects, vendor databases, and engineering calculations — across teams that don’t share systems.

02

Document control & management

Thousands of engineering documents per project. Revision tracking, transmittal management, and ensuring the right version reaches the right team at the right time.

03

Technical bid evaluation

Evaluating vendor proposals against technical specifications, compliance requirements, and commercial terms. Scoring matrices built by hand in Excel.

04

Engineering design review

P&ID reviews, equipment sizing verification, material selection checks. Senior engineers spending hours on routine verification instead of design decisions.

05

Cost estimation & budgeting

Parametric estimates, detailed BOQs, vendor pricing aggregation. Every estimate requires pulling from historical projects and current market rates.

06

Progress tracking & reporting

Weekly and monthly progress reports across multiple disciplines, vendors, and work fronts. Data collected manually from site, procurement, and engineering teams.

AGENT WORKFLOWS

What agents do here

Proposals

Automated bid preparation

Agent pulls relevant past project data, vendor capabilities, team qualifications, and engineering references. Generates structured technical proposals with compliance matrices and pricing summaries.

Engineering

Design review & calculations

P&ID review with ISA 5.1 compliance checking. Heat exchanger sizing. Circuit analysis. Pipe schedule lookups. The routine engineering work that eats junior engineer hours — automated with full traceability.

Procurement

Vendor evaluation & sourcing

Source equipment and materials across global vendors. Compare specs, pricing, and lead times in structured tables. Track vendor performance across projects. Score technical bids against weighted criteria.

Controls

Progress reporting automation

Aggregate progress data across disciplines. Generate S-curve reports, earned value analysis, and milestone tracking. Auto-populate client reporting templates. Flag schedule risks before they escalate.

Compliance

Standards compliance checking

ISA 5.1, ASME, API, TEMA, NFPA, IEC — Spawn knows the standards your projects are built to. Automated compliance checking against project specifications. Flag non-conformances with corrective actions.

Our proposal team used to spend three weeks on a major bid. With Spawn, the technical content is assembled in days — and it’s more thorough than what we produced manually.
Director of Business DevelopmentLeading EPC contractor
70%Faster document retrieval
Faster proposal turnaround
$800K+Annual savings on bid prep
100%Standards compliance coverage

Ready to see it on your data?

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