Bricks And Bytes

Founder raises $1bn, AI Reaching New Levels, Anthropic Safety Chief Quits, Technology Gap Widens

Feb 20, 2026
Luigi La Corte, CEO of Provision, builds AI estimators and agents for construction pre-construction workflows. He talks about AI replacing specialist software, how scope agents handle ambiguity, and why contract review is being commoditized. Conversation also covers AGI-like agent setups run cheaply, industry safety concerns, and the widening technology gap in construction.
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INSIGHT

AI Agents Generate Accurate Scopes

  • Provision's Scope Agent produces scopes of work from detailed design documents to reduce disputes and estimator workload.
  • Luigi says disciplined, drawing-specific agents plus verified datasets drive accuracy that surprises customers.
ADVICE

Benchmark And Iterate Agent Performance

  • Validate AI outputs by building discipline-specific agents and comparing them to SME estimators line-by-line.
  • Encode corrections into datasets and prompts to iteratively improve accuracy.
INSIGHT

Contract Review Trending Toward Commoditization

  • Contract-review tooling is being commoditized as LLMs deliver "good enough" outputs for most users.
  • Luigi predicts specialized contract-review products will shrink to niche legal or integrated workflow use cases.
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