Fresco

Name: Fresco
Brand: Fresco

AI Native

10x your bid volume

Est 2024|Raised $500K

LinkedIn 611|Website|FTEs 7|HQ San Francisco, us

01Competitive Landscape

Narrative analysis

- Where Fresco may be appropriate: - Organizations seeking automation for Division 8 takeoffs that are open to AI-assisted workflows with human review. - Organizations that use Procore/ACC and prioritize integrations that minimize manual re-entry between field capture and systems of record. - Where competitors may be stronger: - Established takeoff and estimating tools (STACK, PlanSwift, Bluebeam, OST) have broader ecosystems, more extensive training resources, and larger review footprints. - For broad trade coverage beyond Division 8, these established tools may offer more deterministic workflows and less reliance on AI inference. - Adoption evidence: - Fresco is present in startup accelerator programs and community channels but has limited third-party review evidence compared with mature competitors.

	Fresco (vendor product pages)	STACK Takeoff & Estimate	PlanSwift
Starting Price	Not clearly public; founder commentary referenced published per-site pricing for a superintendent workflow (2024).	Review platforms list published entry annual pricing for STACK (single-user entry plan).	Public references list historical single-estimator pricing; current pricing available via vendor checkout flow.
Primary Focus	Division 8 takeoffs and site-walk documentation automation; stated integrations with construction management systems (e.g., Procore/ACC).	Cloud-based takeoff and estimating workflows for general trades.	Desktop-centric takeoff/estimating solution with established workflows and training materials.
Key Strength	Domain-specific AI-assisted workflows and stated integrations into construction management systems.	Mature product with broader adoption and structured estimating features.	Established toolset with wide installed base and training availability.
Key Weakness	Limited independent user reviews and public security documentation; vendor-published metrics require verification.	Some users report complexity in workflows and pricing sensitivity.	Community reports of legacy UI/architecture concerns and variable cloud offerings.

01Competitive Landscape

Narrative analysis

Where Fresco may be appropriate:
- Organizations seeking automation for Division 8 takeoffs that are open to AI-assisted workflows with human review.
- Organizations that use Procore/ACC and prioritize integrations that minimize manual re-entry between field capture and systems of record.
Where competitors may be stronger:
- Established takeoff and estimating tools (STACK, PlanSwift, Bluebeam, OST) have broader ecosystems, more extensive training resources, and larger review footprints.
- For broad trade coverage beyond Division 8, these established tools may offer more deterministic workflows and less reliance on AI inference.
Adoption evidence:
- Fresco is present in startup accelerator programs and community channels but has limited third-party review evidence compared with mature competitors.

	Fresco (vendor product pages)	STACK Takeoff & Estimate	PlanSwift
Starting Price	Not clearly public; founder commentary referenced published per-site pricing for a superintendent workflow (2024).	Review platforms list published entry annual pricing for STACK (single-user entry plan).	Public references list historical single-estimator pricing; current pricing available via vendor checkout flow.
Primary Focus	Division 8 takeoffs and site-walk documentation automation; stated integrations with construction management systems (e.g., Procore/ACC).	Cloud-based takeoff and estimating workflows for general trades.	Desktop-centric takeoff/estimating solution with established workflows and training materials.
Key Strength	Domain-specific AI-assisted workflows and stated integrations into construction management systems.	Mature product with broader adoption and structured estimating features.	Established toolset with wide installed base and training availability.
Key Weakness	Limited independent user reviews and public security documentation; vendor-published metrics require verification.	Some users report complexity in workflows and pricing sensitivity.	Community reports of legacy UI/architecture concerns and variable cloud offerings.

Fresco

01Competitive Landscape

Narrative analysis

02Market Map

01Competitive Landscape

Narrative analysis

02Market Map