Projects

TimberBase trading platform

Two-sided B2B Marketplace · Company · 2020-2023

Validated that transaction infrastructure is the bottleneck in digitising timber trade, shifting strategy from marketplace to execution-layer tooling.

Contributed to platform maturity leading to acquisition by UFP Industries, Inc. in 2023.

Before and after workflow showing manual timber trade versus platform-supported trade flow

> Key decisions

01/ Validate through real transactions, not simulated flows

Simulations cannot capture real constraints such as document handling, pricing negotiation, and freight dependencies.

Impact

  • > Exposed execution bottlenecks early rather than discovery bottlenecks
  • > Revealed that listings alone do not drive transactions

02/ Deprioritise marketplace liquidity in favour of transaction execution

Liquidity is irrelevant if transactions fail at pricing, documentation, or logistics stages.

Impact

  • > Reframed product scope from marketplace to transaction infrastructure
  • > Redirected roadmap toward order management, documentation, and coordination

03/ Use Wizard-of-Oz operations to simulate product completeness

Full automation required assumptions that were still unproven.

Impact

  • > Reduced build cost while testing real behaviour
  • > Allowed rapid iteration on deal structures and workflows

04/ Focus on cross-border trade as wedge use case

Domestic trade already functioned, while cross-border trade carried the highest friction and unmet demand.

Impact

  • > Created clearer differentiation against existing processes
  • > Concentrated learning on the highest-value problems around logistics, documentation, and trust gaps

> Trade-offs

Transaction lifecycle diagram from listing through negotiation, documentation, and logistics
  • > Did not build a scalable marketplace early
  • > Sacrificed growth optics to understand execution reality
  • > Accepted high operational overhead
  • > Slower scaling, but higher learning fidelity
  • > Avoided standardising the product too early
  • > Increased product complexity, but preserved real-world variability
  • > Did not eliminate intermediaries fully
  • > Preserved trust where the platform could not yet replace it

> Situation

Product
> Early-stage attempt to digitise international timber trade
Users
> Buyers, suppliers, and operators coordinating cross-border timber deals
Constraints
  • > Relationship-driven deals
  • > Fragmented workflows across email, calls, and spreadsheets
  • > Low standardisation across pricing, grading, and logistics
  • > No existing product baseline, so behaviour had to be learned from real transactions

> Problem

A naive marketplace model assumes that listing supply and matching demand creates liquidity.

In timber trade, this breaks because:

  • > pricing is highly contextual across region, grade, and logistics
  • > trust is embedded in relationships, not interfaces
  • > transactions depend on documentation, freight, and coordination

Core tension: Can a digital platform replace relationship-driven trade without collapsing under operational complexity?

> Execution

  • > Built a two-sided marketplace with supply listings and demand requests
  • > Layered manual operations to facilitate real transactions
  • > Iterated on pricing workflows, documentation handling, and logistics coordination

> Results

  • > Transactions, not listings, became the product focus
  • > Core friction was identified in documentation requirements, pricing variability, and logistics coordination
  • > Discovery alone was shown to be insufficient without execution infrastructure
  • > Product scope expanded from listings to transaction systems
  • > Roadmap priorities shifted toward operational infrastructure over growth features
  • > Success criteria moved from users onboarded to deals successfully completed
  • > Product and operational maturity contributed to acquisition by UFP Industries, Inc.