Technology and product consulting.

We help you decide what to build and get it built.
Based in Vancouver, since 2020.

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Our work

AI analytics platform over financial data

Why
Dashboards show financial data but don’t tell anyone what to decide or do next.
What
An AI-powered analytics platform that turns complex financial data into decisions.
How
Language models answer questions in plain language, predictive analytics shows what is likely next, and workflow automation starts the follow-up work.
Value
Decisions and next steps, not another dashboard to read.
  1. Financial dataComplex data goes in
  2. AskLarge language models and retrieval-augmented generation
  3. PredictPredictive analytics
  4. ActAgentic workflow automation

Customer-facing AI assistant

Why
AI answers are hard to rely on when no one can show how good they are or why they were given.
What
A conversational AI assistant used directly by end users, with a governance layer underneath it.
How
It defines what a good answer looks like, keeps its sources reliable, adds human review where automated checks fall short, and shows users why an answer was given.
Value
AI output that is trustworthy enough to rely on.
  1. End userAsks a question
  2. AI assistantAnswers it
  3. AnswerTrustworthy enough to rely on

Governance layer

  • Evaluation criteriaWhat a good answer looks like
  • Human reviewFor cases automated checks miss
  • Retrieval reliabilityControls on the sources it draws on
  • Interpretable methodsWhy an answer was given

Blockchain-based supply chain traceability

Why
Buyers have no reliable way to confirm that a product is genuine.
What
A traceability product that issues a tokenized certificate of product authenticity.
How
Each certificate is issued as a blockchain token. Built with a client in the mining sector.
Value
Authenticity a buyer can verify. The product won national innovation funding, including Canada’s Ocean Startup Project.
  1. ProductGoods moving through the supply chain
  2. Tokenized certificateIssued as a blockchain token
  3. BuyerConfirms it is genuine

Green energy tokenization

Why
The green energy a household generates has no verified record that others can check.
What
An MVP built for a solar client: a blockchain token representing verified household green energy generation.
How
Household generation is verified, then represented as a blockchain token.
Value
Verified household generation that can be tracked as a token.
  1. Household solarGenerates green energy
  2. VerificationOf that generation
  3. Blockchain tokenRepresents the verified generation

Diagrams are simplified.

Track record

Innovation funding won

  • Canada’s Ocean Startup Project
  • Mitacs (two R&D projects)
  • Western Economic Diversification

Research partnerships

  • University of British Columbia, including Blockchain@UBC
  • Simon Fraser University

Our team

  • Developed through university graduate placements

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