Curating reality into a form that supports better decisions
Curate Labs builds managerial computing for small businesses: startops.sh helps teams form, HatTrick helps operators assess, and Cora Helps helps them improve.
Operating map
We make the business easier to read before asking software to act.
Curate Labs starts with the parts of small-business work that usually stay scattered: source records, context, decisions, and the reasons behind them.
Invoices, statements, filings, agreements, notes, and source documents.
Accounts, entities, relationships, obligations, and confidence checks.
Collections, pricing, spend, compliance, site plans, and follow-through.
Managerial finance
Accounting exports, statements, invoices
Cleaner margin, cash, and planning decisions
Document understanding
Contracts, PDFs, filings, long-form notes
Facts with source links and review paths
Market facets
Customer motion, local context, owner behavior
Segments and actions that fit the business
Decision science
Judgment calls, outcomes, feedback loops
Playbooks teams can rerun and compare
Products
Research areas
Managerial finance
Accounting logic and planning models for practical decisions.
Document understanding
Long, semi-structured, and visual documents made usable.
Information extraction
Entities, relationships, facts, and evidence from messy records.
Decision science
Evaluation, tradeoffs, and feedback loops for operators.
Market facets
Local context, customer motion, constraints, and owner behavior.
Open source libraries
Our work
Refining raw, messy data into strong signal and clear advice.
We build products, research methods, and open-source tools that help operators see what changed, why it matters, and what to do next.
How we think