From raw source to sellable product in days.
The providers who win the agentic era will ship products faster than anyone. We build the standard line (identification, onboarding, normalization, entity resolution) that turns a raw source into a governed, AI-ready product while the opportunity is still on the table.
The near future
A new source becomes a sellable data product while the opportunity is still there.
The path from raw source to product can't be redesigned every time. A standard intake line gives commercial feeds, public records and unstructured sources the same route into a governed, AI-ready product. In days, not quarters.
What it takes to support that
- Demand evidence for which sources are worth acquiring
- One onboarding path for structured and unstructured data
- Reusable normalization and standardization rules
- Entity resolution and identifier harmonization at intake
- AI-ready models, semantic context and governance from day one
The standard intake line
The practice
A standard line, not a bespoke project.
One repeatable line that takes any source (commercial, public or unstructured) from raw input to sellable product.
Source Intelligence
- Identify high-value commercial and public data sources
- Prioritize acquisition against observed customer demand
- Evaluate source value before committing the build
Agentic Ingestion
- Use agents to onboard structured and unstructured data
- Automate normalization and standardization
- Resolve entities and harmonize identifiers at intake
Days to Market
- Generate AI-ready models and semantic context at intake
- Apply governance and commercial controls from day one
- Move from raw source to discoverable, sellable product in days
Success looks like
Speed
A raw source becomes a sellable product in days, not months.
Repeatability
Every product enters through one repeatable, governed line.
How we work
Benchmark it. Spec it. Build it.
We start with a short, scoped benchmark of this practice: where you stand, against whom, and what to build first. You own everything we produce, with us or without us.
Benchmark
- Trace your last source from raw input to first sale
- Score the process from bespoke to on demand
- Find the work that gets rebuilt every time
Spec
- Define how source value and demand are judged
- Design one intake contract for every source type
- Set the target model, identifiers and controls
Build
- Automate onboarding and normalization
- Operationalize entity resolution at intake
- Generate semantic context as the product is built
Manage
- Measure time, cost and reuse source by source
- Keep schemas, rules and lineage current
- Turn observed demand into the next source onboarded
The product creation benchmark
See how fast your line can run.
We trace your last source from acquisition decision to sellable product, score the line from bespoke to on demand, and find every step that gets rebuilt by hand. You keep the maturity score, the process map, and the ranked list of moves.
Request the benchmark