Automate Research
Repeatable market and company briefs
Transform manual research processes into automated engines that deliver consistent, comprehensive briefs on markets, companies, and sectors.
One question to a cited, repeatable research brief
Source map
Ingest trusted sources
Claim engine
Map claims to evidence
Workflow engine
Apply your methodology
Draft artifact
Generate cited output
Reviewer loop
Human validates
Decision pack
Export memo · brief · board pack
Consistent Format
Standardized briefs that follow your team's preferred structure and depth.
Multi-Source
Aggregate data from multiple sources with automatic validation and reconciliation.
Real-Time Updates
Continuously monitor for changes and automatically refresh research outputs.
Scale Coverage
Cover more companies and markets without adding headcount.
How the workflow runs
- 1Define research templates and data requirements
- 2Configure data sources and validation rules
- 3Run automated collection and synthesis
- 4Review and enhance with expert insights
- 5Distribute to stakeholders automatically
Start with a prototype
We'll automate your first research workflow and deliver production-ready briefs in 2-6 weeks.
How the workflow runs
Six terms you'll see across the product. Each maps to a concrete artifact, not a marketing concept.
Source map
Every trusted input — filings, broker research, internal models, regulatory data — registered and verified before it can be cited.
Claim engine
Maps each assertion in a draft to the evidence span it came from. Unsupported claims surface before review.
Workflow engine
Your methodology — IC framework, scoring rubric, red-flag library — running as a repeatable workflow, not a prompt.
Reviewer loop
Analyst review at the claim level. Approve, flag, or rewrite — every action recorded against the evidence.
Decision pack
The output: memo, brief, or board pack — every paragraph traceable to its source.
Audit trail
Every source ingestion, claim mapping, reviewer action, and export — captured and exportable with the artifact.
Start small
Most teams begin with one workflow, one source set, and one output.
