A market brief that cites every number
The Market Researcher reads live reports, filings and news, reconciles the numbers that disagree, and hands you a brief where every figure cites its source.
Research brief · EU fintech market
Market ResearcherNew brief. Sizing the EU fintech market before I write a word of analysis.
Three credible sources, three methodologies. I will build the number, not just quote one.
Payments is the largest segment, lending the fastest growing. Every figure has a source.
Writing the brief with citations on every number2s
How it works
Brief · EU fintech“size the payroll market”Scheduled · market refreshCompetitor entered a segment
Brief written · 14 figuresEvery figure cited to sourceConflicts reconciled, notedSummary posted to #researchTriggered by a research brief
A question in Notion, a request in Slack or a scheduled run starts the work. The agent takes the brief and goes to the sources itself.
Reconciles the sources, not just reads them
It reads live reports, filings and news, and when the numbers disagree it reconciles them by methodology, states which it trusts, and leaves a gap visible when no source can close it.
Writes the brief back with citations
The finished brief lands in Notion or Docs: every figure cited to its source, conflicts reconciled in the open, and unknowns flagged rather than filled.
Without Relevance
With Relevance
A vendor market report costs thousands and is already months out of date the day it lands.
The agent sizes the market at run time from live reports, filings and news, and reconciles them into one number.
Last year’s PDF is treated as this year’s truth.
Sources are read the moment you ask, so the brief reflects the market as it is today, not as it was at publication.
Two sources give two market sizes and the reader quietly picks the flattering one.
The agent reconciles them by methodology, states which estimate it trusts, and says why.
Only the segments an analyst had time for get real depth.
Every segment in the brief gets the same source-backed treatment, not just the headline market.
Two analysts size the same market two different ways.
One method, applied identically to every figure in the brief.
A confident number with no source anyone can check.
Every figure cites the source it came from, and gaps are left visible, not filled.
Held to a quality bar, on every run
Every brief is checked against eval test cases written for this exact job before it reaches you. If a run fails the bar, it never ships.
Market ResearcherSampling 2% of live runs · 96% passing this week
Shaped by your team, not a template
Experts and engineers tune Market Researcher to your playbooks. Every change ships through the same evals.
Drag and drop
Compose agents and workforces on a visual canvas. Drag in agents, tools, and approvals in a flow anyone on the team can read.
Drag and drop
Compose agents and workforces on a visual canvas. Drag in agents, tools, and approvals in a flow anyone on the team can read.
Ticket TriagerBuild with AI
Describe the agent in plain language and Invent builds it: the prompt, the tools, and the evals to prove it works.
Build with AI
Describe the agent in plain language and Invent builds it: the prompt, the tools, and the evals to prove it works.
Claude Code
CodexBuild with MCP
Engineers drive the same platform from Claude Code, Codex, or Cursor. Create agents, link knowledge, and run evals over MCP.
Build with MCP
Engineers drive the same platform from Claude Code, Codex, or Cursor. Create agents, link knowledge, and run evals over MCP.
Built for enterprise teams
Run agents on your real data with the access controls, audit trails, and residency guarantees enterprises require all built in.
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- Human-in-the-loop approvals
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Monitoring & oversight
- Real-time monitoring
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Levi Watters
Partner, KPMG Australia
"The key for us was how we can modularize industry knowledge and the best playbooks, and apply it."
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Senior Marketing Manager, Autodesk
"We're looking for every place where AI can allow sellers and customer success reps to be more engaged with customers."
Rob Giglio
Chief Customer Officer, Canva
"The ability to be vendor agnostic and the ability to scale across a breadth of functions is a really key feature."
Levi Watters
Partner, KPMG Australia
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Every agent you add shares one stack
These agents all run on one platform: one gateway, one router, one eval suite, one audit trail. Every agent after the first ships faster.
- Triggered by key events or signalslike Zapier
- Given access to contextlike Zep
- Connected to your appslike Composio
- Access to all LLMslike OpenRouter
- Performance evaluatedlike Braintrust
- No-code agent builderlike Dust.tt
- Coordinated into teamslike CrewAI
- Kept alive through long-running worklike Temporal
- Traced at every step of every runlike Langfuse
Put the Market Researcher to work this quarter
We partner with enterprise teams to take this work off their plate. An agent built with you, proven against your quality bar, and live in weeks.