Relevance AI
Relevance AI
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A report built around the decision

The Research Report Writer assembles your findings into a structured, cited report, builds it around the decision to be made, and marks a section preliminary rather than writing confident filler.

Findings ready · market entry report
Research Report Writer

Findings are locked. Assembling the market-entry report for the exec team.

Pulling every finding and its citations3s
Structuring around the go/no-go decision6s

Findings support entry with conditions. Building the report to lead with that call.

Writing sections with citations inline3s
Report drafted for review. It opens with the go/no-go recommendation, then the evidence behind it, then the risks, so the exec reads the call before the detail. Every figure cites its source and the structure follows the decision, not the order I happened to gather things in.

How it works

Findings ready“write this up”Synthesis completeBoard deck due
Report drafted for reviewStructured around the decisionEvery claim citedDraft shared to #research

Triggered when findings are ready

A completed set of findings, or a request in Slack, starts the assembly. The agent takes the research and builds the report.

Structures around the decision

It leads with the call the reader has to make, presents both sides when findings conflict, and marks a thin section preliminary instead of padding it with confident filler.

Delivers a cited report for review

The report lands in Docs or Notion: structured around the decision, every claim cited, and shared for review before it goes to stakeholders.

Without Relevance

With Relevance

A researcher spends a day formatting findings into slides after the thinking is done.

The agent assembles the findings into a structured, cited report as soon as they are ready.

Reports list findings in the order they were gathered, leaving the reader to find the point.

The agent structures the report around the decision the reader has to make, and leads with it.

The report argues one side and buries the evidence for the other.

When findings point two ways, the report presents both and lands on a recommendation with its reasoning.

Numbers appear in the deck with the sources left behind in a spreadsheet.

Every figure and claim carries its citation into the report, so any point can be traced.

Report quality depends on who wrote it and how late they finished.

The same structure and citation discipline on every report, whoever the findings came from.

A thin section gets written with the same confidence as a well-evidenced one.

A section short on evidence is marked preliminary, not dressed up as a firm conclusion.

Held to a quality bar, on every run

Every report is checked against eval test cases written for this exact job before it reaches stakeholders. If a run fails the bar, it never ships.

Research Report Writer
92959890

Sampling 2% of live runs · 93% passing this week

Structured around the decision
96%
Every claim cites its source
93%
Conflicting findings shown fairly
87%
Thin sections marked preliminary
91%

Shaped by your team, not a template

Experts and engineers tune Research Report Writer 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.

Build 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.

Build 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.

AICPASOC 2TYPE II
SOC 2
GDPR
GDPR

Security & data privacy

  • Data residency
  • PII masking
  • Audit logs
  • No training on your data

Access & controls

  • Role-based access control
  • SSO / SAML
  • Human-in-the-loop approvals
  • Version control

Monitoring & oversight

  • Real-time monitoring
  • Full agent tracing
  • Cost visibility
  • OTEL & Delta Share export
KPMG
"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

Read more
Autodesk
"The key for us was how we can modularize industry knowledge and the best playbooks, and apply it."

Allen Roh

Senior Marketing Manager, Autodesk

Read more
Canva
"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

Read more
"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

Read more

Team it up with more research agents

Web
News
Funding
Reports
Market brief

Market Researcher

Researches a market from live sources into a sourced brief.

Rival: PR vs hireFlag the hireBrief the PR

Competitive Intelligence

Tells the competitor moves that matter from the noise.

20 sources read
3 findings, all cited
1 contradiction found
Weighed, not averaged

Source Synthesizer

Reduces many sources to cited findings, contradictions and all.

2.1%
Segment A
3.8%
Segment C
5.2%
Segment B
Insight · lean into B

Insight Analyst

Finds the one insight in the data that changes a decision.

What did all 8 interviews say?
3 themes, each with quotes
Themes written up

Interview Synthesizer

Turns customer interviews into themes with verbatim evidence.

Topic tracked
  1. 1
    Read this week vs last
  2. 2
    Confirmed the shift
  3. Shift reported

Trend Monitor

Watches a space over time and reports when something shifts.

Blog cites blog2nd-handEcho
News articlereportedSecondary
Original filingprimaryVerified

Claim Verifier

Fact-checks each claim by tracing it to a primary source.

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 Research Report Writer 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.