Skip to content
09 Strategy & growth

Market & competitive research

An always-on analyst tracking your market, so briefings write themselves.

24/7 monitoring across hundreds of sources
Automate this for us Talk to an agent
app.cadira.io/research/feed

Market intel

Live feed

Watching 120 sources
Pricing 2h ago

Rival Co cut its Pro plan 15%

pricing page

Product 5h ago

Acme shipped AI call summaries

changelog

Funding Yesterday

Northwind raised a $40M Series B

TechCrunch

Reviews Yesterday

Review sentiment dipped for Vertex

G2 · 14 reviews

The problem today

Where the time and money go.

Market intelligence is either stale or someone's full-time job. Usually both.
  • Competitor moves are noticed weeks late, in a Slack thread
  • Research is scattered across tabs, docs and people's heads
  • No consistent, comparable view of the landscape over time
  • Analysts spend more time collecting than thinking
How we automate it

The pipeline, end to end.

Cadira runs a research agent that watches the sources you choose, deduplicates and clusters findings, synthesizes a written brief with citations, and pings you the moment a tracked competitor changes pricing, ships a feature, or shows up in the news.
  1. Input

    Sources

    web · news · reviews · filings

  2. Automated step

    Collect

    scheduled crawl

  3. AI agent

    Dedup & cluster

    signal vs. noise

  4. AI agent

    Synthesize

    cited briefs

  5. Branch

    Change detected?

    thresholds

  6. System of record

    Deliver

    Slack · email · dashboard

AI agent Automated Branch Human-in-the-loop System of record
Inside the product

What your team actually sees.

Illustrative screens from a deployment like yours — branded, embedded in your tools, owned by you.
app.cadira.io/research/brief

Weekly competitive brief

Jun 2

Pricing pressure is rising.

Rival Co dropped its Pro tier 15% [1], the second cut this quarter. Expect more inbound price objections; lead with ROI, not list price.

The feature gap is closing on summaries.

Acme shipped AI call summaries [2]. Our voice-agent depth still leads, but the demo talking point needs refreshing.

Watch Northwind in logistics.

A $40M raise [3] will fund a vertical push. Low overlap today; monitor for SMB expansion.

Sources [1] pricing page · [2] changelog · [3] TechCrunch — auto-cited

Competitor tracker

Rival Co

$45k+ setup

Enterprise-first, services-heavy

Cut Pro plan 15%

Acme AI

$0–$2k/mo

Self-serve, product-led

Shipped AI summaries

Northwind

Custom

Vertical — logistics only

Raised $40M

Delivered where you work

Briefs to email, instant alerts to Slack, the full archive in a dashboard.

Slack Email Notion
Typical results

What good looks like.

Ranges from comparable deployments. Your call gets you numbers modeled on your actual volumes.

24/7

continuous coverage

120+

sources tracked per workspace

85%

less time spent collecting

min

from event to alert, not weeks

Plugs into

Slack Notion Google Docs Snowflake Confluence Email

…and most other tools via API. If it has an interface, we can wire it in.

Reference pricing

Setup (one-time)
$20k–$34k
Maintenance
$2k–$4k / mo
Live in
3–4 weeks to production
Get your exact quote

More automations

All use cases

Invoice intake & processing

From inbox to posted entry, without a keyboard.

View case

Purchase orders & procurement

From request to approved PO in hours — every buy on-contract and in-budget.

View case

Employee spend & expense control

Every transaction categorized, matched and policy-checked in real time.

View case