USE CASE · INVESTOR RELATIONS

Earnings prep in hours. Investor Day without the all-nighter.

Quarterly earnings narratives, analyst Q&A prep, investor day decks, and IR communications from one source. Investor questions anticipated from real signal, not gut feel. The IR team focused on judgment and relationships, not assembly.

OneNarrative
EveryFiling
LiveQ&A prep
BoardReady
The problem

IR teams build narratives in spreadsheets. Analysts ask the questions nobody prepared for.

Quarterly earnings prep takes 4–6 weeks.

The IR team coordinates with finance, legal, sales ops, product, and the CFO's office. The narrative is built in slides, the Q&A is built in a Word doc, and analyst questions are anticipated by whoever happens to be in the room.

Analyst questions get missed because they're built from gut feel, not signal.

The IR team prepares for the questions the sell-side has already asked. The new question — the one from the analyst who's been quiet but is about to write a downgrade note — is the one that catches the CFO unprepared.

Investor Day is a 3-month project that consumes the IR team and pulls in product, sales, finance, and the executive team.

The deck has 80 slides. Half are reused from last year, half are scrambled together in the final 2 weeks. The day itself goes well or badly based on rehearsal time the executives didn't have.

Bilateral analyst meetings are individually prepared, one analyst at a time.

Each prep involves pulling the same data, framing it slightly differently for each analyst's known angle. The IR team spends a week prepping for a day of meetings that produces marginal incremental signal.

What changes with Amy

Earnings narrative in days. Analyst questions anticipated from real signal.

01 · Earnings narrative from one source

Quarter's story built from real performance data.

Prepared remarks, narrative arc, KPI commentary, segment performance, forward look. All built from the same source, refreshed continuously.

  • Earnings prep cut from 4–6 weeks to days
  • IR team focused on judgment and CFO coaching, not assembly
  • Narrative consistent across remarks, Q&A, and bilateral meetings
02 · Analyst Q&A anticipated from signal

The question nobody prepared for, prepared for.

Recent analyst notes, sell-side model assumptions, peer quarter context, segment-level signal. Every likely question surfaced and answered.

  • No more CFO caught flat-footed on the new question
  • Q&A pack grounded in real signal, not gut feel
  • Specific analyst angles surfaced from their published positions
03 · Bilateral meeting briefs

Each analyst meeting prepared for the analyst.

Morgan Stanley, JPM, RBC, Cowen — each gets the brief tuned to their published concerns, model assumptions, and recent commentary.

  • Bilateral meetings deliver real signal, not generic pitch
  • Analyst relationships compound through tailored substance
  • IR team focused on highest-priority bilaterals
04 · Investor Day as a programme, not a project

Decks, narrative, demos, customer voice all from the playbook.

Investor Day deck, breakouts, customer participation, executive prep. Built continuously, not crash-built in the last 2 weeks.

  • Executives walk in rehearsed, not winging it
  • Customer voice woven in, not bolted on at the end
  • Investor Day delivers the message, not just survives it
05 · Continuous IR comms

Investors hear from you between earnings, not just at them.

Mid-quarter updates, segment commentary, industry response pieces. Substantive, grounded in real performance.

  • Investor narrative reinforced continuously
  • Quarterly cliffhangers reduced. Trust compounds.
  • IR programme runs at the cadence of the market, not just the calendar
06 · Crisis response built in

The unexpected event handled in hours, not days.

Pre-built response frameworks for guidance cuts, competitor moves, M&A announcements, regulatory events. Adapted in hours.

  • Market-moving events get same-day substantive response
  • IR team prepared for the unexpected, not improvising
  • Stakeholder confidence preserved through volatility
The strategic case

Shifts that turn IR into a strategic capability.

From · today To · with Amy
Shift
From
To
Impact
Earnings prep speed
4–6 weeks. Multi-team coordination. Multiple iterations.
Days. Narrative, Q&A, remarks from playbook, refreshed continuously.
IR team focused on coaching and judgment, not assembly
Analyst Q&A anticipation
Gut feel. The new question catches the CFO unprepared.
From real signal: analyst notes, model assumptions, peer context.
No more flat-footed answers. Confidence on every question.
Bilateral meetings
Generic prep. Same brief for every analyst.
Tuned per analyst: their concerns, models, recent commentary.
Bilateral meetings produce real signal. Relationships compound.
Investor Day
3-month project. Final 2 weeks of scramble.
Built continuously from the playbook. Executives rehearsed.
Investor Day delivers the message, not just survives it
Continuous IR comms
Quarterly cadence only. Investors hear from you 4× a year.
Mid-quarter updates, segment commentary, industry response.
Investor narrative reinforced. Quarterly cliffhangers reduced.
Crisis response
Hours of scrambling. Generic statement. Trust erodes.
Pre-built frameworks. Same-day substantive response.
Stakeholder confidence preserved through volatility
Stakeholder alignment
Finance, sales ops, product, legal all run separate prep tracks.
One source. Everyone sees the same data, the same narrative.
Cross-team coordination handled by the playbook
Sell-side relationships
Coverage analysts get the standard. Senior buy-side gets bespoke.
Tiered programme. Coverage analysts get substance. Senior buy-side gets the highest-quality engagement.
Relationships at every level deepen
What your team gets

An IR engine across earnings, bilateral, and Investor Day.

One connected system that turns this into a defensible, scalable programme.

  • Earnings prep in days, not 4–6 weeks
  • Analyst Q&A anticipated from real signal: notes, models, peer context
  • Bilateral meeting briefs tuned per analyst
  • Investor Day built continuously, executives rehearsed
  • Continuous IR comms between earnings
  • Crisis response frameworks ready for the unexpected
  • CFO and CEO prep coordinated across earnings, bilateral, and Investor Day
  • IR team focused on judgment and relationships, not assembly
  • Cross-team coordination handled by the playbook
  • Investor relationships deepen at every level of the sell-side
The agent network

Specialist agents. Working as one network.

Investor Relations at scale needs a network where the narrative, the Q&A, the bilateral briefs, and the Investor Day all draw from the same playbook. Analyst questions anticipated from real signal, not gut feel.

Core agents

The specialists running the programme end-to-end.

The specialists supporting IR across the cycle.

Analyst Relations Agent

The IR engine: earnings narrative, Q&A anticipation, bilateral meeting briefs, Investor Day prep.

Email Agent

Investor communications: mid-quarter updates, bilateral follow-ups, crisis response comms.

PR Agent

Press releases for earnings, M&A, guidance updates aligned to the IR narrative.

Sales Enablement Agent

CEO and CFO prep briefs, executive coaching materials, roleplay scenarios.

Battlecard Agent

Peer quarter analysis, competitive positioning in investor narrative.

Product Marketing Agent

Product story alignment with IR narrative. One story across IR, AR, and customer-facing.

Presentation Agent

Earnings decks, Investor Day deck, bilateral meeting decks. Polished, on-brand.

ROI Agent

Customer ROI evidence woven into earnings narrative and Investor Day.

News Intelligence Agent

Daily signal monitoring: analyst notes, peer announcements, market events.

Survey Agent

Investor perception surveys, post-Investor Day feedback, NPS for IR programme.

Customer Advocacy Agent

Customer voice for Investor Day: testimonials, named references, executive participation.

Embeddable agents

Extend the experience onto your website and into inbound.

Engage investors and analysts directly through the website and on-demand surfaces.

Knowledge Base Agent

Investor-facing knowledge base: history, KPIs, segment data, prior remarks. On-demand for analysts.

Website Concierge Agent

Investor relations landing experience. Routes analysts to the right resource, contact, release.

Foundation agents

Included with every Amy deployment.

Included with every Amy deployment.

Company Dossier Agent

Verified knowledge base every IR output draws from.

Business Analyst Agent

Performance analytics, KPI trending, peer benchmarks, segment analysis.

Brand & Theme Agent

Brand consistency across every IR output. Investor-grade polish.

Pick One Quarter Or Event

See the earnings prep built in 30 minutes.

Choose one upcoming quarter or IR event. We'll build the narrative, anticipate the analyst questions, and prep the CFO talking points. Live, in the demo.

In your 30-minute walkthrough
  1. Quarter's story built from real performance data
  2. The question nobody prepared for, prepared for
  3. Each analyst meeting prepared for the analyst
  4. Decks, narrative, demos, customer voice all from the playbook