Your go-to-market strategy should update when reality does
Your most important strategic documents become outdated the moment buyer behavior, competitors, or market conditions change. Amdahl Living Docs connect your GTM strategy to live company and market data, and continuously analyze what changed, why it matters, and how your team can respond.
You start losing deals you used to win. You're not sure why.
So you go looking. You analyze your team's call recordings. You ask your agents and get a confident answer that turns out to be wrong.
You spend a week chasing a signal and finally come up with a theory. You rewrite your go-to-market strategy document around it.
A few days later, that same document is outdated. A competitor noticed a shift in buyer demand before you did. You have to start all over again.
What if those insights could be delivered to you 5 minutes after the signal?
What if your go-to-market strategy was continuously analyzed by an always-on data expert, grounded in market truths and your company’s own data? One that could uncover needle-in-the-haystack insights before your competitors do?
That's Amdahl.
You start losing deals you used to win. You're not sure why.
With Amdahl
5 min
From market signal to an answer.
Without Amdahl
0 hrs
Analyzing Gong recordings...
Asking your agents. Wrong conclusion...
Combing lost deals for patterns...
Re-reading win-loss notes...
Cross-checking your CRM...
Polling the sales team for anecdotes...
Scanning competitor sites for changes...
Rebuilding the pipeline report...
Reworking positioning on a hunch...
Updating battle cards on a bad guess...
Rewriting outreach for the segment...
Briefing leadership on a theory...
Of manual work and guessing.
Reclaim your time with Amdahl.
Amdahl's frontier machine learning models catch the most relevant buyer signals from the noise, so your team can refocus their time on high-value work.
Documents and .md files are snapshots that go stale.
In a rapidly evolving market, your mission-critical docs need a rapidly evolving system.
Buyer priorities change. New objections appear. Competitors innovate and reposition. So do you.
Meanwhile, your document doesn't immediately know any of that happened. It still sounds authoritative, but it's describing an older version of reality. Your team keeps operating from it.
Amdahl Living Docs connect your documents to the signals that matter and keep your strategy ahead of the market.
When your company data or the market changes, Amdahl identifies what matters, traces it back to the evidence, and proposes a clear update your team can review.
Competitive Landscape, FY26
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Competitive Landscape, FY26
Most mid-market evaluations of our onboarding platform are competitive: buyers typically shortlist two or three vendors before they sign. Head-to-head, we win roughly 44 percent of the time.
Meridian is the most common alternative in deals over 200 seats. They win on brand recognition; we win on price and speed of setup.
We rarely compete with Vantry; they focus on enterprise accounts. Since their mid-market launch in April, Vantry has appeared in about half of our deals as a significant competitor, leading with a lower price.
Two younger vendors come up occasionally in evaluations, usually on price. Neither has appeared in a closed deal yet.
Where we lose, the most common reasons are missing integrations and procurement timelines rather than product gaps. Deals we lose on price tend to be under 150 seats.
We review this landscape at the start of each quarter and after any major competitor announcement. Owners: sales leadership, with input from product marketing on positioning changes.
Amdahl
9:41 AM Today
Replace: "We rarely compete with Vantry..." with: "Since their mid-market launch in April, Vantry..."
Vantry came up in 9 of your last 18 calls, up from once last quarter. You lost 3 of the 4 deals where they appeared. April 28: "Vantry quoted us about half your price."
I can:
- 1. Update your Vantry battle card
- 2. Email deal owners whose calls mention Vantry
- 3. Refresh this doc weekly instead of quarterly
@Sam look at this -- we should update the team. Is it just price?
Mostly. Buyers cite the lower quote first in 7 of the 9 calls; two also mention faster setup.
What's a living doc?
A living doc is a document with a proactive, self-verifying GTM data scientist inside it.
It continuously checks the claims inside your most important documents against what's actually happening across your sales calls, support tickets, CRM, meeting notes, win/loss outcomes, and market signals.
Amdahl uses purpose-built machine learning models to structure, compare, and prioritize signals across your company and the market. Instead of generating an answer from raw context, it finds the needle-in-the-haystack insights, validates them against the evidence, and surfaces the highest-value actions for your team to take.
When something meaningful changes, it shows you:
- what changed
- why it matters
- the evidence behind it
- the update it recommends
- the highest-leverage actions your team can take to stay ahead
Each finding becomes a proposed new version your team can review, question, refine, and approve.
Your team spends less time maintaining strategy and more time acting on the signals that matter.