The memory layer for AI

AI has knowledge. We give it experience.

Connect your AI to RealMemory, and it remembers every person it talks to, learns what works, and gets better with every conversation. Any model. No retraining.

Now onboarding design partners for support teams

Memory is the missing piece for AI. That’s what we build.

What your AI knows before it replies.

Three incoming messages. Three right answers.

Incoming
Chat
I was charged twice. Again.
Memory
[OK]
14 past conversations
Style
[OK]
Prefers short, direct answers
Knowledge base
[OK]
Your billing policy
Similar cases
[OK]
41 found · refund + retry off worked
Reply
[OK]
Short, direct, apology first
✓ Right answer · illustration
Sorry about that. Same retry issue as in May. I’ve refunded it and turned retry off, so it won’t happen again.
Incoming
Email
The app keeps crashing since the update.
Memory
[OK]
iOS · power user
Style
[OK]
Wants technical detail
Knowledge base
[OK]
Your 4.2 release notes
Similar cases
[OK]
23 found · clear cache + update to 4.2.1
Reply
[OK]
Step by step, technical
✓ Right answer · illustration
Known issue in 4.2 on iOS. Clear the app cache in Settings, then update to 4.2.1. That fixed it in all 23 similar cases.
Incoming
Phone
I’m thinking about canceling.
Memory
[OK]
Customer 3 years · 2 open issues
Style
[OK]
Wants to be heard first
Knowledge base
[OK]
Your retention playbook
Similar cases
[OK]
What kept similar customers
Brief
[OK]
For your agent · empathy first
✓ Suggested to your agent · illustration
Acknowledge both open issues before anything else. Commit to fixing the export bug today; that’s what kept similar customers. Don’t lead with a discount.
From our pilots

Real results, in weeks.

Here’s what changed at three of our pilot companies.

11% → 48%

Support: tickets the AI agent closed end to end, with no human, in two weeks.

10 → 4 min

Call center: call time on 3 in 4 calls, with live guidance for operators.

40% → 85%+

Internal knowledge: employee questions answered completely, with no person involved.

−28%

Support: customer frustration, measured by surveying the company’s own customers.

“Our agent finally understands what the customer is asking and how to reply.”

Director of Support and Client Success, pilot company

The difference

We’re not storage. We’re memory.

Storage saves what was said and searches it later. RealMemory understands the person, uses what your company knows, and learns what works.

Step
Storage
RealMemory
Memory
Saves transcripts
Remembers the person: history, preferences, open issues. Replaces outdated facts the moment they change.
Style
Answers everyone the same way
Learns how each person likes to be spoken to: direct, detailed, or with a real apology.
Knowledge base
Searches your documents for matching text
Connects to Slack, email, wikis and docs, classifies everything, and keeps it current every day. Your AI gets only what this answer needs, and asks a person instead of guessing.
Similar cases
Remembers one chat at a time
Learns what worked across every customer and your whole team, so one fix helps the next person.
Reply
Hands your AI a pile of search results
Hands your AI, or your agent, the right answer for this person.
Storage records what happened. Experience knows what to do next.
The cost of forgetting

What does forgetting cost your support team?

Every time a customer has to repeat themselves, you pay twice. Enter your numbers.

Spent on repeat contacts
$18,000
a month, or $216,000 a year, on conversations that memory could prevent.
Estimate only. Your pilot measures the real number.

There are more than 15 million contact center agents worldwide (Cavell, 2025), and every company is now putting AI agents beside them. Neither remembers your customers. That’s the gap we close.

Inside RealMemory

Every lesson your AI learns, in plain sight.

See what your AI has learned, how often it worked, and what it replaced. Correct anything, and your agent uses the fix on the very next answer.

RealMemory portal showing company experience: solutions that worked across customers, how often each resolved the issue, and earlier versions replaced by outcomes.
Product view · example data
How it works

Memory that prioritizes, connects, and evolves.

01

Prioritizes

Not everything is worth remembering. RealMemory weighs every memory by relevance and meaning, so your agent recalls the one detail that matters, not a page of transcripts.

02

Connects

A billing issue, a plan change and a second complaint aren’t three facts. They’re one story. RealMemory links them, so understanding grows from relationships.

03

Evolves

When something changes, the old fact is replaced at once. When a fix works, it becomes experience the next conversation can use.

Plug in your way. No retraining.

Two API calls, or connect over MCP and your agents use RealMemory as a tool. Built to work with Claude, OpenAI and any other model, so you can switch providers and keep everything your AI has learned.

Request the docs →
{ "mcpServers": { "realmemory": { "url": "https://mcp.realmemory.app", "headers": { "Authorization": "Bearer YOUR_API_KEY" } } } }
// simplified // after each conversation memory.save(user_id, conversation) // before the next reply memory.get(user_id, message)
Illustrative. Full docs shared with design partners.
Solutions

Start with support. Grow from there.

Every company is deploying AI agents in support, and none of them remember. We start where conversation volume is highest and the payoff shows in weeks. The same engine already works inside companies and in call centers, and it powers assistants that know the people they serve.

For Support Teams · Where we start

Starting where forgetting costs the most: customer support.

Support teams pay for forgetting every day: customers repeating themselves, issues reopening, agents rebuilding context. RealMemory gives your AI agents and your human team one shared memory across phone, chat and email. It learns what resolves each issue, so the fix one person finds helps the next customer.

Learn more →
Experience Lift

Proof, in your own numbers. Every deployment measures memory on against memory off. We call the difference Experience Lift.

Repeat-contact rate
Did the customer have to come back?
First-contact resolution
Was it fixed the first time?
Average handle time
Less time rebuilding context?
Escalations
Fewer conversations escalated?
Repeat questions
Asked for something we already knew?
For Internal Knowledge · Proven in a pilot

Your experts take vacations. Butler doesn’t.

Every company has a wiki nobody trusts and a few people who know how everything really works. Butler reads your docs, notices what’s missing, and asks the right people to fill the gaps. At a 200-person pilot company, it answered about 100 questions a day, more than 85% of them on its own.

Learn more →
Illustration · Slack #billing-team
Butler → @Alex
Our refund guide doesn’t cover partial refunds on annual plans. You’ve handled the last four. Can you walk me through it?
@Alex
Sure. Open the invoice, choose partial refund, then prorate the remaining months.
Two weeks later, Alex is on vacation
@Sam
How do I do a partial refund on an annual plan?
Butler
Three steps, from Alex’s walkthrough: open the invoice, choose partial refund, then prorate the remaining months. I’ve added this to the refund guide.
For Call Centers · Proven in a pilot

Know every caller before you say hello.

Operators type a customer ID and the question. While the caller is still on the line, RealMemory answers with who’s calling, what your company knows, and what to say. In a pilot, three in four calls dropped from 10 minutes to 4, and customer satisfaction rose 25%.

Learn more →
Illustration · live call
Maria L. Caller · 6 years · 2nd call this week
Hates transfers
Knowledge Price change · March 1
Loyalty credit available
Operator
ID 234567 is asking why her bill went up. What do I say?
RealMemory
Say: “Maria, I’m sorry we never called you back on Tuesday. Your price changed on March 1. As a six-year customer, I can add a loyalty credit right now.” Don’t transfer her.
For Personal Assistants · Where it goes

An assistant that actually knows you.

For companies building assistant apps: personal assistants, companions, coaches and copilots. It learns each person from conversation (their habits, important days and how they like to be spoken to) and speaks first when something matters.

And it’s more than memory: RealDNA gives your assistant a personality you design, far beyond tone and directness.

Learn more →
{ "person": { "name": "Alex", "tone": "direct", "humor": "dry", "chronotype": "early bird", "quiet_after": "9pm", "important_dates": ["Mom's birthday, Mar 14"], "music": ["jazz", "electronic"], "learned_this_week": "trains over flights under 4h" }, "assistant_dna": { "warmth": 0.8, "curiosity": 0.9, "proactivity": 0.7, "playfulness": 0.6, "detail_orientation": 0.4 } // + many more you can tune }
Illustration · example data
Why now

Knowledge is solved. Experience isn’t.

Every company is putting AI in front of its customers, and they all run on the same handful of models. Without memory, AI knows everything except your customers and what works for them. We don’t replace your AI agent. We make it learn. RealMemory sits underneath whatever agent or helpdesk you use, so it gets smarter with every conversation, and that experience belongs to you, not your model provider.

Same models, different results.

Everyone has the same AI. What sets yours apart is what it has learned from your customers.

Any model, any agent.

Works under the AI agent and helpdesk you already have. Switch providers and keep everything it’s learned.

It compounds.

Every resolved issue becomes experience your AI reuses. The longer you run it, the further ahead you are, and no one can buy that shortcut.

Who’s building this

Built by people who’ve lived the problem.

We’ve automated key parts of support and revenue operations work at hypergrowth companies. The AI kept getting smarter. It never got wiser: it forgot every customer when the conversation ended, and every lesson started from zero. RealMemory fixes that.

Founders with operating experience at hypergrowth companies.

Trust

The more AI remembers, the more it must protect.

Memory is the most personal data your company holds: what customers said, what went wrong, what they need next. RealMemory is designed security-first. Every deployment is built on these principles.

You own the memory

Your data stays yours. Export it anytime, take it anywhere. It never trains anyone’s model, including ours.

Private before it’s stored

Card numbers and personal data are redacted before anything is saved. What we never store can never leak.

Encrypted and isolated

Encrypted in transit and at rest. Each client’s memory is kept separate from every other client’s.

Text only, no biometrics

We work from conversations, never voiceprints.

Your region, your access

Choose where your data lives. SSO and role-based access decide who sees what.

You stay in control

See, correct or delete anything RealMemory remembers. One request deletes a person everywhere.

Every change on record

A full audit log shows what was remembered, changed or deleted.

Certifications in progress

SOC 2 Type I and ISO 27001 are in progress.

Give AI real experience.

Memory that prioritizes, connects, and evolves.
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