AI knowledge engine for Slack & Teams

Unlock your team's hidden knowledge.

Critical answers get buried in the scroll. Lore reads your team's chats and surfaces exactly what matters — tailored to each team. Ask a question, get the knowledge, with the source attached.

Free during early access. No credit card. Unsubscribe anytime.

Permission-aware Every answer sourced Built for regulated teams
Lore#product-eng
Ask Lore

“What did we decide about the data-retention window for EU customers?”

Enter
Answer · tailored to Product Eng

The team agreed on a 30-day retention window for EU customer logs, with an automated purge job owned by the Platform team. Legal signed off pending the updated DPA.

compliance-eu·Decision · 3 messages
Mar 14
platform·Purge job spec
Mar 15

Trusted by knowledge-dense teams

Meridian TrustHalcyon BankNorthwind CapitalCobalt AdvisoryVantage MutualArdent SecuritiesMeridian TrustHalcyon BankNorthwind CapitalCobalt AdvisoryVantage MutualArdent Securities
Where the incumbents stop

The knowledge already exists. It's just unreachable.

The big players each leave a gap. Lore is built for exactly the space they don't cover.

vs. Glean

Enterprise-grade, but a heavy multi-month rollout.
Lore connects in minutes and answers the same day.

vs. Microsoft 365 Copilot

Locked to the Microsoft graph, not conversation-native.
Lore reads Slack and Teams alike, right where decisions are made.

vs. Guru

Depends on humans writing and updating cards by hand.
Lore curates itself from live chat — nothing to maintain.
Features

A knowledge layer that maintains itself.

Everything Lore does starts from one idea: the answers your team needs are already in your chats. Lore makes them reachable.

Conversation-native retrieval

Lore learns from the chats your team already sends — threads, decisions, links — instead of a wiki nobody updates. The knowledge is where the work happens.

Answers tailored to each team

Ask the same question in Sales and in Platform and Lore answers in each team's own context, vocabulary, and history. One brain, many perspectives.

Zero manual curation

No knowledge cards to hand-write, no docs to migrate. Lore indexes automatically and stays fresh as the conversation moves — knowledge maintains itself.

Every answer, sourced

Each response links back to the exact messages it came from, with author and date, so anyone can verify the answer in one click. Trust, not guesswork.

Knowledge-decay alerts

Lore flags when an answer is going stale or when two threads contradict each other, so your team acts on what's true today — not last quarter.

Permission-aware by design

Lore only ever surfaces what a person already has access to. Private channels and DMs stay private — retrieval respects every boundary automatically.

How it works

Live in the time it takes to grab coffee.

STEP 01

Connect your workspace

Add Lore to Slack or Microsoft Teams in a few clicks and pick the channels it should learn from. No migration, no IT ticket.

STEP 02

Lore learns in the background

It indexes threads, decisions, and links — building a living map of what each team knows, permission-aware from the first message.

STEP 03

Ask anything, get sourced answers

Type a question in plain language. Lore returns the answer tailored to your team, with the exact source messages attached.

6 hrs

saved per person each week

100%

of answers link to a source

< 10 min

from connect to first answer

20+

seat teams Lore is built for

Built deep, not wide

Purpose-built for financial services & compliance.

We anchor in one high-stakes, knowledge-dense vertical instead of trying to be everything to everyone. In regulated finance, the right answer with a verifiable source isn't a nice-to-have — it's the whole job.

  • Audit-ready by default

    Every answer carries a traceable source and timestamp your auditors can follow.

  • Retention & residency controls

    Configurable retention windows and data-residency options mapped to your policy.

  • Permission boundaries respected

    Lore never surfaces a message a person couldn't already see — no leakage across desks.

“In compliance, an answer without a source is just a rumor. Lore never gives us one.”

DO

Dana Okonkwo

Head of Compliance, Meridian Trust

Social proof

Teams stop asking “who knows this?”

Onboarding a compliance analyst used to mean weeks of asking around. Now they just ask Lore — and every answer comes with the thread it came from.
DO

Dana Okonkwo

Head of Compliance, Meridian Trust

We evaluated the big players. Lore was the only one that answered in our team's context instead of dumping ten links on us.
PR

Priya Raman

VP Engineering, Halcyon Bank

The knowledge-decay alerts alone paid for it. Lore caught a contradicting policy thread before it reached a client.
MF

Marcus Feld

COO, Northwind Capital

Pricing

Simple seat pricing. No knowledge tax.

Free during early access. Lock in launch pricing by joining the waitlist today.

Team

$25/ seat / mo

For a single team getting its knowledge under control.

  • Up to 25 seats
  • Slack or Microsoft Teams
  • Sourced answers with citations
  • Permission-aware retrieval
  • Email support
Join the waitlist
Most popular

Growth

$50/ seat / mo

For organizations standardizing knowledge across teams.

  • Unlimited seats
  • Slack and Microsoft Teams
  • Team-tailored answers
  • Knowledge-decay alerts
  • Audit trails & retention controls
  • Priority support
Join the waitlist

Enterprise

Custom

For regulated organizations with advanced controls.

  • Everything in Growth
  • SSO / SCIM provisioning
  • Data residency & DPA
  • Custom retention policies
  • Dedicated success manager
Talk to us

Prices are per seat, billed to your workspace. Fictional launch pricing shown for early-access sign-up.

FAQ

Questions, answered.

Those tools either need heavy enterprise rollout, stay locked to one vendor's data graph, or depend on people manually writing knowledge cards. Lore is conversation-native: it reads the chats your team already sends across Slack and Microsoft Teams, learns automatically, and answers in each team's own context — no manual curation and no multi-month deployment.

Lore is built for teams living in Slack and Microsoft Teams. You connect a workspace in a few clicks and Lore begins surfacing answers from the channels you choose. Threads, decisions, and links all become searchable knowledge.

Yes. Lore is permission-aware by design — it only ever surfaces what a given person already has access to, and it never crosses private channel or DM boundaries. Data is encrypted in transit and at rest, with audit trails and configurable retention built for regulated teams.

Most teams are asking questions within ten minutes. Connect your workspace, pick the channels Lore should learn from, and it indexes in the background. There are no knowledge bases to migrate and nothing to hand-write.

Teams of 20 or more that rely on Slack or Microsoft Teams and feel the pain of knowledge buried in scroll-back. We anchor deep in regulated, knowledge-dense industries — starting with financial services and compliance — where getting the right answer with a source attached actually matters.

Two simple seat tiers: Team at $25 per seat / month and Growth at $50 per seat / month, billed to your workspace. Larger, regulated organizations can add enterprise controls and support. During early access it's free — join the waitlist to lock in launch pricing.

Stop losing what your team already knows.

Join the waitlist and be first to turn your chats into an answer engine.

Free during early access. No credit card. Unsubscribe anytime.