Finance / Vendor spend
Invoice vs contract
Contracted: $8,000/month. Invoiced: $10,000/month for 20 services at $500 each — $2,000 above the contracted amount.
Your tools hold the pieces. Slashh connects them.
Company memory for people and AI agents. Bring conversations, documents, and decisions together—with the sources, history, and permissions intact.
Finance / Vendor spend
Contracted: $8,000/month. Invoiced: $10,000/month for 20 services at $500 each — $2,000 above the contracted amount.
This month’s usage report: 14 services used, 6 with no recorded usage. Those 6 services cost $500 each per month.
Related evidence · sample contentYou’re paying for 20 services, but your team used only 14 this month. The 6 unused services cost $3,000/month — 30% of your service spend is going unused.
Connect subscriptions to actual usage. See what you pay for, what gets used, and where spend goes unused.
Try a source, date, or permission above.One memory. Different moments.
From a first day to a difficult decision, keep the context close.
People, systems, and projects with their sources attached.
Understand the terms your company actually uses.
Find people through their contributions and evidence.
See where coexisting sources disagree.
Revisit what was true and what was known at a chosen time.
Recover decisions, tradeoffs, and their original context.
Bring relevant commitments and account context together.
See linked context around people, tickets, and work.
Bring responsibilities and knowledge into a handover.
Attribute agent calls and export access evidence.
Review metered value and identify superseded facts.
Connect over MCP, the SDK, LangGraph, or CrewAI.
The work between your tools.
Someone on your team already knows. Slashh brings their decisions, conversations and documents into the moment you need them.
Bring us your team’s questionSource-linked answers.
Your team’s permissions, respected.

An account lead, before the call
The context comes together
“SSO will be ready in Q2.”
Delivery moved to Q3.
The platform team owns the next update.
Align on the delivery plan before the renewal conversation.

A finance lead, before renewal
The context comes together
20 services billed this month.
14 used. Six with no recorded activity.
Confirm the business need for each subscription.
Bring usage and billing together, then check terms before cancelling.

A new teammate, on their first day
The context comes together
The platform team maintains Billing v2.
Maya owns the migration plan.
Jules is reviewing the connector.
Start with the current plan and the people who know the work.
Illustrative workflows and portraits · explore a different story above
One diagram, five stages
Keep scrolling. The diagram builds itself as the notes explain each stage — your sources, the edges pulling inward, the graph where every fact carries two clocks, the permission membrane closing, then cited analysis that feeds your team’s helpers, reviews and configured agent workflows.
The foundation is ready. Now put it to work.
Cited analysis feeds the helpers, reviews and agent workflows your team actually uses. Every workflow starts with the relevant evidence, permissions and history.
Walk in with the context.
Gather attendees, recent activity and open decisions into a permission-aware meeting brief.
Meeting prep packetKeep what the team learned.
Connect decisions, expertise and source material so the next person can follow the work without starting from scratch.
People, decisions and source contextFind your starting point.
Discover the people, terminology and decisions around your role, with supporting documents to explore.
Entity profiles, glossary and expert finderMake the handover concrete.
Assemble a person’s knowledge footprint: what they owned, the decisions they touched and who else knows the domain.
Offboarding briefUnderstand the value behind the work.
Explore value and cost evidence. Keep estimates, assumptions and supporting sources visible when evaluating returns.
Value reporting and ROI evidenceFollow the decision and its history.
Explore relationships, conflicting facts and changes over time to understand how the current situation came about.
Decision log, contradictions and historical contextCheck the basis of a finding.
Trace a claim or figure to its evidence. In the ROI analysis pipeline, the auditor rechecks proposed items and drops or downgrades unsupported findings.
Evidence review within the ROI pipelineCompare what should agree.
Scope a review of records across your sources, the matching rules and how exceptions should be handled. Availability depends on the systems and workflow agreed for your deployment.
Workflow to scopeGive an agent the right context.
Use the MCP interface or framework adapter inside your agent workflow. Available reads, writes and downstream actions depend on the tools and permissions you configure.
Agent integration; actions scoped separatelyIllustrative portraits and roles. Explore the context, review and output for each workflow. Tools and action permissions depend on your configuration.
Discuss your workflow01 Sources
The ERP, the CLM, the CRM, the HRIS, the ticket queue, the wiki, the repo, the cloud bill. Each one holds part of every answer your company has already worked out; none of them holds the whole thing, and the connections between them are easy to lose. Review API or MCP access and connector coverage for the systems you want to include.
Connectors over OAuth · you approve on their site · tokens stored encrypted
02 Edges
You authorize once. After that a scheduler re-syncs every connection on its own cadence: cloud accounts every 6 hours, everything else every 2. Queued, rate-limited, backed off when a credential breaks. Nobody clicks refresh, and nothing quietly goes stale in the corner.
Re-syncs every 2h · cloud every 6h · self-updating by design
03 Graph
Each document is read into one graph: the people, decisions and topics inside it, and how they connect. Every fact records when it was true and when we learned it — so “what did we know in March?” is a question with a correct, cited answer. Earlier versions preserve the context behind a change.
Bi-temporal · as_of on every read · superseded facts kept and flagged
04 Membrane
Retrieval is trimmed to owner-ACL ∩ granted-scopes before the model gets a single token. Anything outside it is not summarised, not hinted at, not counted — it is never retrieved. An agent inherits its human's ceiling: it can be given less, never more.
Fail-closed · trimmed before generation · deniedByAcl is logged, not leaked
05 Analysis
Connect the evidence into findings you can inspect: decisions and their rationale, conflicting facts, ownership and value. Those findings become context for meeting prep, knowledge transfer, onboarding, offboarding, reviews and agent workflows. The next layer turns the company’s memory into something your team can use.
Evidence, permissions and history carry forward into the workflow
An answer is only the beginning
Ask a question your team would actually ask. Follow the answer back to the document, conversation or decision behind it.
Interactive sample · four prepared questions, no live company data
Choose a question.
Read the answer.
Open a source to check it.
Choose a sample question
The answer
Have a different question? Let’s explore it with your team ↗
Permissions, made visible
Watch the ACL gate sweep down the candidate rows: each one flips to permitted or withheld before anything is generated. Hover or focus any row to see the rule that produced the decision — including the ones that denied it.
Illustrative administrator view · sample data
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Being honest about this mockup: in the product, the right-hand asker sees the answer and a withheld count — never the hatched rows. We are showing them here because the mechanism is the point. A real denial returns nothing at all: no title, no snippet, no count of what lives behind it beyond the single number the asker is told.
visibility is strictly nested: agent:brief-bot ⊆ Sam ⊂ Dana — an agent inherits its human's groups and holds a narrower scope grant, so both operations only ever narrow the set.
See the note that changed the plan, who owns the next step, and what was known at the time.
Follow a launch date back to the planning note and the person responsible. The answer keeps its evidence attached.
“Move the launch to 24 May. We need to finish the onboarding review before sign-off.”
Revision 3 · updated 12 May
Target launch: 24 May
Dependency: onboarding review
Owner: Maya Chen
The date changed to allow time for the onboarding review. The plan and the owner’s note point to the same reason.
This answer uses the project material available to Jamie.
The same boundary applies to Jamie’s agent.
It can use this shared context only within its granted scope.
Material outside Jamie’s permissions is excluded before the answer is generated.
The current plan doesn’t erase the earlier one.
The onboarding review was still in progress.
Maya recorded the review as a dependency for sign-off.
Ask about 8 May and recover the earlier plan. Ask about today and see the revised date, with its source.
Built for the moments that matter.
The same memory helps with handovers, customer context, vendor reviews and the agents working alongside you.
Explore all ten examplesStart with Maya. She owns the migration and wrote the current rollout plan.
Engineering handbook
Launch planning conversation
Find the person. Arrive with the context.
The previous incident points to a worker configuration change. The recovery steps are in the review.
Incident review
On-call handover notes
Start from what your team already learned.
The launch moved to 24 May. Onboarding review is the remaining dependency.
Confirm the review owner.
Agree the sign-off date.
Check the revised launch plan.
Launch plan, revision 3
Product review discussion
Spend the meeting moving forward.
A good answer gives you something to go on. Open the evidence. Check the date. Follow the decision back to the people who made it.
How trust works in SlashhWhy did the launch move?
The team moved the launch to to finish the onboarding review.
Select a highlighted claim to inspect its source.
Revision 3 · 12 May · Shared with the team
“Target launch: 24 May. Complete the onboarding review before final sign-off.”
The decision nobody remembers.
The answer buried three tools deep.
Let’s see what we can connect.
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