Every decision, grounded in architectural reality.
A live co-pilot that grounds every draft ticket in the architectural reality of your system, before the decision leaves the room. Services touched, owners to loop in, prior attempts, calibrated LOE: every field populated at the moment the PM is actually deciding. The shortcuts you stop taking today are the technical debt your team isn't paying for next quarter.
01 · The problem
Every enterprise hits the same wall: decisions made in meetings, but the architectural context never survives the trip to the ticket system.
Services, owners, priors, risks, LOE: all of it dissolves between Google Meet and Azure DevOps. Engineering then spends the first half of the sprint rediscovering what the PM already discussed. The four failure modes below are each grounded in recent public research.
~⅓
of every knowledge worker's day goes to searching for information the company already has. The most expensive meeting you never billed for.
source · Slack Workforce Lab, 2025Context evaporates in 72 hours.
Services touched, upstream consumers, and the "we already tried that" precedent are gone from anyone's head by grooming. Task-switching alone drops productivity up to 40%.
source · Reclaim, 2026 guide on context switchingLOE is a vibe, not a number.
PMs estimate from a ticket title. Engineers re-estimate from the code. That gap is where roadmaps die. 44% of software projects overrun on cost or schedule.
source · Asana, 2025, citing PMI and Standish CHAOSRisks surface in review, not the room.
Shared auth dependency, deprecated webhook, adjacent on-call team: caught in sprint week three, not the meeting where the decision was made. DORA made rework rate its 5th official metric in 2025.
source · Faros on DORA 202502 · How it works
Four steps. Finished before the meeting ends.
Continuous ingest of your stack. Live listening in the meeting. Drafts at decision time. Write-back on PM approval.
Ingest the graph
Continuous ingest of services, tickets, ADRs, docs, Slack threads. Graph refreshes hourly. Eight extractor formats, including VSDX Visio.
Listen for decisions
Joins Google Meet today. Zoom and Teams planned. Detects the moment scope is being decided and grounds it against the graph in real time.
Draft with context
Attaches services, owners, priors, risks, and a calibrated LOE, shown alongside the meeting, editable by the PM.
Write back on approval
Ticket lands in Azure DevOps today. Jira and Linear planned. Every field populated. Decision memory persists into the graph for the next meeting.
03 · Product tour
Two minutes of CrossLayer running against a real planning meeting.
Services touched, owners to loop in, LOE grounded in prior changes, risks flagged before the decision leaves the room. Video drops in here as soon as it's recorded. Want to poke at it yourself? The interactive demo is one click away.
live walkthrough · YouTube
Two-minute product tour
Video recording in progress. A link will drop here soon.
04 · The graph + memory layer
This is the meeting intelligence of CrossLayer. Built on LLMs, grounded in your stack, activated in the room.
The same graph that ingests your architecture, decisions, tickets, and knowledge is what CrossLayer queries live during a meeting to suggest next steps and recall prior context. LLMs handle language. The graph handles truth. Every meeting insight flows back into the graph, so the next meeting starts smarter than the last.
48,102 EDGES · 47 PRIORS
// reference stack · enterprise demo manifest
One rack. Five layers. Every artifact your PM already argues about.
The counts shown are from a demo manifest we run against in walkthroughs, not production telemetry. On a real enterprise stack the orders of magnitude are similar: thousands of services, tens of thousands of tickets, six-figure document counts. CrossLayer stitches all of it into one addressable graph.
- ●L5 Meetings live, listen-only: scope decisions detected at the moment they're spoken
- ●L4 Decisions ADRs, scope notes, and draft tickets persist as first-class nodes
- ●L1 to L3 substrate tickets, services and knowledge refreshed hourly
Architecture, decisions, tickets, knowledge, and past meetings. Refreshed hourly. Indexed for LLM retrieval.
CrossLayer listens, queries the graph over an LLM, and returns suggestions, priors, risks, and LOE into the meeting surface.
05 · Integrations
Connected across the stack your PMs and engineers already live in.
One row per layer of the graph. Listen-only in meetings. CrossLayer never posts back to a meeting or a DM. Write-back only after PM approval. Self-hosted deployment planned for regulated stacks.
07 · Get started
Ground your next planning meeting in the reality of your system.
Thirty minutes with us. We'll stand up the graph against a read-only copy of your stack and walk you through grounded drafts from a real meeting. No slides. A human replies within a business day from hello@crosslayer.ai.