Your AI is blind to your company.
The fix is a package, not a tool.
Meshline delivers a working company brain as one engagement: the knowledge-base OS running inside your perimeter, and the embedded team accountable for keeping its answers true. Software plus service. The deliverable is the outcome.
Every enterprise generates an unbroken stream of decisions, documents, signals and conversations. None of it is connected. None of it is queryable. None of it is alive.
Your organization knows everything.
It just can't remember.
A large enterprise produces petabytes of internal knowledge a year, scattered across dozens of systems, locked behind incompatible permissions, decaying inside private channels and personal drives.
Search retrieves documents. Document AI summarizes them. Neither knows what the company decided last Tuesday, who contradicted whom in the architecture review, or which strategic initiative quietly drifted off-mission six months ago.
CAPTION: The same fact appears in seven different systems under seven different schemas. A meeting decision contradicts a Slack thread that contradicts a Confluence page. No one notices.
Every failed AI rollout was software handed over a wall. A Meshline engagement is one package: the system, and the people accountable for what it says.
We don’t sell you a tool.
We deliver the outcome.
The knowledge-base OS
The app: cockpit, graph, evidence vault and synthesized tools, running on your hardware inside your perimeter. Necessary. Not sufficient.
An embedded team
The Librarian function, staffed: a Guardian who keeps the data true, an Engineer who builds what your organization is missing, a Resident who owns adoption.
A brain you can act on
Ask anything across everything you produce. Every answer cited, permission-checked, and kept true by someone whose name you know.
The software alone is half the answer: a brain is only as good as the data feeding it and the judgment maintaining it. That is why the people ship with the system, and why the deliverable in the contract is not a license. It is the working brain.
Every deployment ships staffed. The Librarian is the umbrella function; it arrives as three tiers that stack, each accountable for something you can point at.
Software as a service left the work with you.
Service as a software does the work.
Every knowledge base rots: stale pages outrank current ones, every truth exists twice, whole folders belong to no one. Whatever reads it inherits the mess and answers from it, confidently.
The Guardian repairs the estate and the habits that produced it. They map every source you have and show you where each stands, clean what earns its place, retire what does not, and set standards a team can actually keep. Then they stay on: curating the graph, catching rot early, and certifying the result under their own name, on a cadence you can hold them to.
The data that makes you valuable is the data no connector catalog covers: the formats only your industry produces, the systems you built yourselves.
The Engineer closes that gap. They build capture for your own formats and instruments, connect the systems nobody else can, and ship the applications your teams run on the brain. Every build is accepted against tests rather than promises, and every known limit is written down, never silently dropped.
Installed is not adopted. Rollouts die quietly in month three: nobody owns which team is next, what gets built first, or whether anyone still asks.
The Resident owns exactly that. They sit with your leadership and run the deployment as a program: a roadmap of what the brain must answer next quarter, a steering cadence with a decision log, onboarding wave by wave, and an account of what changed that a board can read.
Tiers stack: the Engineer tier includes a Guardian, the Resident tier includes both. Every judgment they make becomes training signal, so the machine absorbs more of the ten percent over time and the human footprint per brain shrinks. That trajectory is the product working as intended.
The Meshline workspace runs inside your perimeter: the same stack lifts from a contained pilot to the sovereign appliance without architectural changes.
One workspace,
four surfaces.
Ask, with receipts
Chat over the whole memory. Every claim carries its citation; every retrieval respects your clearance; unanswerable questions are declined, not invented.
Traverse the brain
The navigable memory: pivot from a person to their commitments to the meeting that made them. Open any node straight down to its evidence.
The evidence itself
Source bytes preserved immutably and hash-addressed. Every answer resolves back to the exact artifact it came from, unchanged since capture.
Tools built by describing them
Registers, trackers and briefings synthesized from a sentence, permission-scoped per viewer, updating as the graph changes underneath them.
We demonstrate the workspace live, on a contained slice of your own corpus, at the briefing. No staged data, no video tour: your documents, your questions, the receipts on screen.
The app is the instrument · the package is the outcome
Once everything you produce lives in one governed graph, the tools you rent become views you own: synthesized on the graph, permission-scoped per viewer, current the moment the data changes.
The data is the platform.
Apps are just views of it.
Bands are list-price math for a 100-person company. Real wallets are smaller than the menu once overlaps net out; we size your actual number in the briefing, from your actual stack.
Enterprise AI search
$60k-$240kGlean · Coveo · Notion AI
Internal developer portal
$48k-$120kBackstage · Cortex · OpsLevel
Customer success
$25k-$100kGainsight · Vitally · ChurnZero
Contracts & renewals
$25k-$90kIronclad · DocuSign CLM · LinkSquares
Engineering metrics & DORA
$24k-$60kLinearB · Jellyfish · Swarmia
Incidents & on-call
$20k-$60kincident.io · PagerDuty · Rootly
CRM & relationship tracking
$18k-$72kHubSpot · Attio · Pipedrive
Wiki & knowledge base
$18k-$60kNotion · Confluence · Guru
Product analytics
$12k-$80kAmplitude · Mixpanel · Heap
Nine of the sixty-three. The full replacement map travels with the briefing.
Some systems should not be replaced: email and calendars, the code host, payroll, legal-grade signatures, the data warehouse, identity. Those are rails. Meshline ingests their evidence and replaces the workflow surfaces rented on top of them, never the rail itself.
>_“Build a vendor register from our contracts and flag every renewal within 30 days that has no owner.”
BuildShips with every deployment: it watches the graph for drift, contradiction, risk and change, and briefs you on your schedule. Five experiences, one governed memory.
That is the whole product. What follows is how it works.
The engine that keeps it true.
The six-layer stack, files to facts, the crawler, what is proprietary, and where it runs: governance to the sovereign chamber.
Open the dossierArchitectural reasoning, not vendor claims.
Design-time invariants, the retrieval landscape, the context bill, the method duel, and the honest answer to building it yourself.
Open the dossier