Technology Intelligence Platform

Your enterprise’s Twin Brain.

The intelligent system that continuously understands your technology estate, and proactively tells you what to fix, save and improve.

Scope your pilotSee how it works
Proactive, not reactiveEnterprise-grade · runs in your own accountBuilt for every team
The problem

Nobody actually knows what’s running in your enterprise.

  • Architecture diagrams are stale the day they’re published.
  • Ownership lives in people’s heads, and people leave.
  • CMDBs, wikis and spreadsheets disagree with each other, and with reality.
  • Finding the truth takes weeks of meetings and chat archaeology, not seconds.
“Who owns this, and could we prove it’s under control if someone asked right now?”
The question every audit, review and postmortem starts with. And the one most enterprises still can’t answer in real time.
The cost of not knowing

Every blind spot in your stack is already costing you.

None of this shows up as a single line on a budget. It shows up everywhere, a little at a time, which is exactly why it’s so easy to ignore, and so expensive to keep ignoring.

29%

of cloud spend delivers no value: the first rise in five years, driven by AI workloads nobody’s watching closely enough.

Source: Flexera, 2026

Hours, not seconds. “Who owns this? What depends on it? Can we safely change it?” Instant questions that still mean meetings and manual digging.

Whoever knows, leaves. Ownership and architecture knowledge live in people’s heads. When they go, so does the only working map of your stack.

Compliance, wherever it applies. DORA, NIS2, SOC2, ISO 27001, PCI-DSS or your own standard. The audit always starts with a question your systems can’t answer alone.

Why now

The pieces finally exist to fix this properly.

None of this was possible five years ago. All of it is table stakes now. The only question is whether you build it, or buy it already working.

01

Continuous discovery

Modern APIs expose nearly everything about your systems, in real time. The data was always there, waiting to be connected.

02

Knowledge graphs

Graph technology has matured enough to model, query, version and reason over genuinely complex enterprise relationships.

03

AI agents

Capable enough now to investigate, correlate, summarize, recommend and validate, and to keep learning, across an entire estate.

04

Enterprise copilots

People now expect to ask their technology landscape a question in plain language, and get a grounded answer.

The market gap

Five tool categories. Zero enterprise‑wide picture.

Each one owns a slice.

None of them
  • reason across silos,
  • stay continuously current,
  • and produce DORA-grade evidence.

Enterprise Architecture

Manually maintained, not real-time

CMDB

Hard to keep current, infrastructure-only

Developer Platforms

Engineering-only, no compliance view

Application Intelligence

Runtime-focused, no business context

Cloud Management

One provider at a time, no enterprise-wide view

Introducing Lagoria

Reactive tools wait. Lagoria acts first.

An intelligent enterprise system built on a living, versioned knowledge graph. Unlike a graph you have to query, it doesn’t wait to be asked. It continuously discovers what’s changed across your estate, reasons across every connected system, and tells the right person what to fix, save or improve before they think to look.

From insight to pull request
Lagoria finds an ownerless critical service, shows the evidence, and opens a pull request for the owning team. Nothing merges without human review.
How it works

One continuously updating model of the truth.

From scattered systems to a single, evidenced picture, and from that picture to action.

Nine systems, nine partial answers, no whole picture.
  1. 01

    Connect

    Nine enterprise system families, read-only by default.

  2. 02

    Discover

    Scheduled jobs pull reality continuously, not once.

  3. 03

    Normalize

    Heterogeneous data mapped to one common model.

  4. 04

    Knowledge graph

    Every relationship versioned, traceable, evidenced.

  5. 05

    Co-Pilot

    Role-aware insight, compliance auditing, cited answers.

Scope your pilot

Discovery is read-only by default and runs on a schedule, not on trust. Every write back (a pull request, a ticket, generated documentation) is reviewed and approved by a human first.

Your enterprise’s
Twin Brain.

From kickoff to real, evidenced results in 10 weeks.

Scope your pilot
Why a shared graph

A shared graph beats a dozen separate connections.

A capable AI assistant pointed at your systems one at a time reasons about each of them in isolation: no shared memory, no cross-system view, no governance layer tying it together.

6 separate lookups

3h 40m
AI assistant wired to isolated systems

Who owns billing-service, and what depends on it?

AL
  • ReposFound the code, but not what calls it.
  • CI/CDLast build passed. No owner listed.
  • InfraRuns in 3 clusters. Can’t tell which repo.
  • CloudNo access to cloud resources in this session.
  • DependenciesLists packages, not the services that use them.
  • DocsNames an owner who left the company.
Two systems means two lookups, stitched together by the person asking

1 answer

1.4s
Lagoria

Who owns billing-service, and what depends on it?

AL
LagoriaConfidence: high

Owned by Platform team. 3 services depend on it.

1Repos2CI/CD3Infra4Cloud5Dependencies6Docs
Pull request openedRouted to Platform team · ready for reviewOpen
One deploy event understood across repos, CI/CD, infra, cloud, dependencies and docs at once
See it on your own stack
A use case for every seat

Not just a leadership dashboard. A daily tool for every team.

Six roles. Six different questions asked of the same graph, at the same time, with no synchronization required.

See use cases
  • DORA
  • NIS2
  • SOC2
  • ISO 27001
  • PCI-DSS

Security & Compliance

Every control gap and piece of evidence, current continuously, not just when an audit is scheduled.

For youTechnology risk

ControlsFindingsEvidence

Platform / SRE

See exactly what a change touches before you ship it, and what broke before anyone opens a ticket.

For youNew & changed dependencies

HealthTopologyIncidentsDeploys

Architecture

A living map of the estate that’s never more than one discovery cycle out of date.

For youArchitecture drift detected

ServicesDependenciesDecisions

Delivery / EM

Know what’s blocking a release and who owns the fix, without a status meeting.

For youOwnerless critical service

TicketsFlowOwnership

FinOps

Idle, oversized and orphaned cloud resources, surfaced automatically with the owning team already tagged.

For youCloud optimization opportunity

SpendForecastWaste

Everyone else

One place to ask any question about the stack, and get an answered, evidenced response.

For youModernization opportunities

What it connects to

Nine system families. One governed connection.

Source code repositories
Cloud APIs
Kubernetes, OpenShift, Terraform
ITSM
Issue tracking: Jira and more
Documentation: Confluence, SharePoint
Identity: AD, Keycloak
Monitoring
CI/CD

Discovery is read-only by default and runs on a schedule, not on trust. Every write back (a pull request, a ticket, generated documentation) is reviewed and approved by a human first.

Use cases

One graph, three ways teams put it to work.

The same discovery, knowledge graph and Co-Pilot power every use case below. Only the question changes.

Use case 1

Compliance & risk auditing

DORA posture audited continuously, remediated as code, opened as a reviewable pull request.

See it live →
Use case 2

AI-assisted discovery & analysis

Design files, docs, wiki pages and call transcripts become a validated backlog, sent to Jira.

See it live →
Use case 3

Dynamic documentation & diagrams

Docs and diagrams generated from the graph on demand, published to Confluence and watched for drift.

See it live →
Use case 1 · Compliance & risk auditing

What this looks like when compliance is the sharpest pain.

DORA, for a financial institution: one applied example of the same Compliance & Risk Intelligence capability. Swap the framework and the pattern holds: NIS2, SOC2 Type II, ISO 27001, PCI-DSS or your own internal standard.

Posture

Posture, and its delta

Compliance by framework article and critical business function, movement since the last review, and exactly what’s blocking sign-off.

Concentration

Concentration risk

“23 services across 4 business domains resolve to one Oracle instance.” Architecture risk and compliance risk, in one card.

Third parties

Third-party exposure

ICT third-party exposure and Register of Information completeness (DORA Art. 28–30).

Ownership

Ownerless & undocumented

“9 of 42 critical applications have no identified owner; 14 have no current documentation.”

Every finding is cited. Every fix ships as code, opened as a real pull request to the team that owns it. The framework changes. The mechanism doesn’t.

DORA posture, in one view
Posture by article and its movement since the last review, concentration risk, ownerless applications, and what is blocking sign-off. Then a gap report with evidence, in one click.
Use case 2 · AI-assisted discovery & analysis

From a stakeholder call to a Jira-ready backlog, reviewed every step.

For everyone who shapes a project during discovery and analysis, and just as useful once implementation starts. Always scoped to the feature you name, never an unbounded search.

Synthesis

Synthesized, not copied

Design files, docs, wiki pages and stakeholder-call transcripts become one coherent backlog, not one story per document.

Draft

Draft first

Epics and Stories as titles and one-liners, so you judge the shape of the backlog before any detail is written.

Validate

Validate to go deep

Full descriptions, testable acceptance criteria and Implementation Tasks under every Story, each field confidence-scored.

Send

Your send, your board

Pick the board or take the Co-Pilot’s suggestion. Access and write permission are checked first, and the credential is create-only.

Where sources disagree, the confidence score drops and the conflict is shown, never silently resolved. Every correction becomes versioned knowledge.

From stakeholder input to a Jira-ready backlog
Sources read for one named feature, a draft backlog to judge the shape, a plain-language edit, validation into full tickets, then an explicit send to the board you choose.
Use case 3 · Dynamic documentation & diagrams

Documentation generated from the graph, not written once and left to rot.

On demand, during Discovery or mid-implementation: architecture, infrastructure and network documentation and diagrams, published to Confluence.

Generate

Generated on demand

Ask for an application, infrastructure or network diagram, or a narrative write-up, for anything the graph knows.

Ground

Grounded in the graph

Every paragraph and every diagram node traces to a graph fact and carries a confidence score. Gaps are stated, never invented.

Review

Reviewed before it ships

Inline or conversational edits, then an explicit Validate. Nothing reaches Confluence before that step.

Watch

Published, then watched

Sent to the space and page you choose, write permission checked first, then flagged the moment the graph it came from changes.

The write credential creates and updates pages only: no deletes, no moves, no permission changes. Every publish is logged, with who validated it and who sent it.

Documentation that keeps up with the graph
An infrastructure diagram drawn from the graph, with missing sources flagged rather than guessed; the same graph turned into a draft page, published to the space you choose, then flagged as soon as the graph moves on.
Data residency & security

Your data never leaves your account.

Lagoria is deployed inside your own cloud account, in the region you choose, and nothing leaves it. The same architecture that keeps you DORA- or SOC2-ready keeps your data exactly where you put it.

  1. Stays in your account

    Every AI model call runs inside your own account and chosen region. Your enterprise data is never sent to any AI provider, or to anyone outside your environment.

  2. Inherits your security posture

    Subject to the certifications and compliance boundary your account already carries. Nothing new to audit, nothing new to trust.

  3. Every write, human-gated

    Discovery is read-only by default. Where Lagoria writes back (a pull request, a ticket, generated documentation), a human reviews and approves it first, every time.

  4. Governed and logged

    Role-based access and full audit logging on every fact, every query, every action, enforced server-side, not by policy alone.

Audit logYour systemsAI modelLagoriaHuman review AI providersData egress0 B YOUR CLOUD ACCOUNT · YOUR REGION 1Stays in your account2Inherits your security posture3Every write, human-gated4Governed and logged
The Enterprise Co-Pilot

An architect who never sleeps, and always shows its work.

  • Natural-language questions about your architecture, answered from your graph, not the open internet.
  • Every answer is cited, confidence-scored and role-aware.
  • Refuses rather than guesses when the evidence isn’t there.
  • Every human correction becomes permanent, versioned organizational knowledge.
Lagoria Co-Pilot ● live
Which services are exposed to our top 3 concentration risks?
3 business domains resolve 23 services to a single Oracle instance. Payments and Settlements carry the highest blast radius.
3 citationsConfidence: high
Ask Lagoria…
Next step

Find out what’s really running in your enterprise.

A 10-week pilot, read-only by default and inside your own account, that ends in real, evidenced results.

Scope your pilotSee the pilot plan
The pilot

From kickoff to real, evidenced results in 10 weeks.

Discovery read-only by default. Every write path (a pull request, a Jira ticket, generated documentation) gated at every step. Nothing lands in your systems without your own team’s review.

Pilot plan · 10 weeks
Weeks −4 to −1

Pre-flight

Agreement, sign-off, prerequisites, access provisioned.

Pre-flight checklistBefore kickoff
  • Agreement
  • Sign-off
  • Prerequisites
  • Access provisioned
Access provisionedLagoria · just now
Weeks 1–5

Deploy & connect

SSO, RBAC, audit logging, connectivity waves live.

Deploy & connectLive
  • SSO
  • RBAC
  • Audit logging
Connectivity waves

Wave 1

Wave 2

Wave 3

Connectivity waves liveLagoria · just now
Weeks 6–7

Tune & enrich

Entity resolution tuned past 85% accuracy, human enrichment.

Entity resolutionTuning
85%+accuracy
Human enrichment
Accuracy 85%+Lagoria · just now
Weeks 8–9

Audit & remediation

A gap report against the framework or savings target that matters to you, with remediation PRs opened.

Gap reportYour framework
  • GapPR opened
  • GapPR opened
  • GapPR opened
Remediation PR openedLagoria · just now
Week 10

Value review

Measured against baseline, reference case captured.

Scope your pilot
Value reviewWeek 10

Baseline

Pilot

Reference case capturedLagoria · just now
  • Read-only by default
  • Nothing lands without human review
  • Pilot pricing, in exchange for a reference use case
The offer

A pilot built to prove it, not just pitch it.

From kickoff to real, evidenced results.
  • A real audit against the framework or savings target that matters to you, with real remediation PRs. Not a demo.
  • Pilot pricing, in exchange for a reference use case.

Let’s scope your pilot.

Tell us a bit about your estate.

Main priority
  • Read-only by default
  • Nothing lands without human review
We’ll come back within two business days.Your details are used only to respond to this request.