AI Action Engine

Cloud savings, delivered.

Lucidity's AI agents find the savings other tools miss, check which changes are safe for your workloads, make them with your approval, and verify they worked. Savings that reach your bill, not your backlog.

You approve. Agents act. Every change on record.

LucidityFind

Scanning every resource across 3 accounts

Verified savings$18,240/mo

Click any resource to fast-forward it

Trusted in production by enterprise cloud teams

  • Sun Chemical
  • Commvault
  • Iron Mountain
  • Smith and Nephew
  • Kemper
  • Brit Insurance
  • Dometic
  • World Market
  • Brooks Automation
  • Shift Technology
  • Unily
  • Finvu

Proven on enterprise infrastructure at scale

40%
cloud cost reduction
$500M+
savings identified
100+
enterprises
1.5M+
actions taken
The problem

FinOps tools find savings. Delivery waits on engineers.

FinOps tools surface the savings and stop there. Your engineers must check each one, make the change, and own the fallout. Most recommendations are too noisy, too much effort, or not worth the risk, so they sit in the backlog.

Your cloud bill, x-rayedMove the lens over the billDrag the lens over the bill
Invoice INV-0926-4471Period Sep 1 to 30Accounts 3 linked
  1. Compute412 VM instances$184,210.44
  2. Block storage1,284 TiB provisioned$96,412.08
  3. Block storage2,140 Premium SSD$71,960.30
  4. Block storage3,812 standard volumes$38,205.17
  5. Object storage48 replicated accounts$52,118.92
Total due$442,906.91

Under the surface of each line:

  • Compute: oversized VMs (CPU p95 14%, memory 22%), fixed by Compute Rightsizing, coming soon.
  • Block storage: over-provisioned volumes (avg 21% used), fixed by Disk AutoScaler.
  • Block storage: disks on the wrong tier (Premium SSD, IOPS p95 410), fixed by Disk Tiering.
  • Block storage: idle and orphaned disks (zero I/O for 45 days), fixed by Idle Disk Cleanup.
  • Object storage: unused geo-redundancy and idle accounts (no reads in 90 days), fixed by Object Drift.

Found vs delivered% of cloud spend

Why recommendations die

  1. 01

    Not enough context

    A recommendation without the workload behind it is a guess nobody wants to act on.

  2. 02

    No evidence

    Engineers need proof that a change is safe before they make it.

  3. 03

    Real engineering work

    Every fix means tickets, change windows and someone's afternoon.

  4. 04

    Production risk

    A wrong call means an outage, so the rational choice is to do nothing.

Lucidity closes the gap.

AI agents find deeper savings, check which are safe for your workloads, and make the changes with your approval. Your engineers stop being the bottleneck.

How Lucidity works

Three steps to unlock real cloud savings.

Lucidity's AI agents handle every step between a savings opportunity and your bill, inside the guardrails you set.

  1. AI agents read how your cloud is really used, not just what it bills, and find the savings generic FinOps tools miss.

    20% of cloud spend found by generic FinOps tools40% found by Lucidity

    Most FinOps tools stop here.

  2. AI agents add workload context to each opportunity and decide which ones are real and safe to act on, so you only see changes you can trust.

  3. AI agents make the change once you approve, or on their own for the actions you choose. Every change is monitored, verified, logged and reversible.

Most FinOps tools stop here.

FindingMissed by generic tools

prod-sql-02 data disk

Premium SSD, 2 TiB provisioned

Used184 GiB, 9%
Peak in 30 days212 GiB
Evidence, 30 days3 signals

IOPS p95 410 of 7,500

Throughput p95 38 of 250 MB/s

IOPSp95Provisioned
Planned changeSafe to act

Premium SSD 2 TiBStandard SSD 512 GiB

Savings$220.65/mo
PerformanceHolds at p99
Confidence
ExecutingChange window

Approved by platform team

Window Sat 02:00 to 04:00 UTC

StatusQueuedShrinking liveMoving tierDone, no downtime
On your billDelivered

$259.05 $38.40 a month

Latency p95 steady after the change

Disk costLatency p95
Savings modules

One engine, a growing set of savings modules.

Each module puts the AI Action Engine to work on one kind of cloud waste: it finds deeper savings, checks which are safe and acts on them. Storage modules are live today, compute is next, and more are on the way.

  • Disk AutoScaler

    Block storage

    The only platform that shrinks a live disk without downtime.

    Uses ML to predict each workload's capacity and performance needs, then expands a disk before it fills and shrinks it when it is over-provisioned, with no code changes.

    30% to 76% average disk utilization

    Explore Disk AutoScaler
  • Disk Tiering

    Block storage

    Put every disk on the tier the application actually needs.

    Scores every volume against 30, 60 and 90 days of real IOPS, throughput and latency, lets you simulate cost and performance side by side, then re-tiers hundreds of disks in bulk without downtime.

    44% to 97% tiering efficiency

    Explore Disk Tiering
  • Disk Cleanup

    Block storage

    Find the idle disks your console won't show.

    Goes beyond unattached volumes to reserved, unmounted and zero-I/O disks, with the cost and dormancy of each, then cleans up safely in one click.

    Up to 65% of idle disks hide from native tools

    Explore Disk Cleanup
  • Object Mapping

    Object storage

    Map every storage account by what it really costs.

    Turns every connected Azure storage account into a heatmap sized by terabytes and coloured by spend, access tier, savings or your own tags, with AI analytics that show where the savings are and why.

    Four views of your fleet

    Explore Object Mapping
  • Object Tiering

    Object storage

    Bring object storage out of the black box.

    Reads real access patterns across accounts, containers and prefixes, moves blob data to the right access tier and flags lifecycle, redundancy and config waste, without disrupting access.

    Account, container and prefix-level analytics

    Explore Object Tiering
  • Object Drift

    Object storage

    Stop paying for blob storage no one is using.

    Finds geo-redundancy on accounts with zero transactions, premium accounts that never needed premium and accounts with no activity at all, with risk-scored, one-click fixes applied in Azure.

    40+ governance checks

    Explore Object Drift
  • Compute Rightsizing (coming soon)

    Compute

    VMs sized to the work they actually do.

    The same engine applied to compute, with CPU and memory evidence and safe resizes in your change window.

    More modules launching soon
Governance across your estate

Set policy once. Every action follows it.

Define guardrails for your organization, an environment, an account or a tag. They carry down the estate on their own, and every action Lucidity proposes is checked against them, explained and logged before anything changes.

Estate
Policies in forceOrganization
  • Snapshot before every changeset here
  • Skip anything tagged lucidity:skipset here
  • Redundancy changes need sign-offset here
LucidityAction queueall clouds
  • Shrink data diskprod-api-07 EBS gp3, 1 TiB to 384 GiBChange freeze until quarter closepayments-prod
    $212/mo
    Held
  • Re-tier diskprod-sql-02 log Premium SSD to Standard SSDOwner approves, runs Sat 02:00 UTCProduction
    $148/mo
    Owner approval
  • Delete idle diskdisk-batch-114 unattached 41 daysTagged lucidity:skipOrganization
    $96/mo
    Skipped
  • Shrink data diskdev-api-03 pd-balanced, 500 GiB to 160 GiBBatch approved, runs any timeNon-production
    $88/mo
    Ready
  • Disable geo-redundancystprodarchive01 GRS to LRS, no reads in 90 daysRedundancy changes need sign-offOrganization
    $64/mo
    Needs sign-off
1 of 5 ready to run, every one checked against policy$88/mo cleared to run
Recognition

Recognized by the industry.

  • The SaaS Awards

    2025 Best SaaS Solution for IT and DevOps and Most Innovative SaaS Solution

    Learn more
  • CRN Stellar Startups 2025

    2025 Stellar Startup

    Learn more
  • Gartner

    Featured in Gartner’s Top Practices for Optimizing Public Cloud Storage Costs

    Learn more
  • Gartner Cool Vendor 2025

    2025 Cool Vendor™ in Data Protection and Storage

    Learn more
  • Forrester

    Featured in Forrester’s Cloud Cost Optimization and Management Landscape, Q3 2025 report

    Learn more
Customers

Trusted by industry leaders.

Security and guardrails

Built to be trusted with production.

  • SOC 2 Type II certified
  • Read-only to start
  • Least-privilege access
  • Every action logged and reversible
  • Never reads your application data
  • Runs across AWS, Azure and Google Cloud
LucidityAudit log
  1. 02:00:04, policy check by Lucidity: re-tier prod-sql-02 log disk, Premium SSD to Standard SSD. Within policy.
  2. 02:00:19, executed by Lucidity: approved by platform-team, applied live, snapshot kept for rollback. Done.
  3. 02:31:52, verified by Lucidity: latency and IOPS steady after 30 minutes, no rollback needed. Verified.
FAQ

Frequently asked questions

  • It is the engine behind every Lucidity module. AI agents find savings other tools miss, add the context to know which changes are safe for your workloads, make the change with your approval and verify the savings on your bill.

  • Dashboards and native advisors read the bill and stop at the recommendation. Generic FinOps tools surface savings worth about 20% of cloud spend, and only about 5% reaches the bill. Lucidity finds deeper savings, tells you which are safe to act on, then makes the change and verifies it.

  • Block and object storage today, through Disk AutoScaler, Disk Tiering, Disk Cleanup, Object Mapping, Object Tiering and Object Drift. Compute Rightsizing is next, and more savings modules are on the way, all on the same AI Action Engine.

  • AWS, Microsoft Azure and Google Cloud.

  • Every action runs inside the guardrails you set: approvals, change windows and policies per account, environment or team. Each change is monitored after it lands, logged, and reversible, and live disk changes run with zero downtime.

  • Yes. You choose whether Lucidity only recommends, waits for a one-click approval, or acts on its own for the actions you pick, and you can change that at any time.

  • No. Lucidity never reads, copies or moves your application data. It works from infrastructure metadata through your cloud provider's APIs.

  • Yes. Lucidity is SOC 2 Type II certified.

  • Start with the free assessment. You connect read-only access in about 15 minutes, and Lucidity shows you the savings it finds and which ones are safe to act on. Nothing changes until you approve it.

Your savings are found. Let's deliver them.

Book a demo and see what Lucidity's AI agents would deliver in your environment.

LucidityFree assessment
  1. Finds the waste
  2. Adds the context
  3. Shows what is safe to execute

Nothing changes until you approve it.