Digital solutions studio

Systems that run themselves — and keep getting better.

Ambysto maps your operations, layers in AI and automates the busywork, so your team ships outcomes instead of chasing spreadsheets.

Start a project See how it flows
  • Ops
  • AI
  • Automation
Isometric illustration of operations, AI and automation hubs connected by flowing light
+ WorkflowInvoice → approve → pay
AI agentTriaged 128 tickets
Uptime

We plug into the tools you already use

Google WorkspaceMicrosoft 365SlackNotionHubSpotSalesforceShopifyStripeAirtablen8nMakeZapierOpenAIClaudePostgreSQLTelegram

What we do

Three practices, one operating system for your business.

Isometric operations control desk with process maps and gears
01 · Ops

Operations design

We untangle how work actually moves: who owns what, where it stalls, and which numbers matter.

  • Process mapping & SOPs
  • Dashboards & KPIs
  • Tool consolidation
Crystalline neural network turning documents into insight cards
02 · AI

Applied AI

Practical AI where it pays off: assistants trained on your knowledge, document understanding, smart routing.

  • AI agents & copilots
  • RAG on your docs
  • Content & support AI
Isometric conveyor pipeline with robotic arms moving task cubes
03 · Automation

Workflow automation

Hand-offs, data entry and reports run on their own, with humans in the loop only where judgment counts.

  • End-to-end workflows
  • Integrations & APIs
  • Monitoring & alerts

The Ambysto Flow

Ops gives it shape. AI gives it judgment. Automation gives it speed.

Each layer feeds the next, and results loop back to sharpen the system. That loop is what keeps it improving after launch.

feedback loop

Ops — map & measure

We interview the people doing the work, trace every hand-off and put numbers on cycle time, error rate and cost. You get a clear map of what to fix first.

Example: order-to-cash takes 9 days; 3 of them are waiting on manual approval emails.

AI — understand & decide

Where a person reads, sorts or drafts, AI can take the first pass: extracting data from documents, classifying requests, drafting replies grounded in your knowledge base.

Example: an AI reviewer reads each PO, checks it against policy and flags only the exceptions.

Automation — execute at scale

The decision triggers the action: records update, messages send, reports assemble. Every run is logged, retried on failure and visible on one dashboard.

Example: approved POs sync to accounting and notify the buyer in seconds, not days.

Outcome — learn & improve

Metrics flow back into Ops. We review them with you monthly, retrain what drifts and automate the next bottleneck. The system gets better the longer it runs.

Example: exception rate drops month over month as the AI learns from your team's overrides.

How we work

From first call to a system that runs on its own.

  1. Magnifying lens over a process map highlighting bottlenecks
    01

    Discover

    A focused audit of your workflows, tools and data. We find the bottlenecks worth fixing and estimate the return of each.

    ~2 weeks · Opportunity map
  2. Holographic blueprint of a workflow architecture
    02

    Design

    We design the target flow: which steps stay human, which get AI, which get automated, and how it all connects to your stack.

    ~1 week · Blueprint & roadmap
  3. Robotic arms assembling modular pipeline blocks
    03

    Build

    We ship in small increments, starting with the highest-impact workflow, so you see real results within weeks, not quarters.

    2–6 weeks · Live workflows
  4. Monitoring hub with a rising chart and a continuous loop
    04

    Operate & improve

    We monitor, maintain and keep improving. Your team gets training and documentation, and you own everything we build.

    Ongoing · Monthly reviews

Why "Ambysto"

Named after a creature that regrows what it loses.

Ambystoma is the salamander family that includes the axolotl, famous for regenerating limbs, hearts and even parts of its brain. We build systems with the same instinct: observable, self-healing and designed to adapt as your business changes.

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You own the code, the data and the accounts. No lock-in.

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Target time to your first workflow in production.

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Monitoring with alerts, retries and a human on call.

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Team that handles Ops, AI and Automation end to end.

FAQ

Questions we hear a lot.

Do we need to replace our current tools?

Rarely. We start from what you already pay for and connect it. We only recommend a new tool when it clearly removes cost or complexity.

Is our data safe with AI?

We use providers with no-training data agreements, keep sensitive data in your own accounts where possible, and log every AI action so it can be audited.

How do engagements start?

With a short discovery call, then a fixed-scope Discover sprint. You get a prioritized opportunity map whether or not you continue with us.

What size of company do you work with?

Teams of roughly 5 to 200 people who have outgrown spreadsheets and copy-paste, but don't want to hire a full internal platform team.

What happens after launch?

You can take it in-house with our documentation and training, or keep us on a monthly plan for monitoring, fixes and new automations.

Tell us the workflow that eats your week.

We'll reply within one business day with a first take on how Ops, AI and Automation could fix it.