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A picture of scattered pieces of work (an invoice, an approval request, a spreadsheet, a CRM reminder, a lead and a support ticket) being read by the system and resolved into an ordered run, where one payment run waits for a person and is approved.

Hand the work to AI. Keep the decisions.

Dephrast builds and runs AI agents, automations and whole AI operating systems on the tools your business already uses, with rules, approval gates and a complete record of what happened.

A free 30-minute assessment. You leave knowing what to automate first.

Built to run real operations

  • Human approvalConsequential actions wait for a person, with the evidence beside them.
  • Least privilegeEach agent gets only the tools and the budget its job needs.
  • Complete audit trailEvery run, step, decision and cost is on the record.
  • Your existing stackBuilt on the tools you already pay for. No migration.
  • Runs where you chooseManaged by us, in your own cloud account, or on your infrastructure.
  • Managed operationWe monitor every run, maintain it and improve it, month after month.

Your people shouldn't be the integration layer.

Most operational work isn't hard. It is the same information, carried by hand between tools that don't talk to each other, by people who should be doing something only they can.

One invoice, by handIllustrative workflow
Inbox01 openPDF02 readSpreadsheet03 checkAccounting04 copyEmail05 chaseEmail06 waitCRM07 updateSpreadsheet08 rebuild
  1. 01An invoice arrivesInbox
  2. 02Someone opens itPDF
  3. 03Someone checks the numbersSpreadsheet
  4. 04Someone types it inAccounting
  5. 05Someone asks for approvalEmail
  6. 06Someone waitsEmail
  7. 07Someone updates the CRMCRM
  8. 08Someone builds the reportSpreadsheet
8 handoffs6 tools1 person carrying all of it

None of it is hard. All of it is work a system should be doing, while an experienced person does something only they can.

Turn repetitive work into systems that run.

The work doesn't disappear. It moves: from people carrying it between tools to a system built to carry it, with a person exactly where a decision needs one.

AgentRulesConnectApprove
Before

Manual

People carry the work between tools, one copy and one reminder at a time.

  • Re-keying
  • Chasing approvals
  • Checking by hand
  • Rebuilding reports
Dephrast

Agents, rules, integrations and approvals

Agents read and judge. Rules compute. Your tools are connected. A person approves what matters.

  • Agents
  • Rules in code
  • Your tools, connected
  • Approval gates
After

Automated execution

The work runs on its own, stops for a person where it should, and leaves a record of everything.

  • Runs on its own
  • Stops where it should
  • Recorded
  • Monitored

One invoice, end to end.

Follow a supplier invoice from the inbox to the ledger. Agents do the reading, code does the arithmetic, and a person makes the one call that needs a person.

Models judge.Code computes.You decide.

Every Dephrast system is built in layers, and each layer does only what it is good at. That is why the results can be checked, and why they can be trusted.

  1. 01ModelInterpretsReads what is ambiguous, such as documents, emails and requests, and judges, classifies and drafts.ExampleReads “Total due: 12 480,00 EUR”
  2. 02CodeComputesDoes every sum, date and conversion the same way every time. Same input, same answer.Example10,400.00 × 20% = 2,080.00
  3. 03RulesEnforcesApplies your policies: limits, checks, and who may do what.ExampleOver €10,000 needs approval
  4. 04HumanDecidesApproves what has consequences, such as payments, sends and filings, with the evidence beside it.ExampleApproved by you at 09:14
  5. 05SystemExecutes and recordsCarries out the decision through your tools, and writes all of it to the record.ExamplePosted, paid and recorded

Autonomy is earned.

No system starts unsupervised. Each agent begins where you can check everything, and takes on more only as its own record shows it can, one task at a time. And you can always take it back.

Autonomy level

Level 0: ObserveThe agent reads and reports. Nothing else happens.

ExampleA supplier invoice arrives by email
  1. 01Read itAgent
  2. 02Decide the treatmentNot done
  3. 03Prepare the entry and paymentNot done
  4. 04Post and payNot done
What reaches youEvery item, as a report

Anything that leaves your business starts at Draft or Approve. Autonomous is earned on your own records, one task at a time, and never switched on at launch.

AI departments for every part of the business.

Pick a department and watch its agents handle one real piece of work, from the moment it arrives to the moment it is done. You step in only where it matters.

Close the books without the late nights.

Invoices read, checked and posted. VAT decided by rules in code, never by a guess. The month closed with every blocker named, and a person approving anything that leaves the business.

  • Document extraction agent
  • Tax and posting rules
  • Month-end close
  • Collections agent
Where you decideFlagged invoices, payment runs, and anything filed with the tax authority.
Explore finance
A supplier invoice, from inbox to ledgerExample
accounts@northwind-supply.exampleInvoice INV-118408:42
INV-1184.pdf
Picked up by the platform
Platform

A supplier emails an invoice. The platform picks it up.

All solutions

The operating layer for AI work.

Everything we build runs on the same Dephrast runtime, wherever it is deployed: the same approvals and the same record, from one automation to a whole department. You follow all of it in the Dephrast app.

  • AgentsTyped, with only the tools they are given.
  • OrchestrationDurable workflows that survive failure.
  • RulesCode for anything with a right answer.
  • ApprovalsOne inbox of decisions, with evidence.
  • BudgetsChecked every time an agent runs.
  • ObservabilityEach run, step by step, with its cost.

One piece of work, through the architecture

Explore the platform
CRMYour tool01AI agentJudges02RulesCompute and check03ERPYour tool04Human approvalYou decide05ExecutionThrough a port06AuditOn the record07
  1. 01CRM
  2. 02AI agent
  3. 03Rules
  4. 04ERP
  5. 05Human approvalYou decide
  6. 06Execution
  7. 07Audit

Your stack stays. Dephrast connects the work.

Your CRM, accounting system, inboxes, calendars and databases stay where they are. We connect agents to them through their own APIs, so there is nothing to migrate and no new seats to buy.

  • Slack
  • Google Workspace
  • Notion
  • Asana
  • Jira
  • Salesforce
  • HubSpot
  • Zoho
  • Zendesk
  • Intercom
  • Airtable
  • Dropbox
  • Stripe
  • Xero
  • QuickBooks
  • SAP
  • Shopify
  • Snowflake
  • Twilio
  • Zapier

And anything else with an API, a database or an inbox.

Names and logos belong to their owners. They show the kinds of tools we connect to, not partnerships.

Secure, controlled and auditable.

An AI system you cannot inspect is a liability. Every Dephrast build is designed so you can see, limit and stop what it does, and run it where your rules say it should run.

  • Isolated per clientEach client is its own tenant, and the app you sign into can only ever read your own records.
  • Encrypted credentialsConnection keys are encrypted at rest and never written into logs or traces.
  • A complete audit trailEvery run, every step and every model call is recorded, with its time and its cost.
  • Not training dataDephrast does not train models on your data.
Visit the trust centre

Run it where you want it.

The same runtime, the same approvals and the same record, wherever it runs. What each option needs from your environment is agreed in writing before we build.

Where it runs
Dephrast cloudYour businessAgentsRun and monitored by DephrastCRMAccountingEmail and filesDephrastEncrypted connections

Built for work that matters.

Judge a system by the work it carries. These are illustrative workflows, the kind of process we take on, drawn the way the platform runs them.

FinanceIllustrative workflow

Supplier invoices, inbox to ledger

By hand
  • Opened
  • Typed in
  • Checked
  • Chased
  • Posted
On Dephrast
  • Read
  • Check
  • Approve
  • Post
You decide
Payment runs and anything flagged
On the record
Every reading, check, approval and posting
SalesIllustrative workflow

Inbound leads, researched and answered

By hand
  • Copied
  • Researched
  • Written
  • Logged
  • Followed up
On Dephrast
  • Research
  • Draft
  • Approve
  • Send
You decide
Every first message
On the record
Sources, scores, drafts and sends
SupportIllustrative workflow

A support inbox, triaged and routed

By hand
  • Read
  • Tagged
  • Searched
  • Answered
  • Escalated
On Dephrast
  • Classify
  • Draft
  • Review
  • Reply
You decide
Sensitive cases and new kinds of question
On the record
Every message, answer and escalation

Built on ourselves.

Dephrast is its own first tenant. The first departments built on the platform were our own finance and sales, held to the same rules, the same gates and the same record we build for clients.

From one process to a system that runs.

We start narrow on purpose: a narrow thing that works beats a broad thing that nearly does. Then we extend it, one proven step at a time.

  1. 01Discover

    Map the process as it really runs.

    A written map of the process, and what we would automate first

  2. 02Design

    Write it down before we build it.

    A written scope and a fixed price

  3. 03Build

    Build it on the tools you already use.

    Agents and workflows connected to your systems

  4. 04Validate

    Test it on real examples.

    A tested system, and a record of every case it was checked on

  5. 05Deploy

    Go live under supervision.

    A live system, with approvals where they matter

  6. 06Operate

    Monitor it, maintain it, improve it.

    A system that keeps running, and keeps getting better

How we work

From manual work to an AI operating system.

Most businesses get there in stages. Each stage takes more routine off your team and puts more of the business on the record. You can start at any of them.

AI Operations keeps whatever you build monitored and improving, from €250 a month.

See pricing and estimate your numbers
Illustrative chart: as a business moves from manual operations to an AI operating system, the routine work the system handles rises and the hours the team spends on it fall.
Routine work the system handlesHours your team spends on it
AI operating system

Every department under one orchestrator: one briefing, one inbox of decisions and one record of everything that ran.

Enterprise Transformation, priced per scope

Illustrative. Your own curve comes out of the assessment.

Find the first thing worth automating.

Bring us one process your team loses time on. We'll map it, show you what can be automated and what a Dephrast system would look like, whether or not you build it with us.

Free, 30 minutes, and a reply from a person within one working day.