Workflow 01
Human reviewedDocument intake and triage
Sort incoming material against agreed rules, then send exceptions and routing decisions to a person for approval.
Custom AI workflows · professional firms
AI agents that work inside your firm.
Opustro designs, builds, and integrates custom AI workflows for accounting, finance, and legal teams.
Built around your process, connected to your tools, and kept under human review.
Book an AI Workflow Audit
See What We Can Automate.We reply within one business day.
- Your current tools
- Explicit approval gates
- Outcomes your firm can measure
Illustrative workflow
Supervised work ledger
Engagement file
12 linked sources · access scoped
- 01Document receivedSource loggedComplete
- 02Agent prepares work3 exceptions surfacedPrepared
- 03Human review requiredOwner: responsible professionalIn review
- 04Approved write-backHeld until approvalLocked
Workflows worth examining
Prepare the work. Keep judgment human.
Agents can handle defined preparation steps while exceptions, decisions, and release stay with the people accountable for the work.
Workflow 02
Human reviewedExtraction and validation
Prepare structured fields from documents, flag uncertainty, and hold every proposed value for human review.
Workflow 03
Human reviewedDraft preparation
Assemble a first draft from approved sources so a qualified team member can check, revise, and release it.
Workflow 04
Human reviewedDeadline and status monitoring
Watch agreed dates and states, surface exceptions, and let the responsible person decide the next action.
Workflow 05
Human reviewedInternal knowledge retrieval
Find relevant internal material with source context while a team member verifies its use in the matter at hand.
Workflow 06
Human reviewedApproved write-back
Prepare an update for an existing system and write it back only after the designated human approval gate.
The engagement
From first workflow to maintained system.
Four connected offers take one useful process from diagnosis through deployment and deliberate improvement.
01
AI Workflow Audit
Workflow map · control points · starting scope
A mapped workflow, its data boundaries, human approval points, and a practical starting scope.
02
Custom AI Agent Development
Tested agent · exception handling · review path
An agent shaped around the approved process, built to prepare work for professional review.
03
Integration and Deployment
Agreed access · deployment controls · rollback path
A controlled path between the workflow and the current document, email, accounting, practice, or reporting environment.
04
Ongoing Optimization
Monitoring · exception review · measured updates
A recurring review of monitored behavior, agreed process measures, exceptions, and human controls.
Why custom
The workflow is the product.
The useful difference is not another place to chat. It is a supervised system designed around how work moves through the firm.
| Decision | Generic AI tool | Opustro workflow |
|---|---|---|
| Workflow understanding | A generic tool asks the team to adapt to it. | The workflow is mapped before an agent is designed. |
| Current-tool integration | Work happens in a separate interface. | The approved flow is planned around the firm’s current systems. |
| Human oversight | Output can look finished before it is checked. | Review and approval are explicit workflow stages. |
| Measurable outcomes | Success is reduced to prompts or usage. | The audit defines process measures the firm can evaluate. |
Designed for professional review
Different work. The same need for control.
Each discipline has its own inputs, risks, and judgment points. The workflow must respect those differences.
Close · intake · workpapers
Accounting
Prepare intake, extraction, workpaper drafts, and status updates while accountants retain every review and judgment call.
See workflow examplesReporting · variance · exceptions
Finance
Organize reporting inputs, draft recurring commentary, and surface exceptions for the responsible finance team to assess.
See workflow examplesMatters · knowledge · first drafts
Legal
Support matter intake, internal knowledge retrieval, and draft preparation without replacing a lawyer’s review or advice.
See workflow examplesHow an engagement moves
Control is designed in, not added later.
The sequence establishes boundaries and review ownership before an agent reaches a live workflow.
Stage 01
Audit
Map the current process, data boundaries, decision owners, approval gates, and a useful measure of the workflow.
Stage 02
Design and build
Design the agent around real inputs and exceptions, then test prepared work with the people responsible for human review.
Stage 03
Integrate and deploy
Connect only the agreed system boundaries, preserve the approval gate, and define escalation before release.
Stage 04
Optimize
Monitor the agreed workflow, review exceptions with the team, and improve it without weakening professional oversight.
Before the first conversation
Questions firms ask first.
The useful answers depend on the workflow. These are the boundaries we establish before any build begins.
Is our accounting, finance, or legal firm a good fit?
A strong starting point is a repetitive, document-heavy workflow with a clear owner and a professional who can review the prepared work.
What happens during an AI Workflow Audit?
We map the current process, inputs, exceptions, system boundaries, review points, and the outcome your team wants to evaluate before proposing a build.
How do you protect client data and keep people in control?
The audit defines data access and handling boundaries for the specific workflow. Human review, approval, and escalation points are designed before deployment.
Can an agent work with the systems our firm already uses?
Integration depends on the system, available access, and the approved data boundary. We assess the current environment before committing to an integration path.
What does an engagement cost, and how long does it take?
Scope depends on the workflow, systems, and review requirements. The audit creates the basis for a defined proposal before development begins.
Start with one workflow
Find the right place for an agent to help.
Bring the process that consumes time, moves documents, or creates avoidable handoffs. We will start by examining the work and its human review points.
Book an AI Workflow Audit
We reply within one business day.