AI workflow design & implementation

Become AI native.One workflow at a time.

Flaneshift finds recurring work that drains time, creates errors, or slows your business down. We redesign the workflow and build AI into the steps where it can help.

Implementation handled. Results measured.

Book a 25-minute Fit Call

Bring one workflow worth improving.

Illustrative workflow
Incoming workCustomer request arrives
01
InformationGather customer context
02
AI preparationPrepare a response
03
Human reviewReview and route exceptions
04
CompletionDeliver the response
05
01 / The thinking

Improve the
whole workflow.

An AI agent can speed up a task while delays, missing information, or repeated reviews remain elsewhere.

We review the work from beginning to end, redesign what needs to change, and add AI where it can help.

Sometimes an existing tool is enough. The work determines the solution.

Customer support / Illustrative example

One request. Two ways to handle it.

The same incoming request

“My order arrived damaged. What happens next?”

Before

Work gathered and passed on manually.

14 actions
  1. 01Open the request
  2. 02Create a support ticket
  3. 03Find the customer record
  4. 04Find the order details
  5. 05Read earlier messages
  6. 06Gather policy references
  7. 07Summarize the issue
  8. 08Check the relevant policy
  9. 09Decide the next action
  10. 10Write the response
  11. 11Choose a reviewer
  12. 12Send the draft for review
  13. 13Review and approve
  14. 14Send the response and log it

Reimagined

Code, AI, and people with defined roles.

6 stages
  1. 01Code
    Collect the request and context

    Create the ticket and gather customer, order, and policy records.

  2. 02AI
    Summarize the issue

    Prepare a case summary from the message and history.

  3. 03Human
    Choose the resolution

    Apply policy and decide how to handle exceptions.

  4. 04AI
    Draft the response

    Use the case summary and the chosen resolution.

  5. 05Human
    Review and approve

    Check accuracy and authorize the response.

  6. 06Code
    Send and record

    Send the approved message and update the ticket.

Same outcome. Reviewed response sent, ticket updated.

Six stages group the work. Actual steps and results depend on the implementation.
02 / What we build

Start with the opportunity
that matters most.

Prioritized by expected value, available data, and implementation effort.

01

Customer support

Bring together customer context, prepare responses, and route exceptions.

02

Back office

Extract document information, check completeness, and prepare records for approval.

03

Sales

Gather account context, prepare proposal drafts, and support follow-up.

04

Operations

Combine information, flag exceptions, and prepare recurring reports.

Illustrative workflow
Incoming workCustomer request arrives
01
InformationGather customer context
02
AI preparationPrepare a response
03
Human reviewReview and route exceptions
04
CompletionDeliver the response
05
Customer support
03 / Our approach

From opportunity
to everyday use.

Your team provides context, access, and approvals.

  1. 01

    Find the opportunity.

    Understand the work and compare potential improvements by expected return, feasibility, and effort.

    A selected opportunity and a measurable starting point.
  2. 02

    Reimagine the workflow.

    Define the steps, information, integrations, exceptions, and human decisions.

    An agreed design, scope, schedule, and completion criteria.
  3. 03

    Build and hand over.

    We implement, test, document, and hand over the workflow.

    A working implementation with clear operating guidance.
  4. 04

    Measure and refine.

    Compare the updated workflow with its starting point and identify what needs adjustment.

    Evidence to guide refinements and the next investment.

04 / Built to stay flexible

Keep your choice
of AI models open.

Where practical, we separate the AI model from the workflow so providers can be changed without rebuilding everything. Each replacement is tested against the workflow’s requirements before live use.

Your information
Replaceable AI layerModel A
Your workflow
Illustrative architecture. Model changes require testing.
05 / Your first AI Workflow Build

Transform how your
business works with AI.

Bring one workflow. We’ll discuss the outcome you want and whether an AI Workflow Build is a suitable next step.

Book a 25-minute Fit Call
DesignBuildMeasureRefine