AI implementations · Process automation · Training

In your company we automate

We look at the process or area of work you point us to and cost out what it takes to run today. On larger projects we split the rollout into stages and map the dependencies between processes. Before we start, you know how we will measure the result and what it will cost to keep running.

After a 30-minute call you get an email with a suggested starting point and the scope of the audit. You get it even if we do not end up working together.

Team working on a process
  • 01

    AI implementations

    Assistants that answer from your company documentation, and agents that carry out agreed actions in your systems.

  • 02

    Process automation

    Integrations with CRM and ERP, automatic data flow and monitoring of each step of the process.

  • 03

    AI training

    Programmes for specific teams and ready-made courses for self-paced study. Topics cover using AI at work, data protection and company rules for using the tools.

01Situations

Repeatable business processes

We usually start where the team moves data every day, checks statuses or answers the same questions. We measure the result by handling time and by the number of steps that still have to be done by hand after the rollout.

  • Sales

    Enquiries wait to be assigned

    The system routes them by agreed rules, fills in the CRM and keeps track of follow-up contacts.

    See how the process runs
  • Customer service

    The same questions come back every day

    The assistant drafts an answer from your documentation and points to the source. Questions without a confident answer go to the right person.

  • Documents and finance

    Invoices are retyped by hand

    The system reads the documents, checks them against orders and passes the data to your accounting software.

  • Reporting

    Report data is combined by hand

    Data from CRM, ERP and spreadsheets lands in a single view. Once an agreed threshold is crossed, the system sends an alert.

  • HR

    Onboarding a new starter happens in an email inbox

    An automated workflow keeps track of documents, deadlines, access rights and the tasks needed before the first day at work.

  • Internal knowledge

    Finding a procedure means asking the right person

    The team searches contracts, procedures and documentation from one place, and every answer leads to a specific source.

When we do not start a rollout

  • There is no process owner. Someone on your side has to approve the rules and answer for the exceptions.
  • The decision needs a person to own it. The system can prepare the data or a recommendation, and the named person makes the decision.
  • The cost outweighs the expected result. During the audit we compare the cost of building and running the solution with the effort the process takes today.

What the schedule depends on

  • Number of connections:systems, databases and services that have to exchange information
  • State of the process and the data:the number of exceptions, how complete the data is and the quality of the documentation
  • Permissions and testing:the operations the system performs, security requirements and how the work is signed off
02Scope

Implementations, automation and training

We match the scope of implementations and company training to the process, the data available and the people who will use it. Ready-made courses for self-paced study are available too.

01

AI implementations

Assistants · company knowledge · agents

Scope

Search and drafted answers based on your company documentation, plus agents that carry out agreed actions in your systems.

How we work

In solutions that draw on documentation, every answer carries its source. We also agree a confidence threshold and the cases in which a question goes to a person.

02

Process automation

Integrations · workflows · monitoring

Scope

CRM and ERP integrations, document workflows, reports, notifications and tasks that run on a schedule.

How we work

We write down the rules and the exceptions of the process. The automation runs on your infrastructure and comes with monitoring, automatic retries and alerts.

03

AI training

Teams · management · self-paced study

Scope

Training for teams and management, plus ready-made programmes for self-paced study. Topics cover using AI, working with data and company rules for using the tools.

How we work

Training run for a single company is built around the tasks its participants do. Ready-made programmes have a fixed scope and can be taken at your own pace.

03Differences

Conditions for a lasting rollout

Before go-live we check the volume of work, the cost of running the system, how it behaves when something fails and whether another team could take it over.

  1. 01

    Tests on real data

    Tests cover typical cases, incomplete and contradictory data and the rarer exceptions. The load matches the scale of the planned use.

  2. 02

    Cost at real volume

    For every process we agree the right unit: an invoice, an enquiry, a ticket or another operation. We show what it costs at the planned volume and the monthly cost of running it.

  3. 03

    Handling errors and exceptions

    We describe what should happen when data is missing, an integration does not respond or the result is uncertain. The system logs the event, sends an alert and passes the task to a named person.

  4. 04

    Handover to your team

    We hand over access, documentation and the knowledge needed to change the rules and check the logs. The team can handle typical changes on its own.

04Stages

How we work together

The work has four stages. Each one ends with a concrete result you can use to decide whether to continue.

  1. Stage 1 · 30 minutes

    Call about the scope

    You describe a process, a group of related processes or an area of work. We establish the scale, the dependencies and the data needed for the next assessment.

    You get A summary by email: the suggested starting point, the scope of the audit and the risks worth checking.

  2. Stage 2

    Process and data audit

    We map how the work actually runs. We check the data, the exceptions and the systems that need to be connected.

    You get A process map, a list of priorities and an estimate of the effort and the cost of running the system.

  3. Stage 3

    Build and go-live

    We build the solution and test it on data from the process. The production launch includes monitoring and event logging.

    You get A working system, technical documentation and the rules for passing unhandled cases to a person.

  4. Stage 4 · after go-live

    Handover and support

    After go-live we train the team and hand over access. If we are responsible for support, its scope and response times are set out in a separate agreement.

    You get Source code, the automation configuration, prompts and the documentation needed to take the system over.

05Case studies

Example rollout

Because of the NDA we give the industry, the scale of the process and the scope of the work carried out.

EducationNDA6 weeks

Automatic routing of enquiries across 18 regional directors

Enquiries from a shared inbox were assigned by hand in a spreadsheet by two people in sales support. We built a routing mechanism that takes account of the region, the current workload and the quality of service. The system records the basis for every assignment.

06Questions

Frequently asked questions

Short answers about scope, cost, security and keeping the system running.

Yes. On larger rollouts we first map the dependencies between processes and the shared architecture, then split delivery into stages. A single process can be the first stage if it lets us verify the data, the integrations and the way of working.

07Resources

Materials before a rollout

We are preparing materials that help you cost the work, check how ready your company is and set the rules for using AI. They will be available without a form.

  • Calculator

    AI model cost calculator

    Compares providers and a local setup. The result shows the forecast monthly cost for a given number of queries.

    In preparation

  • Checklist

    AI readiness checklist

    32 questions about data, processes, skills, risk, cost and who owns the decisions.

    In preparation

  • Template

    Company policy for using AI

    The template sets out the permitted uses, the rules for working with data and the way new tools are approved.

    In preparation

Articles about the mistakes, the risks and the decisions taken during rollouts are also in preparation.

Contact

Let us discuss the scope

In a 30-minute call we go through a process, a group of related processes or a chosen area of the company. We outline the scale, the dependencies and the next step.

When it is worth talking

  • you have a process or an area where the team loses time on repetitive tasks
  • someone on your side decides about the budget
  • you can show how the work is done today

When it is better to wait

  • you only need a presentation about trends for the board
  • nobody on your side owns the process and the decisions
  • you cannot show how the process runs or the data needed for the audit

A short description of the process or the area of work is enough in the message. We will gather the details during the call.

Leave your contact details

You can also write to: kontakt@futurefirst.pl