Jaison · Business process automation and AI systems

Start with the process worth improving.

Jaison - AI System Architect for business owners and operations leaders.

See the workflow, understand its rules, and define a small pilot for one process. We select hosting, models and integrations to fit the project, its data and its operating budget.

Data handling agreed per project Costs and tools scoped before launch Human approval for agreed steps
Tomasz Duda - AI System Architect in a working environment
Tomasz AI System Architect

Tools selected for the specific process

A process that works without constant manual supervision

Organise repetitive steps and leave your team more control over the process.

We do not start with another tool. First we describe the inputs, rules, exceptions and ownership. Only then do we choose an integration, automation or AI that can work in the background.

For an owner or operations leader, this means fewer manual handoffs, a clear next step and the ability to take over when data is incomplete or a human decision is required.

✓
Clear flow and next step Case registration, data handoff, reminders and escalation are described in one workflow.
✓
Decision: rule, AI or person Not every step needs a model. We match the technology to the context, risk and cost of error.
✓
Documentation and handover Scope, access, exceptions and handling are recorded so the team knows what happens after implementation.
✓
Control when an exception occurs When the system is uncertain, the case goes to an agreed person instead of pretending the answer is correct.
Tomasz Duda explaining a structured AI process
Controlled workflow Fewer manual handoffs, clear exceptions
Friction and bottlenecks

Where does the process lose time, data or control?

Identify the points where manual work, handoffs or missing ownership make it harder for the team to move work forward.

Costly friction

Leads without a next step

When enquiries land in several inboxes and nobody clearly owns the follow-up, some cases stop moving. We first measure where the process breaks, then design reminders or qualification.

System handoffs

Copying data and correcting errors

Manual data entry between email, CRM and spreadsheets creates more handoffs and corrections. We map those transitions to separate steps worth simplifying from steps that need human judgement.

AI blind spot

Invisible in AI Search (AEO)

AI assistants rely on content they can interpret unambiguously. We check whether the offer, process and evidence are clearly described and whether structured data matches what users see.

Jaison Publisher · content planning

Stop managing every brand in a separate calendar.

Prepare content, organise channels, and plan publishing in one calendar. Available actions and analytics depend on each connected platform.

Explore Jaison Publisher
Jaison AI Agency

AI and business process automation.

AI systems, integrations and automation for business. We design around the process, with a clear scope and human oversight.

Lead handling and qualification

We organise incoming enquiries, qualification and routing to the right person. The automation scope is based on the process and data.

  • ✓ Enquiry preparation and qualification
  • ✓ Routing cases to the right person
  • ✓ Notifications in an agreed channel after setup

Documents and operational knowledge

We connect documents, information and process rules so the team can find the right data faster and move the case forward with human oversight.

  • ✓ Knowledge bases and documents in the agreed environment
  • ✓ Process schedules and alerts
  • ✓ Integrations after checking access and data scope
Visibility and communication

Jaison Media: website, content and channels.

We prepare your online presence and organise channel operations: from a website and Google Business Profile to social media, publishing and measurement.

  1. Visibility

    Website, landing page and Google Business Profile.

  2. Content grounded in the offer

    SEO, AEO and communication grounded in your offer.

  3. Handling interest

    Social media, publishing automation and ongoing care.

Explore Jaison Media
How we work

From process to controlled implementation

First we understand the current state. Then we design a scope that can be tested, accepted and maintained.

1

Diagnose

We analyse current bottlenecks, handoffs and places where cases need manual correction.

2

Map

I design a clear information-flow architecture and map the customer and operational journey. Automated messages are enabled only after setup and testing.

3

Architecture

I design data flow, permissions, integrations and exception handling. We choose the technology only after defining the process requirements.

4

Implement

We launch a limited pilot, test scenarios and failures, and check whether the result meets the agreed acceptance criterion.

5

Onboard

We hand over documentation, access and process takeover instructions. We also agree who owns future support and changes.

Process owner view

One place where you can see
what is happening in the process.

You can receive statuses, exceptions and tasks that need a decision in a tool you already use. This is a control layer for the implemented process, not a promise of autonomous management.

We choose the communication channel for the process and its security requirements. Data scope, access, retention and monitoring are defined before launch.

Jaison - process control

Control and escalation

Statuses, exceptions and approval tasks should reach an agreed channel. The specific solution depends on the process and tools already in use.

Scope agreed individually
Systems built around real work

From market signal to clear action.

We have developed our own patterns that connect processes, data, AI and human oversight. They show how we turn an operational problem into an architecture, a tool and a clear next step.

RESEARCH AND DECISIONSGrowth Intelligence

From market signals and research to a structured brief, a decision and material ready for the next step.

TOOLS AND ASSISTANTSJaison Apps

Applications and assistants designed around a specific task, with a clear user experience and human control.

Explore Jaison system examples
A starting point for discussion

See the cost of manual work - as a starting point

This is an indicative simulation based on your assumptions, not a promise of savings or return. A real result requires a process baseline, a pilot and measurement after launch.

10h
1 hour Full working week (40h)

Manual administration, CRM updates, data entry, newsletter preparation and reporting.

150 PLN
50 PLN / h 500 PLN / h

The real cost of your time or one hour of a delegated employee's work.

Indicative reference point
Monthly value of manual work time (simulation):
43 hours
6 450 PLN
Process value scenario
Illustrative annual scenario: assumes 80% of the selected workload can be improved
412.8 hours / year in an illustrative scenario
61,920 PLN / year indicative time value
This simulation annualizes your weekly input using 4.3 weeks per month and assumes 80% of the selected workload can be improved. It is not a savings forecast and excludes implementation and operating costs. Measure the process and run a pilot before assessing any effect.
Check the real process ➔

Process Automation Map

A practical workbook to map roles, inputs, exceptions and human checkpoints.

Process Map preview — Workbook Mockup

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HOW TO USE THE MAP

Map your workflow step by step before implementation.

Before choosing an AI tool or agent, map the actual workflow: triggers, decisions, exceptions, and human approval points. This map is not a second download, but a practical template for working on a single workflow.

A clear definition of the starting point is the fastest route to a stable pilot without wasting budget.

Workflow diagnosis template Document inputs, business rules and human verification gates.

AI-Ready Checklist

10 critical areas to evaluate before choosing your first AI pilot.

AI-Ready Checklist preview — Book Mockup

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FREE B2B READINESS CHECKLIST

Assess your readiness for your first AI pilot.

Review 10 foundational areas: from process ownership and data quality to exceptions, governance, and measurable process indicators.

One focused path and a practical resource to analyze with your leadership team — without tech hype.

10 diagnostic focus areas Validate operational maturity before committing budget and dev time.

Jaison knowledge layer

Hover over or tap any node to see how we organise the knowledge and decisions required for the process to work.

Tomasz Duda - AI System Architect
My story and mission

I organise operational chaos and design AI systems.

The idea of simplifying and implementing agentic AI systems did not come from chasing quick money in the AI hype cycle. It began with my own sense of powerlessness.

For years I watched more tools fail to solve the problem when the process itself remained undefined. You open the computer to tabs, alerts and manual handoffs between systems. Before adding another application, the work, exceptions and ownership need names.

That led me to a simple rule: garbage in, garbage out. A system should organise work, not create more noise. That is why I begin with the process map, owner, acceptance criteria and the point where a person should approve the result. Only then do I choose automation, AI or code.

01 One process to start
HITL Human oversight
ROI Measurement before promises
Experience and working method

Technology matters only when it improves a real process.

I combine process analysis, system design and practical implementation. I choose tools for the task, not the other way round.

I break complex processes into inputs, rules, decisions, exceptions and ownership. This makes it possible to decide what to automate, where AI helps and where a person is still needed.

I have brought my practical passion for technology to a business level. I completed the five-week Google Skills of Tomorrow AI programme and passed the final exam. It formally confirms knowledge I use to analyse processes, assess where AI makes sense, and design automation, assistants and agents around the real task.

Process before tool
Rapid prototyping
Google Skills of Tomorrow AI certificate - click to verify
SGH and Google completion certificate Google AI
Passed Google Skills of Tomorrow assessment
Final assessment: PASSED Verified source

Clear documentation and tests

Every scope requires its own performance and acceptance tests.

Initial process assessment

See which process is worth improving first

Answer a few questions about how the work runs today. You will get a starting point for a conversation about data, risk and a possible pilot - without promising an automatic result before the process is checked.

Check your process ➔
Engagement stages

Scope is agreed before the build

Scope, tool costs and support are agreed before the start. First we choose the process and acceptance criterion; only then do we estimate potential return.

Workflow Start

First process

A focused way to automate one key process, such as lead qualification, without rebuilding every system.

Quoted after scoping implementation is separated from running and support costs
  • ✓ One selected process module
  • ✓ Integration with an agreed channel or API
  • ✓ Launch in the agreed environment
  • ✓ Timing and scope agreed after process diagnosis
  • ✓ Agreed handover and support rules
See the starting scope ➔
Recommended
Operator OS

A controlled operating system

For companies that want to connect lead qualification, communication and operational knowledge. Scope, channels and automation level are agreed after the process audit.

Quoted after scoping cost depends on integrations, data and support level
  • ✓ Lead qualification with escalation rules
  • ✓ Notifications and process handling in an agreed channel
  • ✓ Integration with your CRM and email-marketing system
  • ✓ Structured knowledge base and access control
  • ✓ Secure APIs and protection of business data
  • ✓ Agreed support and optimisation scope
Choose Operator OS ➔
Architecture Sprint

Process architecture design

In-depth process diagnosis and solution specification: data, integrations, AI boundaries, human oversight and pilot criteria.

Quoted after scoping process map and acceptance criteria first
  • ✓ Comprehensive process and AI-readiness audit
  • ✓ Architecture diagram matched to the client's environment
  • ✓ Pilot, test and acceptance criteria
  • ✓ Estimate of running and maintenance costs
  • ✓ Timing agreed after scope confirmation
Choose the Sprint ➔
AI Systems - individual scope

Systems for broader scope

A tailored system-design programme for larger processes, teams and integration requirements. Availability, security and support scope are defined in the agreement.

Individual scope architecture, risk and support defined in the proposal
  • ✓ Process map and target architecture
  • ✓ Integrations matched to the actual scope
  • ✓ Tested stop and manual process takeover
  • ✓ Agreed monitoring and response rules
  • ✓ Integration with the company's internal ERP or CRM
Discuss the project ➔

Sovereign architecture and total cost control

We agree the data flow, hosting, provider costs and approval points for each project before launch.

Hosting and data location

Hosting is selected with the client according to data, access, cost and maintenance requirements. The selected environment and ownership are documented before implementation.

Model access and cost

Costs depend on provider, plan and usage. We document the expected cost and configure the limits and alerts that the chosen provider supports; we do not promise a universal hard cap.

Controls and security

Permissions, retention and process stop or takeover are designed and verified for the specific implementation.

Proprietary Tools & AI Systems

We do not just advise. We build and maintain our own systems.

We develop and test selected internal modules in app.jaison.pl. Each example separates available local functions from integrations configured for a specific environment.

🎙️ PRODUCTION

Vojsik.ai (Speech-to-Text)

The desktop app turns dictation into text and supports conversation with a model or AI agents. It can update the Ghost profile from dictated text.

Explore on app.jaison.pl ↗
📡 GSC & AEO

Growth & Webmaster Radar

Helps review search visibility and website content from the sources connected to a specific workspace.

Explore on app.jaison.pl ↗
⚡ AUTOMATION

Publisher Worker

Helps prepare, organise, and plan approved content for connected channels. Available formats and analytics depend on each platform.

Explore video capabilities ↗
🎯 GROWTH RADAR

Job & Deal Radar

Collects opportunities from available sources for human review. A scan result is not a confirmed lead or permission to contact or submit an offer.

Explore on app.jaison.pl ↗
🕹️ OPERATIONS CRM

Mission Control & Twenty CRM

We design a workflow for qualified cases, approval and follow-up using the CRM and channels agreed for each implementation.

Deploy in your company ➔
⚖️ CONTRACT AUDIT

Legal Engine

Helps flag clauses for review in B2B contract drafts, NDAs and amendments. Results support further review and are not legal advice or a GDPR compliance opinion.

Explore on app.jaison.pl ↗
🔍 REGISTRY AUDIT

VAT Verifier

Helps check business details in the available Polish Ministry of Finance and VIES registers. Results require verification and do not confirm bank accounts or replace professional advice.

Explore on app.jaison.pl ↗
📑 KSEF & XML

Finance KSeF

A workflow pattern for handling KSeF invoice XML. The scope of extraction, checks and handoff depends on the configuration and testing of each implementation.

Explore on app.jaison.pl ↗
🖥️ SOVEREIGN OS

Jaison OS Workspace

We design local or hosted operational workspaces around the team's process. Hosting, access, data handling, ownership and ongoing costs are agreed for each implementation.

View architecture ↗
Adoption and security (FAQ)

Secure integration. Clear control rules.

We address objections and technology barriers. Access, retention, logging and control are discussed for the specific implementation.

How much does it cost to maintain an agentic AI system in a company? ➔

Short answer: Cost depends on process scope, external services, data volume, monitoring and support. Before implementation, we separate build cost from running and maintenance costs.

Are AI systems safe for my customers' data? ➔

Short answer: Security is defined for the specific implementation. It covers data scope, permissions, retention, service providers and manual takeover; these rules are documented before launch.

Which communication channels can your systems support? ➔

Short answer: The channel depends on the process and available integrations. We agree the inbox, permissions, and human handoff before enabling any customer-facing action.

What happens if the system behaves incorrectly? Is there a kill switch? ➔

Short answer: The way to stop the process is defined and tested for each implementation. We may use human approval, limited permissions, error handling and manual takeover; there is no single mechanism for every system.

Could AI implementation disrupt sales? How is process continuity handled? ➔

Short answer: Availability, response and support scope are agreed separately. We design monitoring, error handling and escalation for the process rather than declaring a universal SLA.

How are AI providers and data handling selected? ➔

Short answer: Privacy depends on provider configuration, data and the agreement. We document data flows, minimise permissions and agree retention and key responsibility before implementation.

SEO and AEO

We help people and search systems understand your offer.

We organise content, page structure and data that matches visible facts. This improves clarity without promising a particular position or AI recommendation.

01Offerservices, audience, limitations
02Structurepages, questions and answers
03Dataschema that matches the content
AEO service details
Blog · knowledge base

Practical answers before a decision.

SEO and AEO, process automation, and tool selection — explained in plain language with clear scope and limitations.

Open the knowledge base
Short consultation

Book a 15-minute meeting.

Choose a convenient time. Booking uses a calendar integration; after the meeting you will receive a summary of scope and possible next steps. We do not promise to automate anything that has not been confirmed in the audit.

15 min Call duration
Calendar Booking through Cal.com
Confirmation Details according to calendar settings

Choose an available time

Choose a day and time. After booking you will receive confirmation and further information according to the calendar settings.