Start with direction
When you are not yet sure what is worth doing, begin with a written plan rather than a build.
Practical AI services
From a Clear Starting Plan to a Working AI System.
Dekundy Group helps individuals, solo operators, and growing businesses determine where AI is useful, improve real workflows, and build practical systems with human oversight.
- Human-reviewed
- Tool-agnostic
- Built around real work
- Implementation optional
Where to begin
Choose the level of help you need.
Most engagements start in one of four places. You do not need to know which one before getting in touch.
Examine a specific workflow
When you already know which process is causing problems, map it properly before changing it.
Configure AI to assist reliably
When AI output is inconsistent, the fix is usually context, boundaries, and review, not a different tool.
Build the workflow or system
When the direction is clear, implement it as a supervised working system you can actually operate.
The services
Six ways Dekundy Group can help.
Each engagement is described in full so you can tell which one matches your situation before getting in touch.
1Service
AI Starting Point Blueprint
$49
A personalized starting plan for people who know they want to use AI, improve their work, or build something but are unsure what to do first.
Best for
- Aspiring founders
- Employees
- Solo operators
- Independent professionals
- Small businesses exploring an opportunity
What you receive
- Goal and situation clarification
- Priority AI opportunities
- Recommended starting approach
- Suggested tool or workflow direction
- Practical 30-day action plan
- DIY, guided, and implementation options
- Human review by Adam
Example applications
- Evaluating a new business or product idea
- Identifying what part of a job AI could assist with
- Choosing the first workflow to improve
- Deciding whether an application is realistic
- Avoiding unnecessary AI subscriptions or overbuilding
2Service
Professional AI Workflow Audit
From CA$499
A deeper engagement for examining one existing workflow before rebuilding or automating it.
Best for
- Businesses with an identifiable operational problem
- Teams dealing with repeated delays or errors
- Operators who know which workflow needs attention
- Processes involving multiple tools, people, or handoffs
What you receive
- Live workflow interview
- Current-state process map
- Bottleneck and failure-point analysis
- Risk and privacy assessment
- Impact-versus-effort prioritization
- Recommended future-state workflow
- Detailed implementation roadmap
Example applications
- Lead intake and follow-up
- Client onboarding
- Weekly reporting
- CRM updates
- Research preparation
- Content review and publishing
- Administrative processing
3Service
AI Manager Setup Sprint
Custom scope
Set up AI like a supervised member of the operation, with the context, responsibilities, boundaries, review process, and measurement it needs to perform useful work.
Best for
- People using AI inconsistently
- Operators repeating the same instructions
- Teams concerned about unreliable output
- Businesses that want one controlled AI-assisted responsibility
What you receive
- Context and knowledge organization
- Defined AI role
- Task and output standard
- Permission and boundary rules
- Human approval checkpoints
- Feedback and correction process
- Measurement plan
- One supervised first workflow
Example applications
- Research assistant
- Meeting and action-item assistant
- Reporting assistant
- Lead-summary assistant
- Content preparation assistant
- Internal knowledge assistant
- Administrative support assistant
4Service
AI Workflow Implementation
Custom scope
Turn one repeated task or operational bottleneck into a structured, supervised working system. Available done-with-you, so your team builds alongside Dekundy Group, or done-for-you.
Best for
- Repetitive work
- Manual handoffs
- Inconsistent follow-up
- Information copied between tools
- Recurring research or reporting
- Processes rebuilt from scratch every time
What you may receive, depending on scope
- Workflow architecture
- Structured inputs and outputs
- AI-assisted processing
- Approval checkpoints
- Automation logic
- Error handling
- Operational documentation
- Testing and handoff
- Done-with-you or done-for-you delivery
Example applications
- Inquiry intake and routing
- Follow-up draft preparation
- Weekly business reporting
- Research collection and summarization
- Meeting-to-task processing
- Content production workflows
- Document intake and classification
5Service
AI Operating System Build
Custom scope
Create a coordinated internal environment connecting approved business knowledge, instructions, AI roles, workflows, review gates, and operational tools.
Here, “operating system” means an organized internal working environment, not computer operating-system software.
Best for
- Founders managing several projects
- Growing teams with scattered knowledge
- Businesses using multiple disconnected AI workflows
- Organizations that need repeatable operating standards
What you may receive, depending on scope
- Knowledge architecture
- Company context pack
- Project and client separation
- Specialized AI roles or agents
- Workflow instructions
- Human approval gates
- Source-of-truth rules
- Measurement and improvement process
- Operational documentation
- Done-with-you or done-for-you delivery
Example applications
- Founder operating system
- Sales and research operating system
- Client-delivery operating system
- Content operations system
- Internal knowledge and decision system
- Multi-agent workflow environment
6Service
First-Version Business Tool Build
Custom scope
Turn a defined operational need into a focused first-version internal tool or lightweight application.
Best for
- Businesses relying on unsuitable spreadsheets
- Teams that need a simple operational dashboard
- Operators validating an internal application idea
- Processes that need a dedicated interface
- Businesses that do not need a large custom-software engagement
What you may receive, depending on scope
- Requirements clarification
- Minimum useful scope
- Interface and workflow design
- First-version application
- Internal dashboard or tracker
- Intake and routing tool
- Testing and documentation
- Future-development roadmap
- Built for you, then handed over with documentation
Example applications
- Lead-management dashboard
- Service-job tracker
- Intake portal
- Research database
- Internal review queue
- Reporting dashboard
- Lightweight client portal
- Workflow administration tool
What this can address
Where These Services Apply
Illustrative examples, not representations of completed client engagements.
Lead Intake and Follow-Up
Inquiries arrive in several places and follow-up depends on memory.
Practical direction
Structured inquiry capture, lead summaries, follow-up reminders, and reusable communication drafts.
Usual starting point: Professional AI Workflow Audit
Research and Reporting
Research and reporting consume most of the week and are rebuilt each cycle.
Practical direction
Reusable AI-assisted research, summarization, and reporting workflows with human review.
Usual starting point: AI Manager Setup Sprint
Client Onboarding
Every new client is onboarded slightly differently, and steps get missed.
Practical direction
A standard intake, a defined sequence of steps with owners, and prepared drafts at each handoff.
Usual starting point: AI Workflow Implementation
Internal Knowledge Retrieval
Information is scattered across email, documents, and spreadsheets.
Practical direction
Create a reliable source of truth and an internal AI-assisted retrieval workflow.
Usual starting point: AI Operating System Build
Content Operations
Content production stalls between drafting, review, and publishing.
Practical direction
A defined production path with prepared drafts, a review checkpoint, and a repeatable publishing step.
Usual starting point: AI Workflow Implementation
Administrative Workflow Management
The same administrative work is repeated manually every day.
Practical direction
Map the repeated steps, standardize the inputs, and automate or accelerate the safest portions.
Usual starting point: AI Starting Point Blueprint
How engagements work
A predictable path from problem to working system.
- 1
Describe the problem
Explain the work you want to improve. No technical write-up is required, and not every problem turns out to need AI.
- 2
Confirm the right engagement
Together we confirm which service fits. Scope and pricing are agreed before any custom work begins.
- 3
Review and build
The workflow is mapped and built using your existing tools wherever that is practical.
- 4
Test, hand off, and improve
The system is tested against real work, documented, handed over, and refined after real usage.
Not every problem requires AI, and the recommendation will say so when that is the case.
Existing tools are reused where practical instead of adding new subscriptions.
External actions and important decisions stay under human control.
Scope and pricing are confirmed before custom work begins.
Boundaries
What Dekundy Group Will Not Automate Carelessly
Useful automation depends on knowing where it does not belong. These are the lines that stay in place regardless of scope.
- Legal, medical, financial, employment, or other high-risk decisions are not handed to AI.
- External communication is not sent without an appropriate human approval step.
- Sensitive data is not processed without suitable safeguards agreed in advance.
- No system is given autonomous spending or tool-purchasing ability.
- High-risk processes keep a human in control of the outcome.
- Nothing is automated purely so that a process can be described as using AI.
FAQ
Common questions
Which service should I start with?
If you are unsure what is worth doing, start with the $49 AI Starting Point Blueprint. If you already know which workflow is causing problems, start with a Professional AI Workflow Audit. If you are not sure which of those fits, book a free 15-minute Fit Call.
Do I need technical knowledge?
No. You describe the work in plain language. Anything technical is handled on the Dekundy Group side and documented so your team can operate it.
Can Dekundy Group work with my existing tools?
Yes, and that is usually the starting assumption. Existing tools are reused where practical, and a new tool is only suggested when there is a clear reason for it. Recommendations stay tool-agnostic.
Is every engagement based on automation?
No. Several engagements end with a clearer process, better structure, or a decision not to automate something. Automation is one possible outcome, not the goal.
How is custom implementation priced?
Custom engagements are scoped and quoted per engagement, with the scope and price confirmed in writing before work begins. The Professional AI Workflow Audit starts at CA$499. Done-with-you and done-for-you options are quoted separately.
How is sensitive business information handled?
Handling is agreed before any work starts, including what may be shared with third-party tools and what must stay internal. Where suitable safeguards cannot be agreed, that part of the work is left out of scope. Details on information handling are on the Policies page.
Not sure which service fits?
Start with a free 15-minute Fit Call, or choose the $49 Blueprint when you want a written plan before committing to a larger engagement.