We build AI, websites and automation around the work that costs your team time. Start with one process. Measure what changes.
How we work
You see what is being built, approve each milestone and know the costs before the work starts.
Select a stage to see what you get.
We review a real example, identify the problem and agree on one useful change. The brief sets the deliverables, costs and success criteria before the build.
One real example, your priorities and the person who approves the work.
We compare the same period and include review and running costs. Time saved, cash savings and revenue are separate measures.
It depends on the scope, integrations and how ready your content is. We agree on milestones after the brief, including the time needed for your review.
Before the build. The proposal separates setup, third-party fees and any ongoing service. Changes to the agreed scope are discussed before extra work starts.
The brief sets a review point and the data we need. After launch, we compare the agreed metrics with the baseline and decide whether to refine, expand or stop the pilot.
Bring one bottleneck. We’ll work out a useful first step together.
We build websites and AI integrations to improve the numbers that matter: bookings, revenue and time saved. A clear starting point. A measurable difference.
Illustrative barber model.
Working with Ser
One agreed point of contact. Clear decisions, shared context and a practical next step.
We agree the metric and baseline, then track bookings, resolved conversations or hours saved over 180 days.
Documented access, an agreed handover and a clear scope for ongoing support.
Before we begin
The details that make working together easier.
Barbershops, real estate teams and online stores. We focus on a clear customer journey or a time-consuming process that technology can improve.
We use approved information, test common and unusual questions, and agree when a person takes over. Ongoing review follows the support scope.
Ownership and access are agreed in the project scope. We document what belongs to the client and which third-party services are involved.
We agree the handover, support scope and responsibility for updates. Any ongoing service has its own clear terms.
Your next useful change
More customers, more revenue or more time for your team. Let’s choose a metric and a useful first step.
Talk on WhatsApp300 tasks / month · €20 / hour · 65% handled by the system · 0% cash realization
Example assumptions, not client results. Time value becomes cash only when an expense is actually avoided.
This scenario does not repay its cash cost over 180 days. Validate the process or reduce scope before committing.
180-day time value = hours freed × hourly cost. Net cash effect = realized savings + incremental contribution margin − setup − 6 months of running costs.
Budgets are modelling inputs, not a price quote. Review time is included. Taxes and financing are excluded. Overlapping savings must not be added together.
Sensitivity cases, not forecasts. Downside uses lower volume and coverage, more review and higher running costs.
Creator claim. Attribution does not establish incremental sales.
Modelled impact, not measured client results.
A Slovak AI chat for product questions and catalogue recommendations.
External reference · Ragnetiq
Original source ↗AI product adviser
Help shoppers compare real products using current catalogue data.
Product search and comparison. Catalogue price/stock lookup. Fallback to your team.
Current product feed, inventory permissions and analytics. No claims from stale model memory.
Named-product test returns exact catalogue item. Unknown stock is labelled unknown. Incremental purchases require holdout; assisted orders alone do not prove lift.
180 days equal six model months. Time value is capacity, not revenue. Cash savings exclude setup and running costs; no avoided expense is assumed.
These assumptions describe a possible pilot, not the reference creator’s results.
Explore this calculationModelled impact, not measured client results.
A property catalogue with filters, listing pages and enquiry routes.
External reference · Svoboda & Williams
Original source ↗AI enquiry & brief
Turn an enquiry into a complete brief your team can act on.
Required-field dialogue. Customer-approved summary. CRM draft with context and next action.
Agreed required fields and CRM access. Data minimization and permission to store enquiries.
No invented budget, deadline or customer intent. Required-field completion measured separately from conversion. Customer can correct the brief before CRM write.
180 days equal six model months. Time value is capacity, not revenue. Cash savings exclude setup and running costs; no avoided expense is assumed.
These assumptions describe a possible pilot, not the reference creator’s results.
Explore this calculationModelled impact, not measured client results.
Listing monitoring, change history and alerts. The preview is an illustrative interface.
External reference · Realitní Monitor
Original source ↗Operations automation
Connect one repetitive process with checks and an audit trail.
One defined trigger and destination. Validation, retries and duplicate protection. Error queue and audit export.
Source/destination API permissions. Documented field mapping and owner for failed records.
Retry creates no duplicate record. Invalid data goes to a review queue. Failure alert and manual replay tested.
180 days equal six model months. Time value is capacity, not revenue. Cash savings exclude setup and running costs; no avoided expense is assumed.
These assumptions describe a possible pilot, not the reference creator’s results.
Explore this calculationModelled impact, not measured client results.
A conversational property search connected to a listing catalogue and map.
External reference · DOMIRE
Original source ↗AI property search
A useful shortlist based on the customer’s actual criteria.
Structured location/price/size criteria. Live listing shortlist with links. Broker handoff and corrected criteria.
Authorized live listing feed and broker workflow. Explicit hard/soft constraints; freshness check.
No listing outside hard price/location constraints. Unknown availability escalates to broker. Shortlist relevance scored by broker and customer.
180 days equal six model months. Time value is capacity, not revenue. Cash savings exclude setup and running costs; no avoided expense is assumed.
These assumptions describe a possible pilot, not the reference creator’s results.
Explore this calculationModelled impact, not measured client results.
A concept case for a house reveal and an interior video, based on Jim Monge’s reference.
Illustrative concept · reference: Jim Monge / Invideo
Original source ↗Build & Reveal
Show a property’s transformation with a clear visual story.
Approved before/after assets. Storyboard and edit. Clearly labelled concept renders.
Rights to source images/plans. Human review of geometry, materials and factual accuracy.
Client approves every concept render. No claim that a generated image shows the current property. Measure full production and revision time per asset.
180 days equal six model months. Time value is capacity, not revenue. Cash savings exclude setup and running costs; no avoided expense is assumed.
These assumptions describe a possible pilot, not the reference creator’s results.
Explore this calculationModelled impact, not measured client results.
An apartment video concept based on the five final shots in Luke Byrne’s tutorial.
Illustrative concept · reference: Luke Byrne / AI Luke
Original source ↗Cinematic home tour
A polished property film with an approved shot list.
Approved property photos. Shot list and transitions. Final edit with revision round.
Rights to source images/plans. Human review of geometry, materials and factual accuracy.
Client approves every concept render. No claim that a generated image shows the current property. Measure full production and revision time per asset.
180 days equal six model months. Time value is capacity, not revenue. Cash savings exclude setup and running costs; no avoided expense is assumed.
These assumptions describe a possible pilot, not the reference creator’s results.
Explore this calculationModelled impact, not measured client results.
A walkthrough concept based on Amir Mušić’s public demo and Unreal Home Wizard.
Illustrative concept · reference: Amir Mušić
Original source ↗Interactive 3D preview
Explore a concept space before approving a production build.
Prototype environment from supplied plans. Browser preview subject to feasibility. Measurement and asset review.
Rights to source images/plans. Human review of geometry, materials and factual accuracy.
Client approves every concept render. No claim that a generated image shows the current property. Measure full production and revision time per asset.
180 days equal six model months. Time value is capacity, not revenue. Cash savings exclude setup and running costs; no avoided expense is assumed.
These assumptions describe a possible pilot, not the reference creator’s results.
Explore this calculationModelled impact, not measured client results.
A separate demo application of the same house-reveal reference for a development launch.
Illustrative concept · reference: Jim Monge / Invideo
Original source ↗Build & Reveal
Show a property’s transformation with a clear visual story.
Approved before/after assets. Storyboard and edit. Clearly labelled concept renders.
Rights to source images/plans. Human review of geometry, materials and factual accuracy.
Client approves every concept render. No claim that a generated image shows the current property. Measure full production and revision time per asset.
180 days equal six model months. Time value is capacity, not revenue. Cash savings exclude setup and running costs; no avoided expense is assumed.
These assumptions describe a possible pilot, not the reference creator’s results.
Explore this calculationModelled impact, not measured client results.
A developer-interior concept using Luke Byrne’s camera-planning reference.
Illustrative concept · reference: Luke Byrne / AI Luke
Original source ↗Cinematic home tour
A polished property film with an approved shot list.
Approved property photos. Shot list and transitions. Final edit with revision round.
Rights to source images/plans. Human review of geometry, materials and factual accuracy.
Client approves every concept render. No claim that a generated image shows the current property. Measure full production and revision time per asset.
180 days equal six model months. Time value is capacity, not revenue. Cash savings exclude setup and running costs; no avoided expense is assumed.
These assumptions describe a possible pilot, not the reference creator’s results.
Explore this calculationModelled impact, not measured client results.
An illustrative off-plan walkthrough application of Amir Mušić’s reference, not an existing delivery.
Illustrative concept · reference: Amir Mušić
Original source ↗Interactive 3D preview
Explore a concept space before approving a production build.
Prototype environment from supplied plans. Browser preview subject to feasibility. Measurement and asset review.
Rights to source images/plans. Human review of geometry, materials and factual accuracy.
Client approves every concept render. No claim that a generated image shows the current property. Measure full production and revision time per asset.
180 days equal six model months. Time value is capacity, not revenue. Cash savings exclude setup and running costs; no avoided expense is assumed.
These assumptions describe a possible pilot, not the reference creator’s results.
Explore this calculation
