Pilots & Integrations
We turn ideas into working scenarios
If you need a concrete working tool that solves a real problem every day, not abstract AI and not a polished slide deck, you are in the right place. We connect your data, build an operational flow in Telegram or WhatsApp, launch a pilot on real numbers and honestly measure the impact. No "transformations" on slides, just working scenarios that deliver results and can be measured within two weeks.
For whom
When this is the right fit
A specific operational pain
You don't have an abstract interest in AI. You have a concrete problem that costs money every single day. Empty shelves, slow team reactions, invisible losses from write-offs or dead stock. You know exactly where it hurts, and you are looking for a solution, not a pitch deck.
A Telegram / WhatsApp workflow
Your team lives in messengers, not corporate portals. You need a working flow right inside Telegram or WhatsApp: morning reports, replenishment tasks, execution confirmations, escalations. No new apps to install, no training sessions to schedule.
A pilot on real data
You are tired of demos built on fake datasets and polished slides. You want to see how AI performs on your actual sales, your product catalog, your problems. First tangible results in 7-14 days, not after six months of implementation.
Quick validation before big development
Before investing hundreds of thousands in a large-scale project, you want proof that the scenario actually works. A small pilot with measurable outcomes will show real value before you commit to scaling.
Capabilities
What we can build
Data integrations
We connect Somers.Market, Excel, CSV, 1C and other data sources. We set up automatic collection, normalization and enrichment. Your scattered spreadsheets become a unified data stream ready for analysis and automation.
Telegram / WhatsApp flows
We build operational flows directly in messengers: daily reports, replenishment tasks, execution confirmations, issue escalations. Your team gets the right information in the channel they already use, without extra systems or interfaces.
Retail pilots
We launch retail scenarios: replenishment management, out-of-stock monitoring, dead stock detection, executive summary for owners. Every scenario is tied to a specific metric so you see results in revenue, not abstract percentages.
Restaurant pilots
We automate restaurant operations: morning and evening checklists, SOP control, complaint handling, stop-list management, incident escalation. Your manager gets the full picture every day without collecting data manually.
Principles
How we work
Start with one pain point
We do not try to automate your entire business in one go. We pick the most painful and most understandable scenario, launch it and bring it to a working state. One functioning flow is better than ten unfinished projects.
No transformation promises in a week
Honesty matters more than impressive promises. We tell you directly what can be built fast, what needs a pilot, and what does not make sense yet. A small real result beats a grand plan with no execution.
Working scenario over roadmap deck
One working scenario with measurable impact is worth more than a polished presentation with twenty roadmap items. We create value you can see and touch, not documents that sit in a folder.
Value first, then scale
We verify that a scenario actually helps before investing in scaling it. If a pilot does not deliver measurable value, we will say so honestly and suggest a different approach.
Need a concrete scenario, not a long strategy deck?
Describe your case and we will tell you what can be built fast, what needs a pilot with real data, and what does not make sense to automate yet. No obligations, no pressure, no abstract promises. Just an honest conversation about how AI can help your specific business.
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