Srednoff agency · practical AI automation
AI automation for sales, CRM and marketplaces in 5-20 days
We build AI agents, Telegram workflows, marketplace operations and practical automation around the work your team already does. Important actions stay on human approval.
Real projects
What we have already built for business
Every project page states the original task, delivery scope and documented result. Where a financial effect cannot be verified responsibly, we say so.
Project 01
Private AI system for Yandex Direct teams
A controlled workspace for campaign analysis, anomaly review, recommendation preparation and human approval for critical production actions.
- Timeline
- 25 days
- Project value
- 10,000 USDT
- Format
- AI automation
Project 02
24/7 Avito conversations for a 300-listing store
The first line answers routine questions, shares the catalog and sends the owner only conversations that need a personal response.
- Scale
- ~300 listings
- Availability
- 24/7
- Support
- 5,000 RUB / month
Project 03
Ozon review and order-risk workflow
The assistant prepares review replies, flags recurring order-risk patterns and sends clear Telegram notices while the seller keeps the final decision.
- Channels
- Ozon + Telegram
- Focus
- Daily operations
- Control
- Seller approval
Project 04
Website and Yandex Direct launch for a new manufacturer
A product catalog, technical SEO foundation, Yandex Business profile and paid-search launch created the first operating acquisition system.
- First period
- 2 weeks
- Leads
- 14
- Ad spend
- 23,000 RUB
Project 05
Amazon PPC: ACoS from 45% to 23%
Listing SEO, PPC restructuring and expert review helped the product move from positions 60-70 into the top 10 during the documented 45-day period.
- Timeline
- 45 days
- ACoS
- 45% → 23%
- Organic rank
- Top 10
New projects are added after the problem, scope, outcome and limitations are documented.
A clear start
Start with the work, not the technology
You do not need to know what RAG, APIs or agents are. Show us where the team repeats the same work or where a customer is waiting for a reply.
Leads and sales
Replies, qualification, CRM handoff and a clear next step for the manager.
Team operations
Repeated work in spreadsheets, email, CRM and internal tasks.
Documents and knowledge
Search across materials, answer drafts, data checks and routing.
Store and marketplaces
Product pages, reviews, orders, inventory and regular owner reports.
The first working workflow
From a clear problem to a verifiable result
We narrow the task, test it on real examples and connect permanent integrations only after the workflow proves useful.
1. Map the workflow
We document what arrives, where time is lost and what a person must see.
2. Test the first scenario
We validate the logic on real examples and agree the AI responsibility boundary.
3. Launch and improve
We connect the right channels, review exceptions and expand only the workflow that creates value.
Founder
Ivan Srednev
Founder of Srednoff agency · delivery lead
Ivan leads the initial workflow review and makes sure the interface, integrations and control rules reflect the client's actual work.
17 сертификатов об обучении
OpenAI Academy и Anthropic
FAQ
What to decide before the first launch
Short answers on timelines, data, integrations, control and the next step.
How long does implementation take?+
A focused first workflow usually takes 5-20 days. Timing depends on the available data, access and number of integrations.
What do you need to start?+
One workflow description and a few real examples: leads, documents, messages, reports or product cards.
Can we start without a CRM?+
Yes. The first scenario can use a website, Telegram, a spreadsheet or email, with CRM added after the value is proven.
Does the AI make decisions on its own?+
The autonomy level is defined by rules. Money, discounts, advertising and critical changes stay on human approval.
Next step
Get an automation workflow map
Leave your contact details and a short description of the task. We will outline a realistic first version, its limits and the best next step.