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AI analytics and forecasts

Traceable data summaries with assumptions you can inspect.

AI analytics can combine supported CRM, advertising, and finance data for reports, anomaly checks, and forecast ranges. Available views and conclusions depend on source access, identifiers, history, and data quality.

AI analytics and forecastsAuto-reports with conclusionsAnomaly detectionForecastsA shared dashboard

The task

What it is and who it is for.

We consolidate supported data sources and add an AI layer that summarizes changes, suggests likely causes and proposes the next checks. Forecasts are delivered as ranges with assumptions, not as guaranteed outcomes.

By industry

See the scenario in your context.

The process

From the request to a working version.

We show intermediate results early, so the logic can be checked before the final launch.

01

We inventory the sources

CRM, ad accounts, finance, and site data are checked for access, identifiers, cadence, and compatibility.

02

We define a supported analytics layer

The proposal includes only metrics, alerts, reports, and models that the reviewed data can support.

03

We test traceability and freshness

If the refresh pipeline is stable, scheduled summaries can link conclusions to metrics, timestamps, and documented assumptions.

Capabilities

What it can do

The final configuration is assembled from your process, data and the result you want to change.

01

Auto-reports with conclusions

Can summarize supported changes on an agreed cadence; proposed actions still require an accountable owner.

02

Anomaly detection

Configured thresholds and update cadence determine when a CPA or conversion alert appears.

03

Forecasts

Where history and stability are sufficient, models can show ranges for sales, demand, churn, or capacity under documented assumptions.

04

A shared dashboard

Compatible sources can appear in one view; unsupported systems and freshness gaps stay explicit.

05

“Ask your analytics”

Can answer within permitted connected data, with traceable context where supported; material decisions remain human-reviewed.

Our work

Projects with these capabilities.

Instagram Dashboard — AI-powered Instagram analytics you can grab from GitHub for free — project preview

AI dashboard for SMM · self-hosted product

Instagram Dashboard — AI-powered Instagram analytics you can grab from GitHub for free

MaxICo Labs

Instagram's native stats are shallow. They show "right now" — no history, no "better or worse than last month" comparison, no breakdown of what actually worked. An SMM manager or creator looks at reach and can't tell WHY one Reel did 50K…

  • AI-генерація контенту
  • AI-продукти та розробка
  • Web apps and SaaS
  • AI analytics
View case
A store for US electronics with AI assortment analytics — USTECH case study — project preview

Online store for US electronics + AI admin panel

A store for US electronics with AI assortment analytics — USTECH case study

USTECH

USTECH is a store for genuine US goods: electronics, home appliances, tools, household items. Everything is already in Ukraine — imported, cleared through customs, ready to ship. There are two pains here, on opposite sides of the screen. On…

  • AI-автоматизація процесів
  • AI-продукти та розробка
  • E-commerce
  • AI analytics
View case

Pricing landmark

A starting point before the brief.

from $300

An agreed analysis workflow for calls, chats, documents, reviews or reports from $300. Data volume, frequency, transcription and integrations affect the estimate.

The exact range is fixed after the task and dependencies are clarified.See the full pricing

Before we start

Questions that are worth answering now.

If your question is not here, Valera can clarify it or pass it to the team.

01AI analytics: what is included?

An agreed analysis workflow for calls, chats, documents, reviews or reports from $300. Data volume, frequency, transcription and integrations affect the estimate. Sample data, analysis questions, the expected report and update frequency. We determine whether transcription and automated data collection are needed. Depends on the data, volume and analysis frequency.

02AI analytics: configurations, options and prices

Інший / нестандартний функціонал: Custom quote. Додаткові можливості поза погодженою комплектацією. Вартість і строк визначаються після опису завдання. Basic AI analysis: from $300. Від $300: одне погоджене аналітичне завдання над визначеним набором даних із погодженим форматом результату. Наприклад, аналіз чатів, дзвінків або документів.

03AI analytics: scope boundaries

Complex sources, transcription, integrations and automated reports affect the estimate. We agree on one deliverable without duplicating work.

04“How accurate are the forecasts?”

Accuracy depends on history, data quality, stability and the forecast horizon. We validate against a holdout where possible and show a range, assumptions and confidence rather than one unexplained number.

05“Where does it get the data?”

From what you already have: CRM, Google / Meta / TikTok Ads, GA4, financial spreadsheets, your database. We connect via API or export.

06“What if there are many systems and they don't talk to each other?”

We first inventory the sources, access rights, identifiers and refresh cadence. Supported data can be normalized into a shared layer; gaps and incompatible sources remain explicit.

Next step

Show us the process that takes up time

Tell us which actions the team repeats manually, between which systems it moves data, and where delays occur. We will determine what can be automated.