def METHOD_NAME(self, item: Feature, poi: dict):
    if company_name := poi.get("Company", {}).get("Name", ""):
        for brand, brand_tags in COMPANY_BRANDS.items():
            if brand.lower() in company_name.lower():
                item["brand"] = brand_tags["brand"]
                item["brand_wikidata"] = brand_tags["brand_wikidata"]
                break
        else:
            self.logger.warning(f"Unknown brand: {company_name}")
            self.crawler.stats.inc_value(f"atp/lukoil/brand/failed/{company_name}")