Technology startups are springing up and competing under the rule of ‘survival of the fittest’. Before successfully occupying a dominant position in the market, they have to overcome numerous of challenges. Assistance from different sectors to some extent determines success or failure. For language services, AI translation is deemed as the best solution to support the growth of vulnerable startups.