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PDF Editor FAQ

I fired a respected employee of my company because we had different visions, but we are now suffering a mass exodus because of that. What should I do as a CEO?

First evaluate your vision.I don’t mean sit there and ponder it over coffee and a bagel , I mean write your business plan again . Thoroughly rewrite it! And like Santa says check it twice.Write a new marketing plan that includes what you did, where you are now, where you want to go.Now tak all the verbiage from both and write your vision. Include an executive vision summary , include where you were, where you are , and where you’re heading. Then write a detailed vision.It should be a multi page document. With charts and graphs and lots of what/why/how.Get this document printed and spiral bound.Give it to everyone in the company.It seems the employee you let go had a better way of telling everyone a vision that you failed to express.Those jumping ship knew the employee vision and not yours.They are gone.Those left and new hires need to read your vision book.Now write new job descriptions for everyone and include their piece of the vision.Involve them !! It’s a team.Put vision boards in each department on how each part of the team in a department fits together.PS: give the vision book and business plan to your investors, finacial partners, banker.

What companies have the heaviest investment in AI (artificial Intelligence) research?

1. AmazonMost areas within Amazon's mammoth business will come into contact with AI in some form, whether it's to improve business processes, as part of Alexa or its recent checkout-less store in Seattle. Not to mention its automated drone deliveries.Like Google Home and Siri, Alexa - Amazon's intelligent voice assistant - uses neural networks for natural language processing to analyse the human voice and return the appropriate response.2. NVIDIA and NuanceNVIDIA and Nuance announced a partnership last year aiming to bring artificial intelligence into healthcare.The partnership joins NVIDIA’s deep learning platform and Nuance’s PowerScribe radiology reporting and PowerShare image exchange network - which 70 percent of US radiologist use - to create an AI Marketplace for Diagnostic Imaging.This AI-powered imaging service will provide medical professionals with new tools for analysing x-rays and other images used in radiology.Essentially, AI developers can share models they have trained via Nuance’s PowerShare network, and other medical professionals can subscribe. Once subscribed, the AI algorithm will be applied in relevant circumstances, as and when.3. Google© GoogleIn 2014, Google bought artificial intelligence startup DeepMind for a whopping $400 million (£263 million) to complete one of the largest AI acquisitions to date.DeepMind has since been used to find the quickest route between underground stations, defeat champion players of the board game 'Go', and to improve healthcare through a series of controversial agreements with the NHS.Google has also made its machine learning system TensorFlow free to anyone who wants it, and in July 2017 it launched a new project to study and redesign the ways people interact with AI systems called People + AI Research initiative (PAIR).4. SpotifySpotify has been snapping up AI-focused startups recently, with the aim to improve its content recommendations and targetted advertisements.The music streaming firm acquired MightyTV in March 2017, a startup that used artificial intelligence and Tinder-like swiping controls for content recommendations.More recently, it bought Niland, a Paris-based machine learning startup. This acquisition should help bring custom recommendations that can identify the preferred aspects of music and find similar content for Spotify users.5. Microsoft© MicrosoftIn December 2016, Microsoft Ventureslaunched a new fund for AI startups.Microsoft Ventures, initially founded in January 2016, is a VC fund created by Microsoft that focuses on 'investing in AI companies focused on inclusive growth and positive impact on society', along with machine learning, big data, the cloud, security and SaaS. This fund found the first backer for Element AI, a Montreal-based AI incubator.Since then, Microsoft Ventures has co-led funding of two artificial intelligence startups, Agolo and Bonsai. Angolo uses AI to create summaries of information, in real-time, while Bonsai enables the automated management of machine learning algorithms.Prior to this, Microsoft launched project Oxford, in 2015, which aims to understand its users with face, emotion and speech application program interfaces (APIs).Additionally, Microsoft-owned Skype offers real-time AI language translations. This translation system will recognise users speech and convert it into translated text as you speak.And after joining other tech giants to form Partnership in AI in 2016, we'll soon see Microsoft making even bigger moves in artificial intelligence.6. UberIn December 2016, Uber acquired Geometric Intelligence, an AI startup cofounded by noted scientists aiming to 'redefine the boundaries of machine learning'. In this strategic move, Geometric Intelligence's 15 employees will create a new and dedicated AI lab based at Uber's headquarters in San Francisco."In spite of notable wins with machine learning in recent years, we are still very much in the early innings of machine intelligence. The formation of Uber AI Labs, to be directed by Geometric’s Founding CEO Gary Marcus, represents Uber’s commitment to advancing the state of the art, driven by our vision that moving people and things in the physical world can be radically faster, safer and accessible to all," said Uber's Chief Product Officer Jeff Holden in a press release.With Uber investing heavily in autonomous driving technology, it's not a big surprise that it would invest in AI operations, potentially rivalling those of tech giants Google, Microsoft and Facebook.7. Facebook© iStock/LuchezarFacebook began helping blind people 'see' photos, in 2016, by using artificial intelligence to narrate them via its iOS app. By using neural networks, the Facebook app will generate a description for every photo e.g. 'three women smiling with champagne'.In addition, Facebook is reportedly using artificial intelligence to produce detailed maps illustrating population density and the access to internet across the globe. This should help Facebook bring internet to parts of the world that are without access.Facebook has also reported it's creating deep learning AI which aims to find out what matters to Facebook users.But, Facebook is definitely not new to the AI game. In 2010 it introduced facial recognition technology that could identify people in posted photos, and in 2013 Mark Zuckerberg dedicated a lab to AI research.Facebook says its plan for AI is to personalise what matters to each user, populating timelines with things they genuinely care about rather than people and posts they'd prefer not to see.8. Apple© iStock/Frazon1Apple is no stranger to AI, in 2016 it bought artificial intelligence startup Emotient, with plans to centre on facial recognition technology and customers reaction to ads.A year earlier, Apple acquired UK-based AI company Vocal IQ to help develop Siri further and use Vocal IQ's speech AI software.Previously, Vocal IQ had produced voice-control technology for General Motors, allowing users to turn on and off certain functions within the car via voice command - so its potential for internet of things based AI is high.As we know Apple is a pretty private company, however, it has illustrated how it intends to use AI for 'training image recognition algorithms', in an academic paper.9. IBM© IBMFamed for its Watson computer (a computer system capable of answering questions posed in natural language), IBM aims to use computers to extract meaning from photos, videos, text and speech. In 2011 Watson won the US quiz show Jeopardy, outperforming his human counterparts. What's more, IBM has teamed up with graphics processor Nvidia, which reportedly provides Watson with a response rate that is 1.7 times faster than before.IBM is also developing a teaching assistant app that will plan lessons based on approved material. Trials for this should begin next year in New York.10. Salesforce© MetaMindIn April 2016, Salesforce acquired MetaMind, an AI startup specialising in deep learning. Salesforce.com: The Customer Success Platform To Grow Your Business CEO Richard Socher stated in a blogpost:"With MetaMind and Salesforce.com: The Customer Success Platform To Grow Your Business coming together, we'll be able to offer customers real AI solutions with breakthrough capabilities that further automate and personalise customer support, marketing automation, and many other business processes."Previously, MetaMind had developed a unique system that runs on a short-term memory to answer questions that are in natural language. For example, when given a large piece of text, a MetaMind system should be able to answer questions like 'what is the overall sentiment?'Source-10 tech giants investing big in artificial intelligenceBazinga!..

If I am not planning to apply for a bank loan, why do I need a business plan?

A business plan is an effective means of defining your goals and the steps needed to reach them. It spells out your purpose, vision and means of operation. It also serves as your company's resume, explaining your objectives to investors, partners, employees and vendor.A business plan is used to help manage an organisation by stating ambitions, how they will be achieved, and exactly when.10 Components of a Good Business PlanExecutive Summary.Company Description.Market Analysis.Competitive Analysis.Description of Management and Organization.Breakdown of Your Products and Services.Marketing Plan.Sales Strategy.Financial ProjectionsRequest for Funding

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