AI agents for business & automation
Agents that complete tasks end to end - responding, classifying, updating systems and making decisions - with no human in the loop.
We build AI for business that plugs into your systems: a business chatbot or automation live in 3–5 weeks, and AI agents that run a whole process end to end. We run that same AI inside our own products, RoadProtect and Formalingo.
AI for business has moved from a futuristic promise to a daily working tool, and the practical question is where AI actually saves time, grows sales or improves service. DevShift is an AI software house that works in exactly that order: first we find the value, then we build AI agents, a business chatbot or automation that plug into the processes and systems you already run. AI for small businesses usually starts with one painful process; in larger companies it starts with connecting legacy systems and the data already sitting in them.
An AI software house isn't a monthly automation shop or a reseller of off-the-shelf tools. We engineer custom AI solutions from the ground up: we train custom models, connect LLMs like GPT and Claude to your data with RAG and semantic search, and build AI-powered document processing that understands context. We run that same AI inside our own products - smart fine analysis in RoadProtect and AI form building in Formalingo - so the experience comes from real production, not a slide deck.
AI agents for business aren't a gimmick - they're digital workers that run a whole process end to end, and we've built them across almost every field. A real-estate company that filters and prioritizes leads, a clinic that books appointments and answers inquiries, an e-commerce store that recommends products and handles returns, a law firm that extracts clauses from contracts, and a sales team that needs automatic lead qualification before a rep ever picks up the phone. For each one we built a focused agent wired into their systems.
AI doesn't stop at customer support. AI-driven customer experience follows the customer across the whole journey: instant 24/7 answers on their channel of choice, personalization based on their history, and timely reminders and retention. Instead of a customer stuck in a queue, you get a continuous experience that feels personal - and frees your team for what genuinely needs a human.
What we build
Agents that complete tasks end to end - responding, classifying, updating systems and making decisions - with no human in the loop.
Human-like chatbots that understand your customers, answer precisely and connect to your data - for both service and sales.
Models that analyze your business data and surface insights that translate into smarter decisions.
GPT and Claude integrated with semantic search over your internal data - accurate answers grounded in your own knowledge.
AI that reads, extracts and understands contracts, invoices and forms - turning them into structured data and actions.
ML models trained on your data and tuned to your exact business problem, not a generic template.
AI across the whole customer journey: instant 24/7 answers, personalization and proactive retention that lift customer experience and satisfaction.
Custom vs off-the-shelf
A custom AI agent is built for your workflows and grows with them. A generic chatbot or an off-the-shelf tool like ChatGPT isn't. Here's how that looks in practice.
| DevShift | Generic chatbot | ChatGPT / off-the-shelf | |
|---|---|---|---|
| Business fit | Tailored to your workflows, voice and brand | A fixed template with shallow tuning | Generic - doesn't know your business |
| Integrations & data | Connected to your CRM, systems and internal data | Limited, pre-built integrations | Runs disconnected from your systems |
| Security & GDPR | GDPR-compliant, encrypted, full data control | Your data sits with a third-party vendor | Data can leak into a public model |
| Code ownership | You fully own the code and the solution | Locked into a platform and a monthly fee | No ownership, full vendor lock-in |
| Scalability | Built to grow with your volumes and needs | Caps out as usage grows | Not built for production at scale |
How it works
A clear process that starts with measurable business value, not technology for its own sake.
We map your processes, identify where AI creates real value and define a focused use case.
We build a fast prototype on your real data, measure results and validate feasibility.
We build the solution with the technology that fits it best, connect to existing systems and process data securely.
Go-live with monitoring, performance measurement and ongoing tuning as more data flows in.
Why DevShift
We build our own AI products and deliver custom AI solutions - so we know what works in production and what only looks good in a slide deck.
Our products
Not a client portfolio - these are ours, and some are ventures we co-own with the Badger Group. It's how we know we can build yours.
FAQ
AI for business is the use of AI inside the workflows you already run, not a separate tool sitting on the side. In practice it covers four things: AI agents that run a whole process end to end, a business chatbot that answers customers on the channel they prefer, automation that classifies requests and updates systems, and document processing that pulls data out of contracts and invoices. The starting point is always your most painful process, not the technology.
AI development cost depends on complexity: a business chatbot or focused automation is significantly cheaper than a complex AI agent or a custom-trained model. After a short discovery call we'll send a detailed, transparent quote - including an estimate of expected return on investment.
A focused AI agent for business that handles one defined process is the most affordable entry point. The more tasks the agent runs, the more systems it connects to and the more complex its decisions, the larger the investment. We price against the value and time the agent saves, and after a short discovery call you'll get a transparent quote.
A business chatbot or simple automation usually goes live within 3–5 weeks. More complex AI agents, with deep system integration and document processing, take one to three months - depending on scope and the data available.
We work with the market's leading language models and advanced architectures for semantic search and data processing - and we're not locked into any vendor or technology. For every project we choose the tools and infrastructure that fit your needs and security requirements.
Yes, and it's a baseline requirement for us. We build GDPR-compliant AI solutions with encryption, data separation and full control over what is sent to external models. We can also run models in a private environment when regulation requires it.
Absolutely - it's our strength. We connect AI to your existing systems through clean APIs and integrations, exactly the way we embedded AI into our own products, RoadProtect and Formalingo, without rebuilding them from scratch.
A generic chatbot or an off-the-shelf tool like ChatGPT runs on a general template, stays disconnected from your systems and keeps your data with a third-party vendor. The custom AI solutions we build are tailored to your processes, connected to your CRM and internal data, GDPR-compliant, and the code stays yours - that's how AI agents for business give precise answers instead of generic ones.
We build both, and we build them around the systems you already run rather than replacing those systems with a new platform. An AI assistant for running your business connects to your CRM, finance system and calendar, answers questions from them in plain language, surfaces exceptions and stalled tasks, and takes actions on your behalf. When it needs a management interface of its own, we build that as a custom software product, the code stays fully yours, and you are not locked into a third-party monthly subscription.
AI-driven customer experience means instant 24/7 responses, personalization based on each customer's history, and timely reminders and retention - with no one waiting in a queue. A smart business chatbot handles the simple requests on its own and escalates only what truly needs a human, so both your customers and your team come out ahead.
Start with one defined process that eats the most time, not with a large AI program. AI for small businesses works best when you pick a single repetitive task, such as answering inquiries, booking appointments or qualifying leads, and build a focused solution that connects to the system you already use. A business chatbot or a focused automation goes live in 3–5 weeks; you measure the hours it actually saved, and only once it proves itself do you extend it to more processes.
We build a focused agent for one defined process, not a general agent that tries to do everything. The best-fit processes have clear rules and high volume: lead qualification and prioritization, appointment scheduling, answering recurring inquiries, document classification and extracting clauses from contracts. Processes that need rare judgment or carry legal responsibility stay with a person, and the agent only prepares the material. Every agent connects to your CRM and existing systems and updates them after each interaction.
Three kinds of vendors operate in Israel: AI consultants who advise without building, agencies that resell off-the-shelf tools on a monthly subscription, and software houses that engineer custom AI solutions from the ground up. We are the third kind: an Israeli AI company for businesses that runs AI inside its own products. When choosing, ask to see an AI system the vendor already runs for real clients, not a demo. Then confirm the code and data stay yours, the build is GDPR-compliant, and the integration with your systems is real.
Tell us about your business challenge and we'll get back to you within one business day.