Service
AI
Practical AI, wired into your real systems, automations that remove busywork, agents that complete multi-step tasks, and MCP servers that connect your tools to assistants like Claude. Built to ship and be trusted in production.
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AI — delivered by ByteShifted
What we deliver
Everything inside AI
Each card below is a service we deliver end-to-end. Jump straight to the one you need.
AI Automations
- We build AI automations that take real work off your team's plate: reading and routing documents, extracting and validating data, drafting responses, summarising threads, and keeping systems in sync. Each pipeline is wired into your existing stack — email, CRM, ERP, spreadsheets, and internal APIs — so the output lands where work actually happens.
- Reliability comes first. We pair LLMs with deterministic checks, schema validation, and fallbacks so results are consistent and auditable rather than best-effort. Where a task needs judgment, we add human-in-the-loop review and clear confidence thresholds.
- You get measurable outcomes — hours saved, faster turnaround, fewer errors — with monitoring and logs so you can see exactly what ran, what it decided, and why.
AI Agents
- AI agents go beyond single prompts: they plan, call tools, read and write to your systems, and work through multi-step tasks toward a goal. We design agents around concrete jobs — research and enrichment, ticket resolution, onboarding, back-office operations — grounded in your own data.
- We build in guardrails from day one: scoped permissions, human approval on sensitive actions, rate limits, and typed tool interfaces so an agent can only do what it's allowed to. Every run is observable, with traces of each decision and tool call.
- The result is an agent you can actually deploy — useful, safe, and improvable — not a demo that breaks on the first edge case.
MCP Server Development
- The Model Context Protocol (MCP) is the open standard for connecting AI assistants to real tools and data. We build custom MCP servers that expose your systems — databases, internal APIs, SaaS platforms, and workflows — to assistants like Claude in a structured, secure way.
- Our MCP servers are typed and permissioned: each tool and resource has a clear schema, scoped access, and auth wired to your identity provider, so assistants get exactly the capabilities you intend and nothing more. We handle transport, error handling, and rate limiting for production use.
- Whether you want your team querying internal data from Claude, triggering workflows, or giving a product AI features backed by your own systems, we design, build, and operate the MCP layer end to end.
