AI chatbots
Customer-facing or internal — trained on your docs, your tone, your product. With escalation rules that respect users.
- RAG over your docs
- Tone-of-voice tuning
- Hand-off rules
- Multi-language
Chatbots, workflow tools, internal knowledge assistants, support automation, document processing and reporting automation. We build for the workflow your team runs Tuesday morning — not the keynote stage.
Every workflow we ship has the same shape — input, model step, confidence gate, human review when stakes are real, action. Visible, traceable, debuggable.
Every step is logged: input, prompt version, model, output, latency, cost. Reproducible answers, debuggable failures.
Customer-facing or internal — trained on your docs, your tone, your product. With escalation rules that respect users.
AI inside the workflow, not bolted onto it. Triage, summarise, classify, route — humans approve consequential calls.
RAG over docs, runbooks, Slack and tickets. Your new hire's first colleague is the org's institutional memory.
Suggested replies in your agent UI, auto-classification, and clean hand-off when confidence drops below threshold.
Extract structured data from invoices, contracts, forms or PDFs. With confidence scores and review queues.
Weekly business summaries, anomaly alerts and natural-language Q&A over your real data — not stitched dashboards.
AI that ships to real users needs more than a clever prompt. These are the four properties we build in from day one — not after the first incident.
We deploy to your cloud or ours-on-your-account. No model provider sees what they shouldn't.
Every release ships with a real eval suite — accuracy, hallucination rate, refusal rate — and you see the numbers.
AI proposes. Humans approve when stakes are real. Confidence gates are explicit, not hidden.
Input, prompt version, model, output, latency, cost — all logged. You can reconstruct any answer.
Already running an AI feature that’s drifting? We also do focused eval-and-harden engagements — bring us a system, we’ll bring you a real failure-mode report and a plan to fix it. Start there.
If something isn’t covered here, write to hello@corefluxsolutions.com — you’ll get a real answer within a working day.
Drop your email and a line about the problem. We'll reply within one working day.
Or write directly to hello@corefluxsolutions.com — we read everything.