Agentic AI for the enterprise

Unlock your data.
Speak to your customer.

Systemex builds agentic AI for two places it matters most — inside the data your enterprise already owns, and on every voice channel where your customers reach out. Two products. One operating layer. Measurable lift to efficiency and bottom line.

Why Systemex

A single AI fabric for data and conversation.

Most AI projects stall because data isn't ready, governance is brittle, and channels don't talk. Systemex collapses those problems into one platform — the data brain (DiLumi) and the voice front-end (DiVox) — designed to ship into production, not just demos.

/ 01

Connect, then understand.

Plug DiLumi into databases, lakes, SaaS, and documents. Our agentic layer reads your schemas, proposes data definitions, and surfaces meaning automatically — humans refine the last 10% for the perfect outcome.

/ 02

Govern by design.

Privileges, access tiers, and audit trails sit at the data level — not bolted on. Categorise, modularise, and lineage every field so reporting and AI consumption stay safe by default.

/ 03

Prompts, skills, action flows

Compose what your AI does — natural-language prompts, reusable skills, and multi-step action flows — without leaving the platform.

/ 04

Autonomous voice agents

DiVox creates human-like agents — sales, support, knowledge — escalating to humans and CRMs only when it should.

/ 05

Insight, on demand

Prompt-based deep analysis with Gen AI text and chart outputs — pinned to personal dashboards and shared safely.

/ 06

Omni-channel, end to end

Voice, chat, email, and digital — one agent layer, one data brain, consistent answers across every channel.

AI Solutions · 01

DiLumi — the enterprise data brain.

Bring the unique value proposition to easily enable complex enterprise data with agentic AI. Connect, govern, modularise, prompt, and act — without the eighteen-month integration project.

DiLumi's agentic layer reads your enterprise as it actually is — messy schemas, half-documented columns, scattered SaaS — and turns it into a governed, queryable foundation that AI and humans can both trust.

  • AConnect to a wide array of sources.Databases, warehouses, SaaS APIs, files, and document stores. The AI agent proposes a data definition for each table, field, and relationship the moment it lands.
  • BGovern data and security.Refine the AI's definitions, set access privileges by role and field, and lineage every change. Reporting stays safe; AI stays bounded.
  • CModularise for easy reporting.Tag, category, and module structure means the same governed data feeds dashboards, analytics, and downstream agents — without duplication.
  • DPrompts, skills, action flows.Compose how the AI behaves — system prompts, reusable skills, and chained action flows — in a no-code studio.
  • EDeep analysis, pinnable insights.Prompt-based Gen AI outcomes (text, tables, chart descriptions) can be pinned to a personal dashboard and shared with the right people.
  • FWeb-aware research mode.Optional web grounding lets DiLumi propose external context — competitor moves, market data, regulation updates — alongside your internal answer.
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AI Solutions · 02

DiVox — autonomous voice that listens, reasons, acts.

Voice services built on top of your DiLumi data brain. Customer support, knowledge base, sales qualification — first and second-line, in any business domain, in over 30 languages.

DiVox is a production-grade voice layer: hyper-realistic speech, real-time reasoning against your governed data, and clean handover to humans and CRMs the moment a call needs it.

  • A1st & 2nd-line support, any domain.Healthcare triage, financial enquiries, retail order status, utilities — DiVox grounds every answer in your DiLumi data, not generic web text.
  • BKnowledge-base fluency.Trained on your policies, products, and procedures — with live escalation when the policy changes or the customer's intent moves outside scope.
  • CAuto-escalation to CRM & helpdesk.Tickets open in Salesforce, Zendesk, ServiceNow, HubSpot, and Dynamics with full transcript, summary, sentiment, and recommended next action.
  • DHyper-realistic, multilingual.Natural prosody, sentiment-aware tone, 30+ languages — including under-served accents that general-purpose ASR struggles with.
  • ECoaching for human agents.The same engine that runs autonomous calls also assists humans live — surfacing the right answer, the right tone, the right next step.
  • FCompliance & quality, by default.Real-time redaction, on-call quality scoring, and full audit trails meet UK GDPR and sector-specific obligations.
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Industry verticals

Built for the complex sectors.

DiLumi and DiVox slot into regulated, high-volume environments — bringing measurable lift to every channel a customer touches and every decision your operators take.

Financial Services

KYC, fraud triage, intelligent collections and loan-status calls — grounded in governed customer data, audited end-to-end.

BankingInsuranceLending

Healthcare

Patient triage, appointment booking, prescription queries and benefit comprehension — with clinical-grade safety guards and human escalation.

ProvidersPayersPharma

Retail & eCommerce

Order status, returns, loyalty queries — with live up-sell coaching for human agents and 24/7 self-service for the rest.

D2CMarketplacesLoyalty

Telecoms & Utilities

Outage reporting, plan upgrades, meter and billing enquiries — at peak-volume scale, with regulatory-safe transcripts.

TelcoEnergyWater

Public Sector

Citizen services, benefits triage, appointment routing — multilingual, accessible by design, and aligned to UK GDPR.

CentralLocalHealth

Travel & Hospitality

Booking changes, disruption handling, loyalty and concierge — calm, multilingual, and on every channel the guest uses.

AirHotelOTA
Happy customers

Outcomes you can measure.

A selection of quotes from teams running Systemex in production. Names anonymised pending case-study release.

DiVox handled 71% of inbound calls inside the first quarter. The team finally has time for the conversations that actually need a human.

RM
Rita M.Head of Customer Operations · Specialty insurer

DiLumi turned three months of data prep into three days. Our analysts now ship dashboards on the same week leadership asks for them.

JK
James K.Director of Data · Multinational retailer

Governance was the blocker. With access privileges set at the field level, our risk team signed off on AI access in two weeks, not two quarters.

SL
Sara L.CISO · UK challenger bank

The voice quality is genuinely indistinguishable on a noisy line. We trialled four vendors — none of the others could hold a real conversation.

MA
Michael A.VP Service · Energy provider

First-contact resolution went from 64% to 86% in one quarter and the AHT dropped 42%. We extended the contract before the pilot finished.

EP
Elena P.COO · Healthcare network
About Systemex

A UK R&D house — agile, AI-native, opinionated.

Systemex is a research and engineering company building agentic AI products for the enterprise. Our R&D centre is staffed with applied AI scientists and full-stack engineers — set up to ship to production, not to write white papers.

We build the AI we'd actually deploy in our own businesses — governed by default, fluent in voice, and proven on real data.

Systemex was founded on a simple observation: most enterprise AI demos look great and most enterprise AI projects don't ship. The blocker is rarely the model — it's the data underneath, the governance around it, and the channels in front of it. So we built for all three.

Our R&D centre runs an agile, AI-tooled development approach: paired research and engineering, continuous integration of new models, and dedicated squads for custom builds and integrations. Every product team has a research seat at the table, and every research finding has an engineer ready to land it in production.

Inside the R&D centre

Applied AI Researchers ML Engineers Speech & ASR Engineers Data Engineers Platform Engineers MLOps Full-stack Engineers Solution Architects Product Designers Product Managers Agile Coaches Security & GRC Integration Engineers Customer Engineers
30+
Languages live in DiVox
86%
Avg. first-contact resolution
−47%
Avg. handle time reduction
14d
Median pilot to live
100%
UK-hosted, GDPR-aligned
24/7
Operational support
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