
Quicker decisions and reports
Extract facts, summarise document sets, flag exceptions, and produce structured operational briefings.
We advise and create the systems that use AI to the fullest, from the use case to production and support. Case analysis, fast delivery, cost effectiveness.
GPT · Claude · Gemini · Llama · Mistral · Private models · Cloud · On-premises · Edge · Integration · Custom development
Impact
Concrete gains—not a catalogue of model names and solutions.

Extract facts, summarise document sets, flag exceptions, and produce structured operational briefings.

Classify requests, enrich records, recommend next actions, and trigger workflows without extra headcount.

Resolve routine requests with approved answers, and escalate complex cases to the right specialist.

Search policies, contracts, and archives through controlled retrieval—with citations and access rules intact.
Starting point
Exploring, piloting, or scaling—each stage requires different approaches to the AI integration.
Teams use public AI tools inconsistently. No approved data access, no governance, no clear use-case priority.
Prioritised use cases, data readiness review, business case, and implementation roadmap.
Run an AI opportunity assessmentHow we work
Put AI into processes you already run or build new products with models, retrieval, and control from day one. We outline, then ship.
We build platforms with AI inside
Core enterprise systems
Data & AI platforms
Customer service portals
Internal employee systems
Digital twins & Real-time decision-making
We implement AI in live processes
Decision analytics & reporting
Assistants & workflow automation
Vision & video intelligence
Document & content intelligence
Enterprise knowledge systems
Delivery
Process, users, data sources, baseline metrics, risks, and the success bar for the AI use case.
Architecture, model choice, RAG pattern, integrations, deployment, and governance controls.
AI application, pipelines, interfaces, evaluation, and monitoring—ready for production data.
Connect CRM, helpdesk, BI, document stores, and APIs under existing access rules.
Launch, measure accuracy, cost, and adoption—then improve from real usage.
AI solutions

Build products and operational systems with sensing, data, and AI designed in from day one—not bolted on after launch. Multimodal intelligence, computer vision, data platforms, product builds, and digital twins that teams can run.

Put AI into the workflows you already run—assistants, knowledge search, documents, models, recommendations, and enterprise integration under your access rules. From a sharp use case to measurable process change.

Run AI in production with cost, latency, and quality under control—cloud and platform engineering, inference optimisation, and managed support after go-live.
Integration architecture
From enterprise data through control and models into workflows you can measure.
Documents, CRM, tickets, BI, databases, IoT and video streams.
Permissions, governance, integrations, retrieval, evaluation.
LLMs, computer vision, recommendation engines, multimodal models.
Assistant, classification, report, recommendation, automated action.
Accuracy, speed, cost, adoption, and process KPIs.
CRM · Helpdesk · ERP · BI · Knowledge bases · Document management · Internal APIs · SQL and NoSQL databases · IoT platforms · Video systems
Set access rules by role, source, document type, and business function. AI receives only the information it is authorised to use.
Move from AI-generated insight to action by creating tickets, updating records, routing requests, triggering approvals, or notifying responsible teams.
Make responses easier to review with source references, confidence thresholds, conversation logs, and escalation paths for sensitive or uncertain requests.
Deployment
Cloud, private cloud, on-premises, or edge, matched to data sensitivity, latency, and cost.
Fastest access to current models when data can leave the perimeter.
Dedicated capacity and stronger governance without owning the hardware.
Sensitive AI workloads stay inside your network and access model.
Inference next to cameras, sensors, or plants when latency cannot wait.


Industries
Work
Public sector · Agriculture
Document workflows · Assistants · Low-code
AI-assisted award management for 4k applications

HR tech · Hospitality
Recommendations · Marketplace · ATS
AI matching for 1.2k+ hospitality employers and 15k+ candidates

Aviation · Operations
Digital twin · Computer vision
Digital twin + AI video analytics for airport security and passenger flow

Gaming · Esports
Matchmaking · Video analytics · Fraud controls
AI-enabled tournament operations for fairer competition

Next step
We will advise on the approach, then build or improve the product. Data, integrations, deployment, and success metrics included.
