AI Solutions / Production engineering

Production AI.
Engineered to deploy faster.

From autonomous agents and enterprise knowledge systems to multimodal intelligence, predictive AI and digital twins — we engineer AI into the workflows and systems that run your business.

Built on reusable accelerators, production frameworks and enterprise integration patterns that help teams move from opportunity to working AI faster.

Reusable accelerators · Battle-tested engineering · Enterprise-ready architecture

Beyond the copilot

Enterprise AI is moving from answers to actions.

01 / 06

Generate

Content · Summaries · Q&A

02 / 06

Understand

Knowledge · Documents · Images · Voice

03 / 06

Reason

Planning · Decision support · Simulation

04 / 06

Act

Agents · Tool calling · System updates

05 / 06

Orchestrate

Multi-agent systems · Enterprise workflows

06 / 06

Optimise

Prediction · Digital twins · Continuous decisioning

The next generation of enterprise AI doesn't just answer questions. It reasons across enterprise context, interacts with systems and helps execute work.

What we build

AI systems designed around business outcomes.

Start with the business problem — not the model.

Agentic AI / 01

Autonomous Enterprise Agents

Agents that understand goals, reason across enterprise context and execute multi-step work with human approval where it matters.

Applications

Customer operations · Finance workflows · Procurement · Sales operations

Agentic AI / 02

Multi-Agent Operations

Specialist agents collaborating across complex, cross-system operational workflows.

Applications

Supply chain · Research-intensive processes · Enterprise operations

Knowledge & GenAI / 03

Enterprise Knowledge Intelligence

A permission-aware intelligence layer across fragmented documents, systems and institutional knowledge.

Applications

Policy intelligence · Enterprise search · Support knowledge

Knowledge & GenAI / 04

AI Research & Intelligence Systems

Evidence-backed research across internal and external sources, from investigation to cited synthesis.

Applications

Financial research · Due diligence · Account intelligence · Risk analysis

Multimodal AI / 05

Multimodal Intelligence

Systems that understand documents, images, video, voice, sensor readings and structured data together.

Applications

Claims intelligence · Medical information · Construction monitoring

Multimodal AI / 06

Enterprise Voice Agents

Real-time conversational agents connected to enterprise knowledge and workflows, with clear human handoff.

Applications

Customer service · Appointment management · Field operations

Decision Intelligence / 07

AI Decisioning Systems

Combine prediction, enterprise data, rules and AI reasoning for explainable operational decisions.

Applications

Credit decisioning · Fraud · Pricing · Underwriting

Industrial AI / 08

AI Digital Twins

Dynamic representations of physical and operational environments for simulation and optimisation.

Applications

Production lines · Warehouses · Hospitals · Airports

Decision Intelligence / 09

Predictive Operations

Anticipate operational events using machine learning and live data before they become problems.

Applications

Predictive maintenance · Demand forecasting · ETA prediction

Multimodal AI / 10

Computer Vision Intelligence

Convert visual information from images and video into usable operational intelligence.

Applications

Quality inspection · Asset inspection · Visual search

AI Automation / 11

Intelligent Document Operations

Move beyond OCR into document understanding, exception handling and workflow execution.

Applications

Invoices · Contracts · Claims · KYC documents

AI Automation / 12

AI-Powered Software Engineering

Apply AI to legacy understanding, modernisation, testing and engineering delivery.

Applications

Legacy modernisation · Platform migration · Test automation

Synoria accelerators

Don't start every AI system from zero.

Reusable engineering frameworks for the parts of production AI teams otherwise rebuild project after project.

These are adaptable engineering patterns and building blocks, not packaged SaaS products or a substitute for client-specific engineering.

01 / FRAMEWORK

AgentFoundry

Enterprise agent framework

A reusable foundation for agent orchestration and controlled enterprise actions.

Building blocks

Tool registryState & memoryHuman approvalsRole-based accessAudit trailsModel routing
02 / FRAMEWORK

Synoria KnowledgeCore

Enterprise RAG & GraphRAG framework

Knowledge architecture for retrieval grounded in enterprise permissions and evidence.

Building blocks

Document ingestionHybrid retrievalGraph retrievalRerankingCitationsEvaluation
03 / FRAMEWORK

AgentOps Control Layer

Agent evaluation & observability

Trace, test and understand what agents do in real workflows.

Building blocks

Tool-call trackingTrajectory evaluationQuality scoringCost monitoringFailure analysisRelease gates
04 / FRAMEWORK

Enterprise AI Gateway

Secure model access layer

A controlled boundary for model access, routing, policies and usage.

Building blocks

Multi-model accessAuthenticationUsage controlsPrompt policiesAudit logsFallbacks
05 / FRAMEWORK

DocIntelligence Engine

Multimodal document framework

Reusable patterns for complex document understanding and review.

Building blocks

Layout parsingClassificationExtractionConfidence scoringHuman reviewWorkflow routing
06 / FRAMEWORK

Multi-Agent Orchestration Blueprint

Complex workflow framework

A reference architecture for coordinating specialist agents across tasks and systems.

Building blocks

PlannerShared stateTask handoffsApproval gatesFailure recoveryAudit trail
07 / FRAMEWORK

AI Evaluation Harness

Production quality framework

A repeatable way to evaluate AI behaviour before and after release.

Building blocks

Golden datasetsGroundednessTask completionRegressionSafetyHuman review
08 / FRAMEWORK

Enterprise Connector Library

Integration patterns

Reusable ways to connect AI to the systems where enterprise work happens.

Building blocks

SAPSalesforceServiceNowSharePointData warehousesEnterprise APIs

Spend engineering time on your business problem.
Not rebuilding AI plumbing.

Without reusable frameworks

Architecture setupModel integrationAuthenticationRetrievalLoggingEvaluationGuardrailsConnectorsMonitoringDeployment

Then: business logic

With Synoria accelerators

01Reusable foundation
02Client systems + data
03Business logic
04Validation
05Production

Accelerators compress engineering setup — they don't replace custom engineering.

From capability to outcome

Choose how much ownership you want us to take.

01 / 03

AI Specialists

Staff Augmentation

Add specific AI engineering expertise into your existing team.

Capability gaps · Specialist roles · Scaling teams

02 / 03

Dedicated AI Team

Cross-functional AI pod

Deploy a complete team around an AI initiative.

Architecture · GenAI · Data · Backend · MLOps · QA

03 / 03

AI Solution Delivery

Fixed-bid / outcome delivery

Synoria owns a defined AI outcome from architecture through production.

Scope · Build · Validate · Deploy

All three models draw from the same 10,000+ engineering network.

AI in the real world

What production AI looks like.

Illustrative use cases and outcome figures; not independently verified client results.

Logistics

Autonomous Supply Chain Control Tower

40% ↓

Disruption response time

11

People deployed

MULTI-AGENT AI · PREDICTIVE AI · OPTIMISATION

Financial Services

Financial Crime Knowledge Graph

3.2×

Investigation coverage

8

People deployed

KNOWLEDGE GRAPH · GRAPH AI · ML

Healthcare

Hospital Operations Digital Twin

22% ↑

Capacity utilisation

9

People deployed

DIGITAL TWIN · PREDICTIVE AI · OPTIMISATION

Manufacturing

AI Production Digital Twin

18% ↑

Production throughput

10

People deployed

DIGITAL TWIN · SIMULATION · INDUSTRIAL AI

Travel & Aviation

Airline Operations Recovery Agent

40% ↓

Recovery planning time

12

People deployed

MULTI-AGENT AI · OPTIMISATION · DECISION AI

Enterprise Operations

Enterprise Knowledge Graph & GraphRAG

4×

Complex query resolution

9

People deployed

GRAPH RAG · KNOWLEDGE GRAPH · GEN AI

Engineering depth

10,000+ engineer network across AI, data, cloud, applications and enterprise platforms.

Reusable frameworks

Building blocks designed to reduce repeated setup work.

Production orientation

Evaluation, security, observability and integration designed in.

Flexible delivery

One specialist, a complete team or defined outcome ownership.

Your AI outcome

Bring us the problem.
We'll engineer the RoAI around it.

Whether you're building your first production AI system or scaling agents across the enterprise, Synoria brings the frameworks, engineering capability and delivery model to move from opportunity to production.

AI specialists   ·   Dedicated teams   ·   Fixed-bid delivery