AI Automation Infrastructure You Own, Not Rent

Build automation systems with flexible deployment—cloud today, local when economics make sense. No API vendor lock-in. Complete transparency and explainability.

Flexible Deployment
Cost Optimized
Explainable AI
Audit Ready
AI Technology Network
5-10x
Efficiency Gains

The AI Ownership Approach

Design for ownership and cost control. Start with cloud, migrate to local when economics make sense. No vendor lock-in, complete architecture portability.

API Price Hostage Situations

Businesses locked into expensive API pricing with costs spiralling as usage grows. No control over pricing changes.

Black Box AI Systems

No visibility into how AI makes decisions. Compliance nightmares and zero accountability when things go wrong.

Single Vendor Dependency

What happens when OpenAI has an outage? When your vendor changes terms? When they shut down an API?

Data Control Concerns

Your sensitive business data flowing through third-party APIs. Who has access? Where is it stored? How is it used?

Flexible AI Deployment

  • Start with cloud AI (£20-100/month)
  • Migrate to local when ROI clear (>£200/month API bills)
  • IBM Granite runs cloud OR local (no vendor lock-in)
  • Multi-provider fallbacks for resilience
  • Architecture designed for portability

Architecture You Own

  • Design for ownership from day one
  • Deploy on cloud or your servers—your choice
  • Meet compliance requirements (GDPR, SOX)
  • No vendor lock-in or surprise price changes
  • Complete system portability

Mathematical Verification

  • Math compiler proves calculations correct
  • Zero math errors in invoices and financial decisions
  • Every calculation traceable and verifiable
  • Compliance-ready mathematical proofs
  • Beyond statistical pattern matching

Ethical AI Framework

  • Philosophy Framework integration available
  • Balance decisions across 6 stakeholder groups
  • Teleology, epistemology, ontology foundations
  • See how decisions affect all stakeholders
  • Open-source philosophical layer

Economics of AI Deployment

£50-100/month

Small business cloud AI

€184/month

Local GPU server (8B models)

ROI at scale

Local pays off at >£200/month API bills

Flexible
Deployment options
Cloud or local, you choose
Zero
Math errors
Compiler-verified calculations
100%
Portability
Your architecture, your choice
6
Stakeholder groups
Ethical decision framework

Design for Ownership, Deploy for Economics

We architect systems for cost control and portability. Start with cloud AI, migrate to local when ROI is clear. No vendor lock-in, complete flexibility.

Book Your Free Consultation

Military-Grade Security From Day One

While others rush to market with vulnerable systems, we build security into every layer.

Recent Research: 43% of AI automation systems have critical security flaws.

We Address This Head-On

Our 5-layer defense system protects against prompt injection, command injection, and data exfiltration. Every client deployment is security-audited before going live.

Input Validation

Every input is validated, sanitised, and checked against strict schemas before processing. Malicious patterns are blocked automatically.

Prompt Injection Defense

Clear separation between system instructions and user data. AI cannot be tricked into executing malicious commands hidden in documents or inputs.

Sandboxed Execution

Every workflow runs in isolated containers with minimal permissions. Even if compromised, damage is contained and cannot spread.

Real-Time Monitoring

24/7 anomaly detection alerts us to suspicious patterns. Human review for high-risk operations. Complete audit trails for compliance.

Automated Security Testing

Open-source AI red teaming tools (Giskard, PyRIT) test every deployment. Automated adversarial prompts, injection attempts, and vulnerability scans before go-live.

Network Segmentation

AI systems isolated from critical databases and external networks. Monitored proxies for all API calls. Defense-in-depth architecture.

Typical AI Consultancy

  • Rush to market, security is afterthought
  • No protection against prompt injection
  • Unsanitised inputs processed directly
  • Single point of failure architecture
  • No anomaly detection or monitoring
  • When breach occurs, scramble to fix

Auspexi Security-First

  • Security built in from day one
  • 5-layer defense against all attack vectors
  • Input validation on every interaction
  • Multi-layered redundancy (no single point of failure)
  • Real-time threat detection and alerting
  • Automated security testing (open-source tools)
  • Professional red team when you scale (optional)
  • Client security dashboard access

Security Included Standard

Unlike competitors who charge extra for "enterprise security," we believe security is fundamental. All clients get military-grade protection at no additional cost.

Pre-Deployment Testing

Automated security scans before every launch

Adversarial Testing

Open-source AI red teaming tools (Giskard, PyRIT)

Security Dashboard

Real-time monitoring and threat detection

Incident Response

24-hour response SLA for security events

Compliance Documentation

Audit-ready security reports on demand

Professional Red Team

Optional annual engagement with certified experts

Sleep Soundly Knowing Your AI Is Protected

Request our security whitepaper to see how we defend against the latest AI attack vectors including prompt injection, tool poisoning, and data exfiltration.

Request Security Whitepaper

Transparent AI You Can Trust

Every decision comes with a clear reasoning trail. No black boxes.

Most AI consultancies deliver black boxes. We deliver glass boxes.

Complete AI Explainability & Audit Trails

When AI makes a decision that affects your business, you need to know why. Our explainability layer captures every reasoning step, making AI decisions transparent, auditable, and compliant.

Visible Logic

See exactly why AI chose option A over B. Every decision includes the reasoning process, alternatives considered, and confidence scores.

Mathematical Proof

Math compiler verifies every calculation. Zero math errors in invoices, ROI projections, or financial decisions. Beyond pattern matching.

Audit Ready

Complete decision history for compliance (GDPR, SOX, industry regulations). Export reports in PDF, JSON, or CSV format for auditors.

Ethical Framework

Philosophy Framework integration balances decisions across 6 stakeholder groups: customers, employees, community, environment, suppliers, shareholders.

Confidence Scoring

Understand when to trust vs. verify. AI provides confidence levels for every output, flagging uncertain decisions for human review.

Human Oversight

Easy review and override dashboard. Humans stay in control with clear workflows for reviewing low-confidence or flagged decisions.

Traditional AI (Black Box)

  • No visibility into decision-making
  • Compliance nightmares
  • Can't explain to regulators
  • When it fails, you don't know why
  • Impossible to improve systematically

Auspexi AI (Glass Box)

  • Complete reasoning capture
  • Full audit trails included
  • Regulator-ready reports
  • Mathematical verification
  • Ethical stakeholder balancing
  • Root cause analysis built-in
  • Continuous improvement through data

AI Explainability & Audit Package

+£400/month
Added to any service tier
Reasoning Capture

Every AI decision logged with full reasoning trail

Math Verification

Math compiler proves calculations correct

Compliance Reports

Monthly audit-ready reports (PDF/JSON/CSV)

API Access

Call our explainability API for on-demand insights

Human Review Dashboard

Review and override low-confidence decisions

Audit Assessment

Quarterly compliance readiness review

Philosophy Framework Integration

+£300/month
Ethical AI decision-making
Stakeholder Balance

Configure priorities across 6 groups

Impact Analysis

See how decisions affect all stakeholders

Philosophical Foundations

Teleology, epistemology, ontology

Ethical Reports

Stakeholder impact documentation

Custom Frameworks

Tailor to your values and priorities

Open Source

Built on philosophyframework.com

Technology That Works For You

Future-proof architecture built on open standards, not proprietary platforms.

IBM Granite AI Engine

IBM Granite AI

Flexible deployment (cloud or local)

View Capabilities
  • Enterprise-grade AI trained on 12 trillion vetted tokens
  • IBM IP indemnity coverage (uncapped protection)
  • Industry-leading safety and governance built-in
  • Optimised for RAG, tool calling, and enterprise tasks
  • Deploy via cloud API OR local on your infrastructure
  • Apache 2.0 licensed (no vendor lock-in)
  • Local deployment: €184/month GPU server (Granite 8B models)
  • Cloud deployment: £20-100/month (ideal for starting out)
Multi-Provider Architecture

Multi-Provider Resilience

Never a single point of failure

View Capabilities
  • Anthropic Claude for complex reasoning tasks
  • Automatic failover between providers
  • Cost-optimised routing (expensive AI only when needed)
  • Multi-provider resilience (never dependent on one vendor)
  • Architecture supports easy provider switching
MCP Protocol

MCP Protocol

Future-proof integration

View Capabilities
  • Model Context Protocol for universal AI connections
  • Not locked to any vendor's ecosystem
  • Easy integration with new AI models as they emerge
  • Standardised tool-calling across all models
  • Open-source and extensible
Flexible Infrastructure

Flexible Infrastructure

Cloud today, local when economics make sense

View Capabilities
  • Start with cloud deployment (£20-100/month)
  • Migrate to self-hosted when ROI clear (>£200/month API bills)
  • Complete data ownership and control (local deployment)
  • Meet any compliance requirement (GDPR, SOX, HIPAA)
  • Architecture designed for portability and flexibility
  • No vendor can lock you in or change terms

Why This Stack Matters

Enterprise-Grade Foundation

IBM Granite AI trained specifically for business use with governance, safety, and compliance built-in

IP Indemnity Protection

IBM provides uncapped indemnity for third-party IP claims on Granite models—unique among open-source AI

Deployment Flexibility

Start with cloud (£20-100/month), migrate to local when ROI justifies it (>£200/month API bills = €184/month GPU server pays for itself)

Multi-Provider Resilience

If one provider fails, automatic failover ensures your systems never stop working

Cost Control

Architecture designed for ownership—cloud deployment until scale justifies local infrastructure investment

Superior Safety

Granite's industry-leading robustness against adversarial prompts protects your business

No Vendor Lock-In

Apache 2.0 license plus MCP protocol means you're never trapped with one provider

Future-Proof Architecture

As AI models improve, we integrate them seamlessly. Your infrastructure remains stable

Seamless Integrations

We work with the tools you already use, reducing risk and accelerating implementation.

Google Workspace

Microsoft 365

Zapier

Salesforce

Xero

HubSpot

Slack

Notion

+ Many more through custom API connections

How We Work Together

A collaborative, transparent approach that ensures your AI infrastructure delivers measurable value.

1

Discover & Assess

Map your workflows, identify automation opportunities, and assess deployment options based on your current costs and scale.

2

Design Architecture

Create a resilient, multi-provider architecture tailored to your needs. Cloud start for quick wins, with clear path to local deployment when ROI justifies it.

3

Build & Deploy

Implement on your chosen infrastructure with complete explainability and mathematical verification built-in. Test thoroughly before going live.

4

Monitor & Evolve

Continuous improvement through audit trails and reasoning analysis. Track costs and optimize deployment strategy as you scale.

1

Start Smart

Begin with one high-impact workflow on cloud infrastructure. Prove the value quickly with minimal upfront investment, then expand strategically.

2

Expand Strategically

Add explainability and audit capabilities. Connect workflows to create compound efficiency gains. Track API costs to identify optimal migration timing.

3

Scale With Confidence

When API bills exceed £200/month, migrate to local deployment (€184/month GPU server). Your architecture was designed for this from day one.

Measuring Impact

Transparent tracking helps you see the value of your investment at every stage.

Efficiency Metrics

  • Time saved per workflow
  • Tasks automated per day
  • Error reduction rates
  • Team productivity gains

Cost Metrics

  • API costs vs local infrastructure costs
  • ROI calculations and break-even analysis
  • Cost per transaction tracking
  • Migration timing recommendations

Quality Metrics

  • Decision accuracy rates
  • Confidence score distributions
  • Human override frequency
  • Compliance adherence

What You Can Expect

Complete Transparency

Full visibility into costs, decisions, and system performance at all times

True Ownership

Your architecture, your data, your control. Deploy cloud or local based on your economics

Ongoing Partnership

Available for optimization, troubleshooting, and strategic guidance as you grow

Investment & Packages

Transparent pricing designed for rapid ROI. Own your infrastructure, control your costs.

These are starting points for our conversation. Every business is unique—let's discuss your specific needs and design the right package for you.

Small Business
1-2 workflows
£2,000-£3,000
Setup + £300-£500/month
  • 1-2 automated workflows on cloud infrastructure
  • Flexible deployment architecture
  • Multi-provider fallback
  • Team training and documentation
  • Monthly maintenance and updates
  • Email support
  • Add Explainability: +£400/month
  • Add Philosophy Framework: +£300/month
Get Started
Enterprise
6+ workflows
£8,000-£12,000
Setup + £1,200-£1,800/month
  • Enterprise-wide AI infrastructure
  • Local deployment on your infrastructure
  • Advanced explainability and compliance
  • Mathematical verification included
  • Internal MCP knowledge server
  • Deep partnership with strategic guidance
  • Dedicated support and SLA
  • Explainability & Philosophy Framework included
Get Started

Optional Add-Ons

+£400/month

Explainability & Audit Package

+£300/month

Philosophy Framework Integration

Both Included

In Enterprise tier

Infrastructure costs: Small clients typically start with cloud deployment (£20-100/month AI APIs) on £30/month hosting infrastructure.

Local deployment economics: GPU server (€184/month) becomes cost-effective when API bills exceed £200/month. We help you determine the right time to migrate.

No vendor lock-in: Architecture designed for portability—cloud today, local tomorrow, or switch providers anytime. You own the architecture.

Every engagement starts with a free consultation where we assess your needs and provide a detailed, fixed-price proposal with clear deployment recommendations.

Let's Build Your AI Infrastructure

Free consultation to explore how flexible, explainable AI deployment can transform your business—cloud today, local when economics make sense.

Get Started Today

We'll discuss your needs, assess your current costs, and explore deployment options—cloud, local, or hybrid based on your economics.

Contact Information

Email

Response within 24 hours

Location

Guildford, Surrey, UK

Remote consultations available

Consultation

60-minute strategic assessment

Free, no obligation

What to Expect

  • Analysis of your current infrastructure and costs
  • Cloud vs local deployment economics assessment
  • Preliminary architecture design
  • ROI projections and migration timeline
  • Explainability and compliance discussion