Multi site healthcare group
500+ staff, 4.5 month engagement.
25 to 30%
increase in operational efficiency
Client name withheld under NDA.
AI Solutions
A board ready AI roadmap, before the budget is committed.
Most enterprise AI stalls at the pilot stage because there is no defensible business case, no governance model and no clarity on whether data and systems can support it. We fix that first.
HIPAA awareSOC 2 (in progress)ISO 27001 (in progress)5.0 on Clutch
Where organisations get stuck
We ran a pilot and it never reached production.
Leadership wants an AI plan and we cannot agree on priorities.
Every business unit has its own AI idea and none are costed.
Nobody can tell us whether our data can actually support this.
The cost of getting this wrong
Wasted pilot spend
Teams build proofs of concept that were never viable at production scale, and the budget is gone before value appears.
No executive mandate
Without a costed business case, AI stays a side project that loses to operational priorities every quarter.
Governance exposure
AI deployed without a risk and compliance framework creates audit findings that are expensive to remediate later.
Vendor lock in
Buying tools before defining the architecture leaves you paying for overlapping platforms you cannot integrate.
What we deliver
Enterprise AI opportunity assessment
We map where AI can move your operating metrics across every business unit. You get a scored inventory of opportunities, not a generic list of AI trends.
Data and systems readiness audit
We assess whether your data quality, architecture and integrations can support the use cases you want. Every gap comes with a concrete remediation step.
Prioritised use case portfolio with ROI modelling
Each use case is sized for effort, value and risk. You get a defensible model showing payback period per initiative.
Build vs buy vs partner analysis
For each priority initiative we recommend whether to build custom, adopt a platform, or partner. You avoid paying to rebuild what already exists.
AI governance, risk and compliance framework
Policies for data handling, model oversight, human approval and audit. Written so you can present it to a board or regulator.
Phased transformation roadmap
A sequenced plan with owners, dependencies and timeframes across the next four to eight quarters. Designed to survive leadership review.
How we deliver
Phase 1
Discover
Stakeholder interviews across business units, process mapping and current state review.
- Deliverable:
- Current state assessment.
- Timeframe:
- Week 1
Phase 2
Assess
Data, systems and integration readiness audit against your target use cases.
- Deliverable:
- Readiness and gap report.
- Timeframe:
- Weeks 2 to 3
Phase 3
Prioritise
Score every use case on value, effort, risk and feasibility.
- Deliverable:
- Prioritised use case portfolio.
- Timeframe:
- Week 4
Phase 4
Model ROI
Cost and benefit modelling per initiative, with sensitivity analysis.
- Deliverable:
- ROI model and business case.
- Timeframe:
- Weeks 5 to 6
Phase 5
Roadmap and handover
Sequenced roadmap, governance framework and executive presentation.
- Deliverable:
- Roadmap, governance pack, board ready deck.
- Timeframe:
- Weeks 7 to 8
What you get
- A written readiness and risk report.
- A scored use case portfolio.
- An ROI model per initiative.
- An AI governance, risk and compliance framework.
- A phased roadmap with owners and dependencies.
- A board ready presentation your leadership can approve.
Security, governance and compliance
- NDA before any data access.
- Read only access wherever possible.
- No client data used to train foundation models.
- Role based access to all working documents.
- Findings anonymised in any reusable material.
- You own every deliverable outright.
Integrates with your existing stack
Systems we connect to
SalesforceHubSpotSAP and ERP systemsServiceNowEHR and practice management systemsSnowflakeBigQueryDatabricksAWSAzureGoogle CloudMicrosoft 365Google Workspace
Technology we use
Platforms and frameworks
OpenAIAnthropicGeminiLangChainVector databasesPythondbtSnowflakePower BILooker
Proof
Aggregate results from Appnox engagements. Individual outcomes vary by scope and starting point.
How we engage
AI Readiness Assessment
A fixed scope, fixed price assessment that produces a costed, prioritised plan before you commit build budget.
Production Build
A senior delivery team building and shipping the system to production, with agreed scope, milestones and success criteria.
Dedicated Pod
A monthly engineering pod embedded with your team for continuous delivery, iteration and support.
You own all IP. We never train foundation models on your data.
Frequently asked questions
Four to eight weeks depending on how many business units are in scope. A single function assessment typically completes in four weeks. A multi unit enterprise assessment runs six to eight weeks because stakeholder interviews and data audits take longer across siloed teams.
Talk to us
Talk to an AI Solutions Architect
Tell us what you are trying to solve. A senior architect, not a salesperson, will reply within one business day with a view on scope, sequence and realistic timelines.
- Senior team, no junior handoff after the pitch.
- Fixed scope and fixed price wherever the scope allows it.
- You own all IP, source code and documentation.