AI Roadmap Implementation
Deliver the roadmap, not just define it. Our forward-deployed engineers work onsite or offsite with your teams and deliver prioritised POCs, integrations and production initiatives in staged waves.
What Our Forward-Deployed Engineers Deliver
Full POCs
Prioritised use cases built as full POCs and measured against agreed baselines.
Integrations
AI connected to your systems, with human handover whenever judgment or exceptions need it.
Production Initiatives
Staged waves from one governed backlog, from POCs to production.
Governance and Measurement
Consistent access, decision authority, evidence and risk controls, with KPI tracking.
Adoption and Internal Capability
Your teams are equipped to adopt, run and scale AI further.
Key Benefits of Forward-Deployed Engineers
No Vendor Handoff
One governed backlog from POCs to production, with no handoff between strategy and implementation.
One Governance Model
Consistent access, decision authority, evidence and risk controls across the AI portfolio.
One Outcome Loop
Each initiative is measured against agreed baselines, with adoption and improvement managed over time.
Target State After 12 Months
A governed portfolio of production AI, measurable outcomes, accountable owners and teams ready to scale.
5 Steps From AI Roadmap to Production
COMPLIANCE
and STANDARDS
Our Other AI Services
Rapid AI Discovery
One week to assess AI maturity, bottlenecks and the best AI opportunities.
Deep Department Discovery
One department in depth: POC portfolio and a 12-month transformation plan.
Compliance services
We consult about HIPAA, SO13485, IEC62304, SOC2, FDA, and HITRUST. We suggest QMS setup and management, software verification, FDA-compliant technical documentation, and more.
FAQ About SPsoft AI Services
What is a forward-deployed engineer?
An AI engineer who works with your teams, onsite or offsite, to integrate and deliver AI use cases into production.
What do we need before implementation starts?
A prioritised roadmap with owners, baselines, KPIs and investment gates, usually from Deep Department Discovery. If you already have a roadmap, we review it first.
How is the work organised?
In staged waves from one governed backlog: full POCs, integrations and production initiatives.
How is success measured?
Each initiative is measured against agreed baselines and KPIs, with adoption and improvement managed over time.
How do you handle governance?
Consistent access, decision authority, evidence and risk controls are applied across the whole AI portfolio, and AI can run in your cloud or on-premises.