AI strategy and roadmapping
We map your highest-value AI opportunities, size the impact and build a phased roadmap your board and your engineers both believe in.
- Opportunity audit
- ROI modelling
- Roadmap
AI strategy and engineering
Turn AI into measurable growth.
Field Growth AI designs, builds and scales AI systems that cut costs, unlock revenue and give your people leverage. We take you from the first strategy workshop to production, then make sure it keeps working.
- Production in 8 to 12 weeks
- Vendor-neutral advice
- Security-first delivery
Trusted by operators and leadership teams at
- Northwind
- Meridian
- Atlas Freight
- Lumen Health
- Kestrel Bank
- Orbital Retail
- Vertex Labs
- Halcyon Energy
120+
AI systems shipped to production
38%
Average operating cost reduction
6x
Faster turnaround on automated workflows
98%
Client retention after first engagement
What we do
Everything you need to put AI to work
One senior team covering strategy, engineering and change management, so nothing gets lost between the slide deck and production.
Workflow automation
Remove repetitive work from operations, finance and support with automations that plug into the tools your team already uses.
- Document AI
- Back-office ops
- Integrations
Custom LLM and agent development
Production-grade copilots, assistants and autonomous agents grounded in your data, with guardrails, evaluation and monitoring built in.
- RAG
- AI agents
- Evaluation
Data and analytics foundations
Clean pipelines, a modern warehouse and trustworthy metrics, so every model and every decision starts from reliable data.
- Data pipelines
- Warehousing
- BI
AI product integration
Ship AI features inside your product, from intelligent search to recommendations, designed for real users and real scale.
- AI features
- APIs
- MLOps
Team training and enablement
Hands-on programmes that make your people confident, safe and productive with AI, from the leadership team to the front line.
- Workshops
- Playbooks
- Governance
How we work
A proven path from idea to impact
A clear, fixed-scope process with a measurable outcome at every stage. No open-ended research projects.
- 01
Weeks 1 to 2
Discover
Stakeholder interviews, process mapping and a data audit to find where AI moves the needle and where it does not.
- 02
Weeks 2 to 4
Design
Solution architecture, success metrics and a working prototype validated with the people who will use it every day.
- 03
Weeks 4 to 12
Deploy
We build, test and launch into production with security reviews, evaluation suites and full documentation.
- 04
Ongoing
Scale
Monitoring, model tuning and enablement so results compound, plus a roadmap for the next highest-value use case.
Client results
Outcomes our clients can put in a board report
Every engagement starts with a number we commit to moving. Here are a few we have moved recently.
Logistics
Automating freight document processing
An AI pipeline that reads, validates and routes bills of lading and customs forms across 14 warehouses, with humans reviewing only the edge cases.
- less manual data entry
- 82%
- document throughput
- 4.1x
E-commerce
A support agent customers actually like
A retrieval-grounded agent that resolves order, returns and sizing questions in seconds, then hands off to a person with full context when needed.
- tickets auto-resolved
- 64%
- customer satisfaction
- +18 pts
Financial services
Smarter credit decisions for a lender
An explainable risk model and analyst copilot that cut review time while giving compliance a clear audit trail for every decision.
- fewer defaults
- 31%
- decisions, down from 3 days
- 4 hrs
Why Field Growth AI
A partner that is accountable for results, not reports.
Most AI initiatives stall between pilot and production. We exist to close that gap, with the strategic clarity of a consultancy and the delivery muscle of an engineering team.
Outcome-first, always
We agree on the business metric before writing a line of code, and we report against it every sprint.
Vendor-neutral by design
No reseller deals. We pick the models, clouds and tools that fit your stack and budget, not ours.
Security and governance built in
Data privacy, access controls, evaluation and audit trails are part of the build, not an afterthought.
Senior people only
Your project is run by experienced engineers and strategists who have shipped AI at scale, not juniors in training.
Testimonials
Leaders who trust us with what matters
“Field Growth AI did in ten weeks what our internal team had been circling for a year. The automation paid for the whole engagement within a quarter.”
Sarah MitchellCOO, Atlas Freight “They were the only firm that pushed back on our ideas with data. The roadmap they built is now how our leadership team prioritises every AI investment.”
David OkaforChief Digital Officer, Kestrel Bank “Senior, fast and genuinely invested in our outcome. Our support agent launched on time, and our customers noticed the difference in the first week.”
Priya RamanVP Customer Experience, Orbital Retail
Most clients start with our two-week AI Opportunity Assessment. We interview your team, review your data and processes, and deliver a prioritised roadmap with expected ROI for each use case. You keep the roadmap whether or not we build it with you.
Book a strategy call
Ready to put AI to work for your business?
Pick a time that suits you for a free strategy session, or send us a message and we will reply within one business day.
- A 30-minute call with a senior consultant, not a sales rep
- Two to three AI opportunities sized for your business
- Straight answers on cost, timeline and risk, under NDA if needed