Bespoke AI consultancy and custom AI solutions that drive measurable business value and IP.
Book a short discovery callWhat we do
STRATEGY
Turn opportunity and uncertainty into a delivery-ready plan that prioritises impact and reduces execution risk.
-
Audit
Stakeholder interviews, journey mapping, and capability, data and systems inventory to identify current state and future goals.
-
Identify business value
Identify and prioritise opportunities into an ROI vs effort heatmap and shortlist rapid proofs-of-value.
-
Solution design
Deep dive into solutions for the project(s) including off-the-shelf, customised, and fully bespoke options.
-
Systems selection
Identify options and trade-offs for infrastructure, systems, models, and tooling choices with clear trade-offs on cost, latency, security, and other key metrics.
-
Delivery & capability uplift
90–180 day roadmap, milestones, risk register and a handover/upskilling plan for your team.
ENGINEERING
Go beyond off-the-shelf solutions; design, build, and and ship bespoke AI systems where you own the IP.
-
Product design
Architecture, UX, and workflows designed in a collaborative process with your business and engineering teams to build a product driven by business KPIs.
-
Build & integrate
Build out your custom solution and integrate with existing systems including IaC, services, AI-pipelines, and robust connectors to your data and SaaS systems.
-
Test, evaluate & secure
Automated unit/integration tests, model eval suites, AI guardrails, adversarial/safety checks and performance testing.
-
Deploy & operate
Deployment within your own environment or ours, operated by your team or ours. Flexible handover with full operational playbooks and support.
-
Monitor & improve
Post-launch monitoring of the software, infrastructure, and AI models with ongoing cost & governance optimisation.
Our Experience
VERTICALS
We’ve delivered AI solutions across multiple industries, focusing on production-ready impact and measurable outcomes.
-
Regulated industries
Legislation and rule mapping, compliance checking, issue fix automation.
-
Retail & e‑commerce
Product data ingest, product content optimisation, product data enhancement, competitive gap analysis.
-
Advertising & marketing
Cultural content transcreation, image analysis and translation, product topic mapping, focus group simulations.
-
Training & education
Content enhancement, human response evaluation and categorisation, training material gap analysis.
CAPABILITIES
End-to-end capabilities covering models, data pipelines, MLOps, security, and responsible AI practices.
-
AI-driven processes
Model selection, agentic systems, workflows, prompt optimisation, RAG.
-
Responsible AI, governance & evals
Evaluation frameworks, bias and safety checks, governance controls to align models with policy, ethics, and stakeholder requirements.
-
Integration and data processing
Selection and integration with existing or new 3rd party systems, ETL processes, and data stores.
-
Product build
End-to-end architecture, build, deployment, and ongoing operation, monitoring, and improvement.
How we work
TEAM-BASED
For when you have evolving scope and priorities and need to scale up/down as projects progress.
-
Multi-skilled structure
A flexible team structure that can vary as requirements and scope changes.
-
Cadence
Flexible units of work that fit into how your teams operate with regular demos and delivery.
-
Time and materials
Costs aligned to the size and skills of the team and the length of time used.
PROJECT-BASED
For when you have a well-defined scope and vision. A paid scoping phase then milestone-driven delivery and clear acceptance criteria.
-
Paid scoping phase
Deep dive on requirements, architecture, delivery plan leading to a fixed quote.
-
Fixed-price delivery
Milestones with fixed price and scope and traditional change control on variations.
-
Milestones
Well defined milestones and the same regular demos and delivery as team-based projectss.
About
COMPANY
Carpio Tech is a UK-based company started in 2021. Our goal is to help organisations go from AI strategy to delivering measurable outcomes using best-of-breed solutions or custom building where required.
TEAM
Our multi-disciplinary team covers everything required to deliver modern, AI-centric technology solutions and comes with a diverse industry experience from advertising and marketing, and e-commerce, to legal systems, finance and regulated data management.