Legacy systems are slowing product velocity
Old frameworks, fragile deployments, and manual workflows make every release expensive.
Practical AI modernisation
Modernise your stack. Make your business AI-enabled.
Prometheus Consulting helps companies move from legacy systems to modern platforms, build bespoke agentic workflows, train development teams, and reduce infrastructure costs while shipping faster.
Legacy migration · Agentic AI · Team enablement · Cost optimisation · MVP delivery
Consultancy command centre
Strategic prompt
Analyse our legacy stack, identify AI opportunities, reduce cloud costs, and create a 90-day modernisation plan...
Stack auditReady
Map codebase risk, deployment friction, data boundaries, and cost hotspots.
First pass10 days
Roadmap90 days
Not just LLM wrappers.
Practical, production-ready agentic systems connected to your tools, data, workflows, and product roadmap.
Selected companies and products
Already working with ambitious teams and AI-native products
From agriculture and developer tools to finance, commerce, publishing, and consumer apps.
greenstock.farm
gitnative.dev
neutronai.dev
buildrr.dev
badbirdie.club
polishparlour.co.uk
jbnews.uk
ffb8.com
eqivest.com
wfmf.app
getmorrigan.com
The pressure
Your stack was built for yesterday. Your market is moving with AI.
Legacy drag, disconnected AI experiments, and unclear operating models make it hard to ship with confidence.
AI experiments are stuck as demos
Many teams have LLM prototypes, but no production-grade agentic architecture.
Cloud costs keep creeping up
Unused services, over-provisioned infrastructure, and outdated hosting patterns drain budget every month.
Teams need new operating models
Developers need practical training to build, evaluate, deploy, and maintain AI-enabled systems.
Services
Practical AI and software modernisation services
Prometheus works across the stack: product, code, infrastructure, data, team workflows, and AI systems that need to survive production.
Legacy-to-modern stack migration
We assess your current codebase, architecture, deployment pipeline, and data flows, then create and execute a migration plan to a faster, safer, maintainable modern stack.
Codebase and architecture audit
Migration roadmap
Modern frontend/backend architecture
CI/CD and deployment improvements
Documentation and handover
Bespoke agentic AI systems
We design and build custom agentic workflows that connect to your data, tools, APIs, and business processes. Not just prompts. Not just wrappers. Real systems.
Agent architecture
Tool/API integration
Memory and retrieval design
Human-in-the-loop workflows
Evaluation and observability
AI adoption and team training
We help engineering and product teams understand what to build, how to build it, and how to operate safely with AI-assisted development and AI-enabled products.
Developer training
AI coding workflows
Product discovery workshops
Internal playbooks
Governance and review process
Stack analysis and cost optimisation
We review your hosting, cloud services, databases, queues, observability, and deployment patterns to identify practical savings while modernising the platform.
Infrastructure audit
Cost reduction plan
Hosting simplification
Performance improvements
Monthly savings opportunities
MVP and prototype delivery
We help startups and product teams move quickly from idea to working prototype or investor-ready MVP. Cash and/or equity deals available for selected projects.
MVP scope definition
Prototype design and build
AI feature integration
Launch-ready landing page
Technical roadmap
Process
From audit to acceleration
A focused sequence that starts with evidence, turns into a roadmap, and ends with the team able to move faster without hidden dependency.
Diagnose
Map the current stack, product goals, workflows, data, costs, and constraints.
Design
Create a modernisation and AI adoption roadmap with clear technical and commercial priorities.
Build
Ship the migration, agentic system, MVP, automation, or infrastructure improvement.
Enable
Train the team, document the system, and leave the business stronger than we found it.
Outcomes
Built for measurable outcomes
The work is shaped around practical changes a business can see: speed, cost, maintainability, team capability, and safer AI adoption.
Faster product delivery
Reduce drag from brittle workflows and unclear ownership.
Lower monthly hosting costs
Identify avoidable infrastructure spend and simplify where practical.
Modern maintainable architecture
Move toward clear contracts, better observability, and safer releases.
AI-enabled workflows
Bring AI into product and operations where it creates real leverage.
Production-ready agentic systems
Connect agents to tools, data, evaluation, and human review.
Stronger engineering teams
Train developers on practical patterns for modern delivery.
Clear technical roadmap
Prioritise work by risk, impact, and commercial urgency.
Prototype-to-product acceleration
Turn sharp MVPs into credible launch paths.
Startup acceleration
For startups: MVPs, prototypes, and technical acceleration
Need to prove a product, raise funding, or get to market quickly? Prometheus Consulting can help scope, design, and build a focused MVP or prototype. For selected startups, cash and/or equity deals are available.
Equity-based engagements are considered selectively based on product, market, and technical fit.
Prototype sprintSelected projects
Idea to scoped MVP
Prototype design and build
AI feature integration
Investor-ready roadmap
Ready to bring fire to your stack?
Book a strategy call and we will identify where modernisation, AI systems, and cost optimisation can create the fastest impact.
Contact
Tell us what you are trying to modernise, automate, reduce, or ship.
Share the system, workflow, cost pressure, or MVP you want to move. The form sends securely through Cloudflare, with a direct email fallback.
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