Audit
We look at your operations, clarify or validate the best AI use case, and define where implementation will create the most value. You leave with clear priorities and next steps - whether you work with us or not.
Custom AI systems for Business
We design and implement AI systems tailored to your workflows - from support and internal operations to repetitive manual processes. Start with an AI audit to identify the highest-impact opportunities and get a practical roadmap to execution.
Companies our team has developed tools for
Let’s talk
gamgi figures out where AI fits in your business,
then builds it.
Our team has built AI systems across 4 continents and 20+ industries. Here’s what we’ve learned.
98% of businesses say AI is “critical” to remain competitive.
Few know what it actually means for their specific operations: what’s worth building, what’s not, and what to do first.
So they guess. Or they get sold software before anyone understands the business.
Companies buy AI tools they don’t need. Hire consultancies that deliver decks, not systems. Work with agencies that build exactly what was requested, which is almost never what was actually needed.
We do the opposite.
We audit your operations first. We find the specific workflows where AI saves your team time, cuts costs, gives you a competitive advantage, or creates capacity that didn’t exist before.
You walk away with a prioritised AI roadmap, even if you never hire us.
If you do, you have a working AI system live within 6 weeks.
Customer intake triageArchitecture firm
Intake assistantOnline
Hi - what brings you here today?
Looking for a quote on a kitchen refit.
Three quick questions and I’ll route you to a specialist.
Ask anything…↑
We don’t start with technology.
We start with your business.
Four phases, one team. No handoffs between strategy and execution - because the team that scopes the opportunity is the one that designs, builds, and improves the system.
Strategy
We translate business context into a practical implementation plan: what to build, where it fits in the workflow, and what success should look like.
Build
The same team that scoped the opportunity designs and deploys the system. No handoffs, no lost context, and no gap between planning and execution.
Evolve
We stay involved after launch - monitoring performance, improving the system over time, and expanding into new opportunities as your business evolves.
Real engagements.
Real outcomes.
Biscoito.ai: a brand-voice assistant for a veterinary clinic
A website assistant with the personality of the clinic’s resident dog - resolves 60-70% of routine questions, runs 24/7, and routes everything else to the team in under five seconds.
60-70%
Auto-resolved
24/7
Availability
They came with questions.
They left with results.
Delivered beyond the original plan
We had a few ideas of what we wanted to build. gamgi’s team brought new perspectives and helped us implement everything in a way that was far better than what we’d originally planned.
Legislative monitoring, automated
Legislative monitoring used to be a thankless task - necessary but time-consuming. Now the relevant information arrives filtered and prioritised, and our clients feel the difference: we’re the legal team that anticipates, not the one that reacts.
Fewer repetitive calls
Biscoito.ai is fun without ever compromising the seriousness of our work. Clients find it charming, and most importantly they reach us ready to book - fewer repetitive calls, more time for caring for the animals.
Six weeks, three movements.
Most engagements run on the same rhythm: a structured audit, a focused build, then continuous evolution. Clear deliverables at every step.
- 01Audit
Audit
Weeks 1-2
We map your operations and identify where AI creates the highest impact. Real workflows, analysed by people who understand both AI and business.
DeliverableAn AI Opportunity Map with prioritised recommendations and expected ROI.
- 02Build
Build
Weeks 3-5
Custom AI systems built around your specific needs, integrated with your existing software, and tested with your team before launch.
DeliverableWorking AI systems deployed, team training, and full documentation.
- 03Evolve
Evolve
Week 6 onwards
We optimise what's running and identify new opportunities as your business scales. Monthly reviews keep everything on track.
DeliverableMonthly reports, ongoing optimisation, and new opportunity identification.
Built to work with your stack.
Not replace it.
OpenAIGPT · Realtime
AnthropicClaude
GeminiGoogle
MistralOpen-weights · EU
LlamaMeta · self-host
CohereCommand · RAG
DeepSeekOpen-weights
GroqFast inference
AWS BedrockManaged models
Azure OpenAIAzure AI
Hugging FaceOpen models
n8nWorkflow · self-host
ZapierAutomation
MakeVisual workflows
LangChainLLM orchestration
TemporalDurable workflows
AirbyteData integration
QdrantVector store
PineconeManaged vectors
MilvusVector store · OSS
SupabasePostgres · pgvector
RedisCache · vector
HubSpotCRM
SalesforceCRM · ERP
SlackCommunication
Microsoft TeamsCommunication
WhatsAppMessaging
GmailEmail · Google
NotionWorkspace
ZendeskSupport
JiraProject tracking
StripePayments
ShopifyE-commerce…and many more.
Your tools stay. We build AI systems that plug directly into the software your team already uses - CRMs, ERPs, internal tools, databases, communication platforms. No migration, no disruption.
- Connects to your existing software - no rip-and-replace
- Works alongside your current workflows, not against them
- API-first architecture for future flexibility
- Zero downtime deployment - your team keeps working
Principles, not platitudes.
Six commitments we make on every engagement. They’re also the reason our first projects lead to second ones.
Audit before we advise
We never recommend anything we haven’t validated against your real operations. Every suggestion is grounded in data from your business, not assumptions from ours.
Same team, start to finish
The people who audit your business are the people who build your systems. No handoffs, no lost context, no gap between strategy and execution.
Your stack stays
We integrate with your existing software - CRMs, ERPs, internal tools. No migration, no disruption. AI that works alongside what you already have.
No black boxes
You see what we’re building, why we’re building it, and how it’s performing. Full transparency on every decision, every system, every metric.
Partnership, not projects
We don’t deliver and disappear. We stay after launch - monitoring, optimising, and proactively finding new opportunities as your business evolves.
Built to last
We don’t build disposable prototypes. Every solution is designed to scale with your business, maintained by your team, and documented so it outlives our engagement.
Everything you need to know before we talk.
Do we need technical knowledge to work with gamgi?
No. We handle the technical side. Our process is designed so you can make informed decisions about AI in your business without needing to understand the underlying technology - we explain everything in business terms.
How long until we see results?
Most clients have working AI systems within six weeks. The audit takes one to two weeks and gives you a clear roadmap immediately. From there, build and deploy sits in weeks three to five. Many clients see ROI within the first two months.
What if we've already tried AI and it didn't work?
That is our most common starting point. Failed AI projects usually fail because they started with the technology, not the business problem. Our audit specifically looks at what went wrong and where the real opportunities are - regardless of past attempts.
Will this work with our existing software?
Yes. We build AI systems that integrate directly into your current tools - CRMs, ERPs, internal platforms, databases. No rip-and-replace. Our API-first architecture means everything connects to what you already use.
What does the audit actually include?
A short introductory call where we learn about your business and assess fit, followed by a structured audit - deep-diving into operations, workflows, and data. You keep the AI Opportunity Map with prioritised recommendations and expected ROI, regardless of whether you work with us.
How is this different from hiring an AI agency or freelancer?
Agencies and freelancers build what you ask for. We start by figuring out what you should be building. The same team audits, designs, builds, and supports your AI systems - no handoffs, no miscommunication, no gap between strategy and execution.