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An engineering team that speaks your language
We design, build and support platforms, websites, AI tools and data systems, from the first brief to long after launch.
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What do you need?
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Work
All work
Data & analytics
Data collection and analytics platform (ETL) for 500+ branches
22% growth in a year growth in the branch network’s internal KPI
AI & automation
AI scoring and editing for technical texts
60% more grants won by applicants
Digital products
Ad buying bidder
A system that automates and optimises ad buying
The client’s key selling point for winning new customers
How we work
Six rules every project runs on. On the right: what they look like in practice and what you get out of them.
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What a chat with your project manager looks like · data platform case
Client
We put branch reports together by hand from several systems. Can this be faster?
Project managerYes. We’ll bring data from 15 systems into one place: reports for 500+ branches on a single screen, no manual work.
under the hoodETL, warehouse, data marts, BI — documented in detail for your IT team
Client
What do you need from us?
Project managerAccess to the systems and one person who knows where the data lives. The team does the rest.
What you getYou understand every decision and know what’s expected of you. Technical details are there when you need them, not in the way.
What was requested → what we proposed → what the client gained
RequestTwo native apps, one for iOS and one for AndroidWe proposeOne React Native app+one codebase, same-day releases on both platforms
RequestMicroservices from day oneWe proposeA modular monolith with DDD boundaries+faster start; services split out when load calls for it
RequestTrain our own language modelWe proposeAn off-the-shelf LLM plus search over your documents+first results without paying for model training
What you getYou pay for a solved problem, not for following the plan at any cost. We bring the arguments — you have the final say.
Before kickoff agree the metric and baselineAfter launch check results against the baseline
Grants wonAI scoring for technical texts+60%
Network KPI over the yearData collection and analytics (ETL)+22%Ease of use for staffstaff rating on a 0–10 scale9.3 out of 10What you getSuccess is measured by numbers agreed up front, so there’s nothing to argue about after launch.
The whole cycle, inside one team
01Strategy and discoverydomain model and plan, included in the price
02Designconcept and interfaces
03Development2-week sprints, automated tests, CI/CD
04Support3-month warranty, then your chosen tier
One project manager across all four stagesTeamTech lead1–2 frontend2 backendQA engineerDevOps
What you getOne point of accountability: nothing gets lost between stages, and you don’t have to coordinate several vendors.
Project rhythm: plan → build → report, every two weeks
Sprint · 2 weeksexample
Plan agreed with youReport: shipped and moved
Sprint review
Account: sign-in with an SMS codeshipped
Order export to the accounting systemshipped
Report export to Excelmoved: waiting for API access
SpecADRDecisions are recorded in the spec and ADRs, so you can steer the project at any stage
What you getEvery two weeks you see real progress and can change priorities before the budget is spent.
Our stack by layer, and why it matters to you
InterfacesReact, React Nativeweb and mobile apps on one technology
BackendPython, FastAPI, DDDbusiness logic in a clear model that’s easy to extend
IntegrationsKafka, gRPCreliable data exchange between systems
InfrastructureKubernetes, GitOps, CI/CDautomated releases and scaling
Quality across all layersUnit testsAPI autotestsManual QA
AI in the productLLMs in production: document search, request triage, assistantsAI in developmentour own agentic development methodology
What you getMainstream technology, nothing exotic: the system is easy to extend and maintain — even without us. AI goes where it truly speeds the product up.
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What a chat with your project manager looks like · data platform case
Client
We put branch reports together by hand from several systems. Can this be faster?
Project managerYes. We’ll bring data from 15 systems into one place: reports for 500+ branches on a single screen, no manual work.
under the hoodETL, warehouse, data marts, BI — documented in detail for your IT team
Client
What do you need from us?
Project managerAccess to the systems and one person who knows where the data lives. The team does the rest.
What you getYou understand every decision and know what’s expected of you. Technical details are there when you need them, not in the way.
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What was requested → what we proposed → what the client gained
RequestTwo native apps, one for iOS and one for AndroidWe proposeOne React Native app+one codebase, same-day releases on both platforms
RequestMicroservices from day oneWe proposeA modular monolith with DDD boundaries+faster start; services split out when load calls for it
RequestTrain our own language modelWe proposeAn off-the-shelf LLM plus search over your documents+first results without paying for model training
What you getYou pay for a solved problem, not for following the plan at any cost. We bring the arguments — you have the final say.
{{sc2.counter}}{{sc2.title}}
Before kickoff agree the metric and baselineAfter launch check results against the baseline
Grants wonAI scoring for technical texts+60%Network KPI over the yearData collection and analytics (ETL)+22%Ease of use for staffstaff rating on a 0–10 scale9.3 out of 10What you getSuccess is measured by numbers agreed up front, so there’s nothing to argue about after launch.
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The whole cycle, inside one team
01Strategy and discoverydomain model and plan, included in the price
02Designconcept and interfaces
03Development2-week sprints, automated tests, CI/CD
04Support3-month warranty, then your chosen tier
One project manager across all four stagesTeamTech lead1–2 frontend2 backendQA engineerDevOps
What you getOne point of accountability: nothing gets lost between stages, and you don’t have to coordinate several vendors.
{{sc4.counter}}{{sc4.title}}
Project rhythm: plan → build → report, every two weeks
Sprint · 2 weeksexample
Plan agreed with youReport: shipped and moved
Sprint review
Account: sign-in with an SMS codeshipped
Order export to the accounting systemshipped
Report export to Excelmoved: waiting for API access
SpecADRDecisions are recorded in the spec and ADRs, so you can steer the project at any stage
What you getEvery two weeks you see real progress and can change priorities before the budget is spent.
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Our stack by layer, and why it matters to you
InterfacesReact, React Nativeweb and mobile apps on one technology
BackendPython, FastAPI, DDDbusiness logic in a clear model that’s easy to extend
IntegrationsKafka, gRPCreliable data exchange between systems
InfrastructureKubernetes, GitOps, CI/CDautomated releases and scaling
Quality across all layersUnit testsAPI autotestsManual QA
AI in the productLLMs in production: document search, request triage, assistantsAI in developmentour own agentic development methodology
What you getMainstream technology, nothing exotic: the system is easy to extend and maintain — even without us. AI goes where it truly speeds the product up.
Services
Projects that span several areas
When a project spans several areas, one team runs it with one project manager and one plan.
Insights
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