AI & Automation
AI agents and workflow automation that remove manual work across your tools.
Consulting
We help founders and operations leaders decide what to build, how to architect it and where AI and automation will actually pay off.
The problem
The costliest mistakes in software happen before a line of code is written: the wrong scope, the wrong architecture or the wrong vendor.
Pressure to “use AI” without a clear view of where it creates value, or risk.
Early technical choices limit scale, security and speed later on.
Proposals, estimates and platforms are hard to judge without independent expertise.
Too many ideas, no clear order, and teams busy on work that does not move the business.
Our approach
Our consultants are working engineers. Every engagement ends with concrete deliverables, such as decisions, diagrams, roadmaps and estimates, that you can act on with us or anyone else.
Capabilities
Pick one capability or combine several. Each is scoped, estimated and delivered with the same engineering standards.
Define the problem, users, scope and success metrics for a new product or feature.
Architecture design and reviews covering scalability, security, cost and maintainability.
Identify high-value AI use cases, assess data readiness and plan a safe rollout.
Map processes, rank automation opportunities and choose the right platforms.
On-demand senior guidance for your team on specific technical decisions.
Independent review of a codebase, team and roadmap before investment or acquisition.
How we work
Interviews and workshops to understand goals, constraints and current systems.
A review of processes, code, architecture and data, as relevant to the question.
Clear written recommendations with trade-offs, risks and alternatives.
A prioritised roadmap with estimates, ready for your team or ours to execute.
Technology
Chosen for reliability, maintainability and fit with your existing stack.
Use cases
Common starting points. Your process will have its own details, which is why every engagement starts with discovery.
Find where AI can help, what data it needs and what could go wrong.
Stress-test your system design before scaling users, data or team.
Compare custom development with SaaS options on cost, risk and fit.
A ranked backlog of automations with expected effort and impact.
Cut a product idea down to the smallest version worth building.
An independent view on vendor proposals, estimates and technical plans.
Industries
The patterns carry across sectors. What changes is the data, the systems and the rules, and we learn those first.
Product engineering, integrations and AI features for software companies.
Automated intake, document workflows and client reporting for agencies, consultancies and firms.
Invoice processing, reconciliation support and reporting automation.
Scheduling, intake and back-office workflows, designed with privacy requirements in mind.
Tracking, dispatch and exception handling across carriers and internal systems.
Lead handling, listings and transaction workflows for brokerages and property teams.
Case studies
Every case study we publish is approved by the client and limited to results we can verify.
We publish a case study only when the client has approved it and every result is verified. Until then, we are glad to walk you through our approach, architecture and delivery process for problems like yours.
case-study.format
FAQ
Straight answers to the questions that come up in first calls.
Each engagement has a fixed scope and ends with written deliverables, such as an architecture document, an AI opportunity assessment or a prioritised roadmap with estimates.
No. Recommendations are yours to use with any team. If you want help executing the plan, we can support that too.
We identify where AI can reduce cost or improve speed, check data quality and risks, then pilot the highest-value use case with measurable success criteria before scaling it.
Related services
Most engagements touch more than one discipline. The same team can take you from strategy to production.
AI agents and workflow automation that remove manual work across your tools.
Custom software, SaaS products and internal platforms engineered to scale.
Vetted engineers who join your team, your tools and your delivery cadence.
Start a project
Share the workflow, product or team challenge. We will come back with a clear recommendation and next steps.
Intro call · Fixed-scope proposal · No obligation