Financial Services
Banking, capital markets and fintech under heavy compliance load — where automation has to be auditable end to end.
A senior team that embeds with operators to ship AI agents, ops automations and CRM systems — then stays on to keep them running.
A focused engagement with your leadership to identify the two or three bets that will actually move the business. Diligence, build-vs-buy, capability roadmap.
SV / 02Autonomous workflows that read, reason and act across your tools — grounded in your data and governed by your rules. Built for the long tail of edge cases.
SV / 03Process re-engineering for back-office, finance and customer ops. We strip hours and handoffs out of the work without forcing a tooling migration on your team.
SV / 04AI-augmented pipelines that score, route and follow up on their own. We rebuild the parts of HubSpot, Salesforce, Pipedrive or Attio that should have been autonomous from the start.
SV / 05Custom connectors and integration plumbing — social platforms, payment rails, vendor APIs, ticketing — built when off-the-shelf integrations stop short. n8n, Make, Zapier or raw Node when the work calls for it.
SV / 06Full-stack apps with LLMs at the core — assistants, document AI, scraper + GPT pipelines, internal tools. MERN, Python or Lovable when speed matters; production-grade when it doesn't.
SV / 07Once a system ships, we stay. Monitoring, regressions, prompt and provider upgrades, plus the boring runbook discipline that keeps AI working in production.
Full-stack AI apps, autonomous agents and workflow automation on n8n, Zapier and Make — built to run in production, not just demo well. Bring us your version and we'll scope it together.
Agents that read every inbound, enrich and score it, and route to the right rep — top of funnel turned from a queue into a decision.
Talk to us about this buildStage transitions, handoffs and nurture sequences driven by behavioral signal — leads move on their own activity, not on a rep remembering to follow up.
Talk to us about this buildAgents that draft contextual follow-ups, work stalled deals, learn rep voice and schedule meetings — pipeline that keeps moving when the rep is on a call.
Talk to us about this buildContinuous deduplication, enrichment, ownership routing and field hygiene across HubSpot, Salesforce, Pipedrive or Attio — reps work clean data, not janitorial work.
Talk to us about this buildIntake, reconciliation, classification and exception triage across finance and ops — recurring manual handoffs collapsed into single-approval workflows, no tooling migration required.
Talk to us about this buildAgents that resolve tickets from your knowledge base when confidence is high, and escalate with full context when it isn't — first-touch resolution without losing the human on edge cases.
Talk to us about this buildAn AI marketing operator that drafts content, schedules across channels, watches engagement, and feeds the learnings into the next campaign — your team approves, the system runs.
Talk to us about this buildInternal and customer-facing apps with LLMs at the core — document AI, scraper-to-GPT pipelines, embedded assistants. Built like a real product, not a prompt wrapped in a UI.
Talk to us about this buildWe embed with operators in regulated and high-stakes environments — where AI has to be auditable, reliable, and owned by the team after we leave.
Banking, capital markets and fintech under heavy compliance load — where automation has to be auditable end to end.
Local and long-haul movers handling high inbound lead volume on thin margins — every quote, dispatch and claim is coordination work that compounds across crews.
Product and revenue teams who want AI baked into the operating model — not bolted on as a feature.
Legal, accounting and consulting firms where the leverage is on partner time and the work is judgement-heavy.
D2C brands and marketplaces running on thin margin — every hour of operator time is a margin point.
In-house marketing teams and agencies running content, paid and lifecycle campaigns on short cycles and lean staff — every hour spent on production is an hour not spent on strategy.
We sit with your operators, map the actual work — not the org chart — and pick the highest-leverage points to automate. You leave the phase with a scored opportunity list and a costed build plan.
Working software, fast. Agents, integrations, evals — assembled against your real data and edge cases, in pairs with your team. Early prototype, then a production candidate, both shipped into your stack.
We ship into production, train your team, and stay on call. Monitoring, regressions, prompt and provider upgrades — handled. Regular business reviews ensure the system keeps earning its keep.
I've worked with Mostafa on a variety of projects over the years and have always been impressed by his talent, professionalism, and ability to problem solve. He's helped our company with everything from automations to more advanced AI-driven projects that directly supported revenue growth and operational efficiency. Mostafa is dependable, highly skilled, and consistently delivers high-quality work. I truly appreciate having him as a trusted partner on complex projects.
A call with a partner. We'll tell you whether AI is the right answer, where to start, and what good looks like. No deck.