Tool-using, not chat
Reads inbox, queries DB, schedules, drafts — all wired.
Personal AI assistants that triage email, schedule meetings, draft documents, summarise calls — wired to your calendar, inbox, and notes. Eval-first, ops-strong, audit trail.
We build personal AI assistants that act on your behalf — inbox triage, calendar scheduling, document drafting, call summarisation. Wired to your real systems (calendar, inbox, file storage) with confirmation gates for risky actions.
Eval-first: we ship with 200+ graded examples, confidence thresholds that demand citations, scope-locked retrieval, and a kill switch.
Personal LLMs that draft but never send
Calendar assistants that double-book
Email triage that loses important threads
Voice assistants that phone home too much
Costs spike from uncontrolled LLM calls
No audit trail = no idea what the assistant did
Outcome-anchored, owned by a practice lead with clear accountability, weekly demos, and the kind of code review culture you'd build internally if you had a year.
Reads inbox, queries DB, schedules, drafts — all wired.
Every action logged, replayable, scope-pinned.
200+ graded examples, regression in CI.
Reads, prioritises, drafts, sends (with confirmation).
Schedules, reschedules, finds slots, follows up.
Drafts in your voice, edits on review.
Records, transcribes, summarises, action items.
Every tool call logged, replayable, scope-pinned.
Per-action budgets, model fallback, kill switch.
Per-week saved across team
Graded examples in CI
Per-action budgets
Map workflows to ROI, feasibility, risk. Pick top 3.
Tool surface, prompts, guardrails, eval suite.
Shadow mode vs human, eval-driven, weekly release.
Per-agent ROI dashboard, monthly tuning, audit.
Founders, execs, operators
Pipeline, follow-ups, call summaries
Brief drafts, research, scheduling
Sourcing, screening, scheduling
Advisors, planners
Patient coordinator (non-clinical)
We're not a body shop or a freelance marketplace. We run a senior-heavy engineering org with clear practice leads, real code review, and real on-call coverage.
We build agents that actually move numbers — wired into your systems, your data, your workflows.
Small senior squads, tight feedback loops, code-merge every day, demo every week.
From PLCs to SOC2 — production safety, observability, and resilience baked in.
Web, mobile, AI, and industrial under one roof — no vendor ping-pong.
If yours isn't here — ping us and we'll reply with specifics on your stack.
Tell us the problem — proposal in under 48 hours. NDA-friendly by default, senior-led, and we typically walk you through a proof-of-concept before the engagement closes.