Case studyFull-stack · Agentic internal tooling

DS2 Workspace

The private operating system for a two-founder digital-solutions consultancy — an agentic copilot with model routing and a confirm-gate, six AI micro-engines, and a full pipeline / leads / content workspace, all in one authenticated Next.js app.

6AI micro-engines
3Model tiers routed
12Workspace views
SupabaseAuth · Postgres · pgvector
✓build ds2-workspace --release~/ds2-workspace9 deps0
Ready Stack resolved in 0.23s
[+] loaded dependency: Next.js 15
[+] loaded dependency: React 19
[+] loaded dependency: TypeScript
[+] loaded dependency: Tailwind 4
[+] loaded dependency: Supabase
[+] loaded dependency: Anthropic SDK
[+] loaded dependency: Turborepo
[+] loaded dependency: Remotion
[+] loaded dependency: Vercel

00 / What it is.

DS is a two-founder digital-solutions consultancy (Athens–London) that ships AI-powered tools to small businesses. This is the private workspace we run the whole firm from — one authenticated app that unifies the client pipeline, live deployments, leads, calendar, content, and six owned AI micro-engines (Aegis, Argus, Plutus, Fama, Xenia, Panoptes) behind a single agentic copilot. Built as a Turborepo monorepo on Next.js 15 and Supabase, with Anthropic models as the reasoning layer. The shots below run on keyless demo data — no real client names or figures are exposed.

01 / The workspace.

One home for the business: the book of business at a glance, every client deployment, and the active pipeline — all fully themed for light and dark.

Book of business at a glance
Book of business at a glanceThe daily standup view — active engagements, recurring revenue, pipeline, calendar and fresh leads in one pane.
Same view, light theme
Same view, light themeA fully themed light/dark system — every surface, chart and pill has both a light and dark treatment.
Client deployments & pipeline
Client deployments & pipelineLive client deployments, pipeline leads, and the active book with progress bars and status pills.

02 / The agentic copilot.

The copilot routes each request to the right model tier (a FABLE · DEEP badge shows which), streams live tool action-cards as it works the workspace, and puts up a confirm-gate before any write. It is the control surface for the whole firm — ask it to draft a proposal, chase an invoice through Plutus, or run a competitor scan, and watch each step happen.

Copilot — mid-action
Copilot — mid-actionModel-routing badge (FABLE · DEEP), live tool action-cards as the agent works, and a confirm-gate card before anything mutates. Genuinely agentic, not a chat box.
Command deck — dark
Command deck — darkThe composer: glass sphere, aurora-mesh background, and a radiant prompt bar wired to the workspace tools.
Command deck — light
Command deck — lightThe same command deck under the light theme, proving the design system holds across both.

03 / Growth & ops.

The day-to-day of running the practice: a sales funnel from first touch to signed client, a delivery calendar, and per-account notes.

Sales funnel
Sales funnelLead-to-client stages, conversion at each step.
Calendar
CalendarMonth grid with the engagement / delivery side panel.
Notes
NotesWorking notes and client context, searchable per account.

04 / Products & intel.

The owned products and the intelligence that feeds sales: the six micro-engines, a content engine that publishes to the marketing site, and Argus-powered competitor tracking.

Products
ProductsThe six owned micro-engines and their per-client state.
Articles engine
Articles engineThe built-in blog / content engine that feeds the marketing site.
Competitor intelligence
Competitor intelligenceThe Argus-powered competitor-watch tab (shown here in its empty state).