Generic tools don't install themselves.
ChatGPT is a chat interface. Cursor is a code editor. Neither runs your client work, your casework, your campaigns, or your back office. You still do the work.
Bardo Labs designs, builds, and installs production AI inside agencies, firms, services, and operators — agent teams, knowledge graphs, media pipelines, adaptive coaches. Not tools to evaluate. An operating layer, deployed.
Built for teams that ship — not evaluate
ChatGPT is a chat interface. Cursor is a code editor. Neither runs your client work, your casework, your campaigns, or your back office. You still do the work.
McKinsey writes the strategy. An agency writes the copy. A dev shop writes the code. Six months later you have three invoices and no running system.
Even if you have engineers, none of them has a quarter to spare on a greenfield AI build. An in-house AI team — VP, ML, data, design — is $1.2M before they've shipped anything.
Every engagement starts with a business problem and ends with a shipped system that operates on its own. Not a prototype. Not a report.
A private knowledge system installed on your own infrastructure. Every pitch deck, filing, memo, email, or URL makes the next query sharper — the system extracts every person, company, and asset, maps their relationships in a live 3D graph, and generates the deliverables your firm actually bills for: IC memos, case chronologies, account briefs, entity dossiers. Audit-grade, every claim cited.
Six agents coordinating across the full campaign lifecycle. Research pulls the market and competitor ads. Strategy writes the brief. Content produces 60+ assets a month. Media generates the images, videos, and reels. Ads ships campaigns, Growth scores the leads. Every cycle, the system reviews what worked and tunes the next wave. Replaces a $250k team — and gets sharper every week.
A multi-agent simulation that forecasts how real stakeholders — analysts, journalists, regulators, short sellers — will react to a move before it's made. Hours instead of weeks. Simulated discourse grounded in live market data, delivered as a verdict with risk projections and sourced citations.
A personalized roster of specialized agents — CTO, CMO, Ops, Engineering, whoever the job needs — embedded in Telegram, WhatsApp, Discord, or any app your team already lives in. They ship code, review PRs, run campaigns, research markets, and escalate for approval. Sandboxed, installed on your infrastructure, with a Mission Control dashboard for audit, cost, and permissions.
Personalized AI coaches matched to the user in a two-minute onboarding. Every conversation, breakthrough, and off-day is stored in a semantic memory layer — so every session picks up where the last one ended, and the daily plan adapts to your actual state. Delivered in voice or text, whenever you need it. Live at alira.life.
Every engagement pulls from the same six primitives, recombined to the problem. Not a feature list — the building blocks of what we ship.
Specialized agents with real tools — code, research, outreach, approvals — living in Telegram, WhatsApp, Discord, or any app your team already uses.
A second brain built from every document you touch. Entity-aware, compounding smarter with every ingest — people, companies, assets, all cited.
Multi-agent simulations that war-game decisions across stakeholder roles and narrative vectors.
STT + inference + TTS pipelines with parallel loading and sub-2s latency.
Compile-not-retrieve patterns that produce audit-grade outputs with provenance.
Mission Control — audit logs, approvals, cost metering, agent lifecycle — installed on your infra.
Four weeks to production. Ongoing as the system grows. No evaluations. No procurement cycles. One lab, one contract.
A 30-minute audit mapped to real workflows. We surface the two or three places AI moves revenue, cost, or cycle time — and the places it won't.
A production architecture — models, agents, data flows, integrations, guardrails. Specified against your constraints, not a generic template.
Built in our lab, installed in yours. Infrastructure, auth, monitoring, cost controls, runbooks. Handoff is a working system, not a slide deck.
We keep the system running — evals, fine-tunes, new agents, new integrations — as a retained lab function. You run the business. We run the AI.
We take on one engagement at a time, in the verticals where we've already shipped.
Institutional memory, deal intelligence, war-game scenario simulation, private entity graphs.
Marketing agents, lead generation, content pipelines, customer support agents, campaign execution.
Compile-not-retrieve knowledge systems, IC memos, briefing generation, audit-grade citations.
Personalized voice coaching, adaptive practice plans, mood tracking, enterprise wellness at scale.
We don't sell tools. We don't write decks. We move companies through the passage and leave a working system on the other side.
Bring the business problem you'd solve if you had a team. We'll tell you — honestly — whether AI belongs there, and what we'd ship in the first four weeks.