2 sprint slots open · May
01
Engineering Studio · Est. 2022

Production-gradeAI,shippedinfourteendays.

We're a small team of senior engineers. We build voice agents, messaging bots, and multi-agent systems that move the revenue line — and we ship them in two-week sprints, not quarters.

4.9· Excellent on Google Reviews
$0M+
Revenue generated by client systems we built
$0K
MRR reached by one client in 6 months
0+
AI products shipped to production
0
Average days from spec to live deploy
Segmently AI
Dashr AI
Coinly AI
Redd AI
Instacart AI
Twitchly AI
Droply AI
Brexa AI
Fairely AI
Ripple AI
Webfly AI
Razra AI
Segmently AI
Dashr AI
Coinly AI
Redd AI
Instacart AI
Twitchly AI
Droply AI
Brexa AI
Fairely AI
Ripple AI
Webfly AI
Razra AI
02
Capabilities

Six things
we build
remarkably well.

Production systems, not POCs. Each capability below is shipping inside real client products, handling real traffic, today.

01
Voice AI Agents
Sub-500ms real-time voice for sales, support, and ops. Multilingual, with CRM and telephony hooks.
12 shipped
02
Messaging Bots
Stateful WhatsApp, SMS, iMessage, Slack, Discord agents with tool-use, payments, and human handoff.
1M+ end users
03
Multi-Agent Orchestration
Our planner / worker / critic framework. Durable runs, parallel execution, evals built in.
Proprietary
04
RAG & Knowledge Engines
Hybrid search, ingestion pipelines, citations, ACLs, freshness windows. Built for scale.
Bn+ tokens
05
AI MVPs for Founders
Full-stack Next.js + Vercel AI SDK product with auth, billing, dashboards. Investor-ready.
Closed seed rounds
06
Growth Engineering
We don't just ship — we ramp. Telemetry, evals, prompt iteration, cost tuning post-launch.
$100M+ generated
03
Impact

Our clients have generated $100M+ in revenue on systems we built.

$150K
MRR — Razra AI voice agent in 6 months from launch
$40M
ARR — Segmently AI product running on our orchestrator
$30M
GMV — Dashr AI messaging stack, LATAM rollout
12K
Seats — Droply AI enterprise RAG copilot
61%
Ticket deflection on day one of rollout
2.4M
Voice calls / month at 420ms p50 latency
04
Selected Work

Outcomes,
not deliverables.

Voice AIRazra AI

0 → $150K MRR in six months

Built the entire voice stack — STT, routing, TTS, telephony, dashboards — and partnered through ramp.

Read case study
OrchestrationSegmently AI

Multi-agent core powering a $40M ARR product

Planner / worker / critic with durable runs, parallel execution, retries and evals. Now the spine of their product.

Read case study
MessagingDashr AI

Messaging commerce bot at $30M GMV

Stateful flows with payments, tool-use, agent handoff. 850K active users across LATAM markets.

Read case study
RAGDroply AI

Enterprise copilot for 12K seats

Hybrid search over 6M docs with citations, ACLs and freshness. Replaced four legacy search tools at rollout.

Read case study
05
Process

The 14-day
playbook.

Day 01—02
Scope & blueprint

Pin the smallest shippable surface, success metrics, and acceptance criteria.

Day 03—07
Build core engine

Models, prompts, retrieval, evals — wired to your data with cost and latency budgets.

Day 08—12
Wrap in product

UI, auth, telemetry, guardrails, billing — production-grade from the start.

Day 13—14
Ship to prod

Deploy, hand off code and runbooks, train your team. Your repo, your IP.

06
In their words
"
Thrive Labs shipped our voice agent in eleven days. Six months later we're at $150K MRR. They are the reason this company exists.
Lisa Brown
Founder, Razra AI
"
Their orchestration layer is the spine of our product. Best engineering investment we've made — by a wide margin.
Tom Becker
Founder, Segmently AI
"
From blank repo to $30M GMV messaging commerce bot. Real engineering at startup speed. We re-hire them every quarter.
Carlos Martinez
Founder, Dashr AI
07
Start a Sprint

Get your AI live in two weeks.

Free 30-minute strategy call. We'll scope the smallest shippable version of your AI feature — even if you don't hire us.

Go to booking page4.9 · Excellent on Google Reviews