AI Mentoring & Agentic Engineering / Co-Created Workflows owned by you or 24/7 Managed Systems

Purpose-built AI workflows.
Mastered by your team, or operated 24/7 by ours.

We combine AI mentoring, coaching, and hands-on engineering to turn everyday bottlenecks into working software in days, typically within a 1 to 2 week sprint. We start in the driver's seat together, move to co-pilot as your team takes the wheel, and step back once you drive solo, jumping back in on-demand via @gtdavanti. And ship production systems through Agentic Engineering at light speed, a discipline where humans orchestrate and machines execute.

Days 1–2: We Drive → Days 3–5: Co-Pilot → Week 2: You Drive Solo Metered @gtdavanti support from CHF 72/hr (AI + Junior) · Senior Architect CHF 320+/hr Avanti ITL live sandbox-to-PROD loop
AvantiGroup.AI / Co-Driving Sprint & Handoff Trajectory
Click 01–03 to highlight matching phase
DAYS 1–2 · DRIVER
DAYS 3–5 · CO-PILOT
WEEK 2 · YOU SOLO
ANYTIME · ON-CALL
01 · We Start in the Driver's Seat Days 1–2
Joint kickoff, architecture & first live workflow 48h build
We drive the initial build side-by-side with your team, turning a real workflow bottleneck into working software in the first few days.
02 · We Move to the Co-Pilot Seat Days 3–5
Your team at the wheel · Live pairing & coaching Days 3–5
Your employees take the wheel on real tasks while our engineers sit right beside them, coaching prompts, connectors, and clean edge-case handling.
03 · You Drive Alone | We Jump In When Needed Week 2+
100% customer autonomy + @gtdavanti pit-stops 1m / 15m ticks
Within 1–2 weeks, your team ships and adapts internal tools solo. We step out of the way and only jump back in when you tag @gtdavanti.

Who's in the driver's seat

Handoff in days (1–2 wk sprint)
Your Team (Customer) Avanti (Lead → Co-Pilot → On-Call Jump-In)
DRIVER CO-PILOT ON-CALL We drive first Drive together You drive solo Hands-off (0 retainer) @gtdavanti 15m
Days 1–2 · We Drive
Days 3–5 · Co-Pilot
Week 2 · You Solo
Anytime · Jump-In
1–2 wks
Typical sprint to solo driving
100%
Your team's code & know-how
1m / 15m
Metered jump-in when needed
Track A · Workflows Owned by You

Co-created with your people in days. 100% yours to run and evolve.

When you want lasting capability inside your own company, we mentor your domain experts from first working prototype to independent solo operation within a 1 to 2 week sprint.

FIG 0.1 · DAYS, NOT MONTHS

Working workflows in a 1–2 week sprint

Instead of waiting six months on central IT backlogs or patching fragile spreadsheets, your domain experts co-create fast, purpose-built AI tools in days, lightweight to adapt whenever needs change.

FIG 0.2 · FULL CUSTOMER SOVEREIGNTY

100% yours, zero vendor lock-in

You invest in your own team's fluency rather than an opaque agency dependency. Your company owns 100% of the code, prompts, and operational know-how, with zero recurring license fees or forced retainers.

FIG 0.3 · ON-CALL CO-PILOT

You drive solo | we jump in on demand

Driving independently never means driving without backup. Tag @gtdavanti in Threema, Telegram, or Email whenever an API shifts or an edge case appears, metered to the minute or in 15-minute blocks.

Track B · A Different Operating Model

Agentic Engineering | Operated 24/7 by Us

When a workflow or software product is mission-critical and your team should never have to sit in the driver's seat, we take over end-to-end. We architect, build, deploy, and operate the system 24/7 while your people simply use the finished product.

DRIVER'S SEAT
Avanti permanently at the wheel, from architecture to 24/7 production ops
YOUR TEAM
Purely the user, zero maintenance burden, zero infrastructure or prompt babysitting
SCOPE & DELIVERY
Full workflow takeover or greenfield agentic products impossible just months ago
AVANTI 24/7 PRODUCTION CONTROL PLANE SLA · 24/7/365
Avanti Lead Architects & Orchestrator Fleet
Permanent driver's seat · Continuous evaluation, guardrails & model routing
DRIVER · 24/7
Managed Runtime, Telemetry & Incident Auto-Heal
Automated regression suites, sandbox canaries & round-the-clock on-call
99.98% UPTIME
Your Organization (Pure End-User Surface)
Clean web app, Slack/Threema/ERP outputs & optional Avanti ITL change requests
ZERO OPS FOR YOU
Live Dispatch & Taxi-Meter Settlement

Tag @gtdavanti in Threema or Telegram. Answered and metered in real time.

Write a question or paste an error directly inside your team chat. Watch the precision taxi meter run strictly while our agents and engineers solve the task, then pause the instant your fix ships.

Threema E2EE #ops-workflows
Meter standby · CHF 1.20 / min
lukas.meier 4 min ago
Multi-page Swiss QR-invoices from PostFinance fail on page 2 because the payload splitter assumes single-page PDFs.
sarah.keller 2 min ago
@gtdavanti can you patch qr_invoice_parser.py so it scans trailing pages first, and open a sandbox preview?
@gtdavanti connected · Metered AI + Junior session active (01m 15s · CHF 1.50)
@gtdavanti · Agentic Router just now
Patched reverse-page QR payload detection and verified against 14 multi-page PostFinance & Raiffeisen test PDFs. Meter paused automatically.
Changed 2 files +28 -9 · qr_invoice_parser.py Worked 01m 15s · CHF 1.50
PRECISION TAXI METER 1m / 15m QUANTUM
READY · METERED
CHF 1.50
01m 15s elapsed
AUTHORIZED CAP · METERED OR INSTANT SETTLEMENT
CHF 72.00 max hold (CHF 1.20 / min · AI Agents & Junior)
Senior Architect / Lead Engineer: CHF 320+ / hr Typically on-site or deep HITL review
Standard tasks run at CHF 72/hr · Select rail to settle
Avanti ITL (In-The-Loop) · SDLC & PDLC Reinvented

Describe a change. Test a live sandbox fork in minutes. Promote safely to PROD.

Every product we run and every workflow we help you build connects to the Avanti ITL widget, available embedded inside your app or directly on gtd.avantigroup.ai.

01 · SPECIFY

Open Widget & Clarify

Describe what should change. The ITL agent asks targeted follow-up questions and locks a clean engineering spec.

02 · ORCHESTRATE

Spawn Coding Agents

Our orchestrator dispatches parallel coding agents against the repo while preserving architecture and style constraints.

03 · VERIFY

Automated QA & PR

Unit, integration, and UI checks run automatically before opening a clean pull request with blast-radius scoring.

04 · SANDBOX FORK

Instant Testable Fork

Every PR deploys to an isolated fork of your product so your team can test real flows immediately or use it for days.

05 · PROMOTE OR HITL

Deploy or Senior Review

Low-risk changes deploy straight to PROD. If regression risk is detected, the agent flags it and advises HITL engineer review.

V1 · WORKFLOWS OWNED BY YOU

Direct customer PROD promotion with blast-radius guardrails

Because your company owns the workflow, authorized team members can test the live forked sandbox and click Deploy to PROD immediately once satisfied. Whenever our analyzer detects a higher probability of impacting downstream connectors, it warns you upfront and offers a 15-minute or Senior HITL PR review before merge.

V2 · 24/7 PRODUCTS OPERATED BY US

Multi-day staging forks with governed auto-merge to PROD

Even on mission-critical 24/7 systems operated by Avanti, your users can spin up a temporary sandbox or staging fork on demand and work in it for days. Contained UI or workflow refinements with near-zero regression risk promote cleanly, while structural changes route through Avanti HITL engineering before auto-merging to PROD.

Connected Channels

Reach us where your team already communicates.

Trigger metered @gtdavanti support, sandbox previews, or quotes without opening a separate ticket portal.

Threema Work

LIVE · CH
ID: *AVANTI9

Swiss end-to-end encrypted messaging for confidential enterprise workflows and instant metered unblocking.

Telegram

LIVE
t.me/gtdavanti_bot

Mention in shared engineering groups or DM directly for real-time patches, specs, and live stream billing.

Email

LIVE
gtdavanti@agentmail.to

Forward threads, PDFs, or error logs. Quotes, sandbox links, and verified deliverables stay cleanly in-thread.

Signal & Team Chat

BETA
/gtd [request]

Zero-metadata relay for sensitive operations plus slash-command dispatch inside Slack and Discord channels.

Settlement Rails

Metered to the minute or settled instantly.

Pre-authorize a cap via Stripe Stream or Sablier and capture only exact elapsed minutes or 15-minute blocks across Swiss fiat and programmable rails.

Stripe Stream

Pre-authorized fiat hold with per-minute or 15-minute metered capture. Pay strictly for elapsed work.

Stripe Standard

Cards, Apple Pay, and Google Pay for enablement sprints, senior workshops, and fixed quotes.

TWINT

Instant Swiss QR settlement in CHF from any Swiss banking or TWINT mobile application.

Sablier

On-chain continuous token streaming by the second on Ethereum and Arbitrum.

Solana / USDC

Sub-cent network fees with 400ms finality for immediate automated session dispatch.

USDT (TRON / ERC-20)

Global stablecoin settlement across TRON and Ethereum mainnet rails.

Ethereum & L2

Native ETH and stablecoin support across Mainnet, Arbitrum, and Base.

Algorand

Instant finality and near-zero fee settlement for ALGO and Algorand USDC.

Pricing & Engagement

Metered AI + Junior velocity, Senior Architects, or 24/7 managed systems.

Routine tasks stay in the CHF 72/hr range via AI agents and junior engineers, with senior architectural leadership and 24/7 turnkey systems available whenever needed.

ENABLEMENT & METERED @GTDAVANTI
CHF 72 / hr (CHF 1.20/m)
Standard AI Agent + Junior Engineer rate · Senior Architect CHF 320+/hr (on-site / HITL)
  • 1–2 week co-driving sprint (Driver → Co-Pilot → Solo)
  • 100% customer ownership of workflows & code
  • Taxi-meter billing per min or 15m tick + Avanti ITL V1
  • On-site Senior Architect / Engineer available at CHF 320+/hr
Connect @gtdavanti
24/7 AGENTIC ENGINEERING
Custom / scoped quote
We stay permanently in the driver's seat | built & operated 24/7
  • Full workflow takeover or custom 24/7 product build
  • Your team is purely the user, never in the driver's seat
  • Avanti ITL V2 multi-day staging forks & governed PROD merge
  • Clear quote once we understand your objective
Request Project Quote