StudioAI and Product Engineering

Production AI and Engagement,
Built Inside Your Stack

Trustseed Labs builds bespoke AI, gamification and Telegram features for iGaming, fintech and e-commerce teams. No templates, no white-label, no lock-in.

Senior people. Capped estimates.Code you own, on final payment
AI OptimisationGamificationTelegram BotsProduct Engineering
Your Stack

Built inside the stack
you already run

Your Cloud
Your Codebase
Telegram Bot API
Your CRM
Your Cashier
Your Data
Our Practices

Four Practices,
One Senior Team

Bespoke work only, scoped around your product, your data and the way your teams already operate.

AI Optimisation

Make AI cheaper, faster and more useful in production, from cost audits to LLM features and ops automation.

See engagements

Gamification

Missions, XP, tournaments and loyalty tiers built into your platform, so retention stops depending on discounts.

See engagements

Telegram Bots

Mini App front ends, support bots and opt-in outreach on the channel your users already live on.

See engagements

Product Engineering

Web apps, portals, internal tools and data pipelines, delivered alongside your AI and engagement roadmap.

Talk to us

Two popular places
to start

Cost and Performance Audit

Our recommended start. Find where AI spend, latency and quality are leaking, and leave with a prioritised fix plan in 2 to 3 weeks.

Your Casino, Inside Telegram

A Telegram Mini App lobby, login and cashier on top of the platform you already run. Your games, wallet and back office stay put.

Why Trustseed

Standards

Engineering Standards
on Every Project

The same six rules apply whether we are auditing a prompt or shipping a Telegram casino.

Your Cloud, Your Accounts

We deploy into your infrastructure, under your access controls.

Full Source Code

Clean, documented repositories handed over at launch.

Security by Default

Least-privilege access, secrets management and audit logging.

Tested Before Release

Automated tests and staged releases before anything reaches production.

Documented

Architecture notes, runbooks and handover sessions for your team.

Senior Oversight

A named senior lead is accountable for every engagement.

Our Process

From Idea to Production
in Four Steps

Every engagement starts with a short, paid discovery sprint. You see working software every week and are never billed above the cap.

  • Kick-off workshop with your team
  • Review of your systems, APIs and data
  • Written spec and capped estimate
Book a discovery sprint
  • Weekly demos of working software
  • Billed monthly on actual days
  • Never above the agreed cap
Book a discovery sprint
  • Testing and staged release
  • Deployment to your cloud
  • Documentation and handover
Book a discovery sprint
  • Optional retainer
  • Or pay as you go for changes
  • Continuous improvement
Book a discovery sprint
1

Discovery

1 to 2 weeks. Systems review, spec, architecture and a capped estimate. Output: signed-off scope.

  • Kick-off workshop with your team
  • Review of your systems, APIs and data
  • Written spec and capped estimate
2

Build

2 to 8 weeks. Weekly demos, billed monthly on actual days within the cap. Output: working software.

  • Weekly demos of working software
  • Billed monthly on actual days
  • Never above the agreed cap
3

Launch

About 1 week. Testing, deployment to your cloud, documentation and handover. Output: live in production.

  • Testing and staged release
  • Deployment to your cloud
  • Documentation and handover
4

Support

Ongoing. Optional retainer, or pay as you go for changes. Output: continuous improvement.

  • Optional retainer
  • Or pay as you go for changes
  • Continuous improvement
Engagements

Fixed Scopes That Move
Real Business Numbers

Six ways to start, each with a clear scope, a typical timeline and a capped estimate agreed in discovery.

Start with discovery
Sound Familiar?

Where Teams Get Stuck

Most teams we speak to recognise at least two of these.

Day Rates

Day Rates,
Capped Estimates

Billed on actual days worked, by role. The estimate agreed in discovery is a ceiling unless you approve more.

Project Manager
$320USD

Keeps scope, milestones and weekly demos on track so the build lands inside the cap.

Start with discovery
  • Discovery workshop and milestone plan
  • Weekly demos
  • Monthly invoices on actual days
  • Written approval before extra days
  • Handover sessions for your team
Senior Lead
Architect / AI Lead
$480USD

The named senior lead accountable for architecture, AI design and every engagement end to end.

Start with discovery
  • Systems, API and data review
  • Architecture and capped estimate
  • Model selection and cost modelling
  • Guardrails and evaluation suites
  • Accountable from discovery to handover
Developer / DevOps
$400USD

Builds, tests and deploys the work into your cloud, codebase and existing tools.

Start with discovery
  • Built in your cloud and codebase
  • Integrations with your CRM and APIs
  • Automated tests and staged releases
  • Least-privilege access and audit logs
  • Clean, documented repositories
Not sure which roles you need?

The discovery sprint sets the team, the scope and the cap. Its fee is credited against the build.

Talk to us
Common Questions

Simple Terms,
No Surprises

Straight answers on ownership, billing and how we work with your team.

You do. Full IP and source code transfer to you on final payment.

Yes. We build alongside your engineers or hand over to them, with architecture notes, runbooks and handover sessions.

In your infrastructure, inside your accounts and access controls. No proprietary lock-in.

Extra days need your written approval first. The capped estimate is a ceiling, so there are no surprise invoices.

Day rates by role. A deposit to start the build, then monthly invoices on actual days worked, never above the cap.

With a paid discovery sprint of up to two weeks. You receive a written spec, an architecture outline, a capped estimate and a timeline, and the fee is credited against the build.

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