Skip to main content
M TECHUB LLC: Think. Innovate. Disrupt.

Directories and platforms that recognise M TECHUB LLC

  • Jet-hunter
  • Zoya
  • Tech Behemoths
  • GoodFirms
  • Fate
  • Clutch
  • Jet-hunter
  • Zoya
  • Tech Behemoths
  • GoodFirms
  • Fate
  • Clutch

AI agents and automation we offer

We design agents that call tools, follow policies, and escalate — not free-running scripts that surprise ops.

  1. 01

    Multi-step agents

    Plan, act, and verify across tools with clear stop conditions and retries.

  2. 02

    Workflow automation

    Ticket triage, enrichment, scheduling, and follow-ups that cut copy-paste work.

  3. 03

    Human review gates

    Approvals before irreversible actions — refunds, sends, or customer-facing replies.

  4. 04

    Observability

    Traces of every tool call and decision so you can debug and improve the agent.

Ready to automate with agents you can trust?

Describe the workflow, the tools involved, and where humans must stay in the loop — we will propose a scoped pilot.

  • Software Developers
  • AI Engineers
  • QA & Testing
  • Experience Designers
  • Data Engineers
  • Software Developers
  • AI Engineers
  • QA & Testing
  • Experience Designers
  • Data Engineers
  • Software Developers
  • AI Engineers
  • QA & Testing
  • Experience Designers
  • Data Engineers
  • Software Developers
  • AI Engineers
  • QA & Testing
  • Experience Designers
  • Data Engineers

Capabilities inside your agent systems

Pick the capabilities your product needs — we wire them in when the business case is clear.

  • 01

    Tool-using agents

    Search, CRM updates, tickets, and custom APIs behind permissioned tool schemas.

  • 02

    Policy and prompts

    Brand voice, allowed actions, and refusal rules encoded where the agent decides.

  • 03

    Retry and recovery

    Idempotent steps and backoff so flaky APIs do not leave half-finished work.

  • 04

    Action allowlists

    Only the tools and destinations you approve — nothing open-ended by default.

  • 05

    Run analytics

    Success rate, cost per run, and time saved so automation has a business case.

  • 06

    Channel triggers

    Start agents from email, chat, forms, or schedules without a new control plane for every team.

  • 07

    Custom tools

    Wrap internal services so agents can do real work in your domain.

  • 08

    Operator consoles

    Queues for review, override, and feedback that improve the next run.

AI work we have shipped

View more work
  1. Alison

    Free mobile courses with study reminders and personalized recommendations.

    75%
    Higher course completion with study reminders
    43%
    More courses per learner with AI recommendations
    50M+
    Learners on mobile
    Alison app showcase: Free mobile courses with study reminders and personalized recommendations.
  2. OnSkin

    Shoppers scan cosmetics to look up ingredients and compare alternatives.

    8M+
    Users across iOS and Android
    2M+
    Cosmetic products analyzed
    <2 sec
    To deliver a scan result
    OnSkin app showcase: Shoppers scan cosmetics to look up ingredients and compare alternatives.
  3. AI Medical Consultation

    An Android app explains lab reports and routes symptoms to the relevant specialty.

    92%
    Of users were satisfied with how clearly the app explained their lab reports
    100K+
    Google Play downloads
    <5 sec
    For an AI response
    AI Medical Consultation app showcase: An Android app explains lab reports and routes symptoms to the relevant specialty.
  4. AI Fitness Coach

    Workout plans adapt to fitness goals and feedback on exercise form.

    5.9M+
    Workouts logged
    23.6M+
    Sets recorded by 40,000+ weightlifters
    3 months
    Project duration
    AI Fitness Coach app showcase: Workout plans adapt to fitness goals and feedback on exercise form.

Why teams choose us
for AI agents

  1. 1

    Control over autonomy

    Agents expand only as far as your policy allows — with humans on critical actions.

  2. 2

    Tool discipline

    Small, typed tools beat sprawling plugins that are hard to secure or debug.

  3. 3

    Full run traces

    Every decision and API call is inspectable when something goes wrong.

  4. 4

    Cost visibility

    Token and tool spend tracked per workflow so automation stays economical.

  5. 5

    Pilot-first delivery

    One workflow proven before we multiply agents across the organization.

  6. 6

    Steady improvement

    Feedback from operators feeds prompt and tool updates after launch.

Combining Frontier Models with Proven Technologies

We match LLM capabilities and cloud infrastructure to the use case; our stack reduces risk, supports growth, and builds lasting systems.

  • ChatGPT
  • Llama
  • Gemini
  • Claude
  • DALL·E
  • github
  • ruby on rails
  • node.js
  • react
  • next.js
  • ios
  • redis
  • android
  • figma
  • sentry
  • aws
  • linear
  • kubernetes
  • aws s3
  • notion
  • digitalocean
  • wordpress
  • docker

AI agents and automation FAQs

A chatbot mainly answers. An agent plans steps and calls tools — update a ticket, fetch a record, schedule a follow-up — with logging and stop rules.

Tell us what you want AI to do

Share the use case, the systems involved, and any constraints. Our team will review it and suggest a next step.