M&M Technology Solutions — AI-native SaaS & forward-deployed engineering

We build intelligent SaaS products that run your business.

M&M Technology Solutions builds AI-native SaaS products and delivers forward-deployed engineering for SMBs and enterprises — on GCP, AWS, Azure and Firebase, governed by design.

Weeks
idea to first release
9 stages
one accountable team
90 days
warranty after delivery
M&MTECHNOLOGY SOLUTIONS
Google CloudAWSMicrosoft AzureFirebaseKubernetesServerlessLangChainLangGraphDeterministic RAGVector searchMCP serversAgentic AIRules enginesModel tuningFeature engineeringREST & GraphQLEvent streamingMainframe decodersBI & analyticsMobile & web

Solutions

Engineering intelligent products and platforms, end-to-end.

From AI strategy to production-grade systems. We design, build, and run cloud-native products for startups, scale-ups, and global enterprises.

Enterprise solutions

Multi-tenant platforms with SSO, fine-grained RBAC, audit trails, data residency and SLA-backed operation.

SMB applications

Right-sized SaaS for growing businesses — fast to adopt, priced to scale, GST-ready billing.

Mobile apps

Field, sales and customer apps on iOS and Android, offline-aware, integrated with your core systems.

Web applications

Portals, dashboards and operations consoles built API-first on modern frameworks.

Gen AI & agentic AI

Assistants and agents with MCP connectors, deterministic RAG, evals and guard-rails.

Integration & APIs

API gateways, event streams, webhooks and connectors — plus adapters for legacy estates.

Migration & modernisation

Mainframe decoding, cloud migration and re-platforming without losing the business rules.

Business intelligence

Governed metrics, warehouse models and natural-language analytics on your cloud.

Governance, security & privacy

Process governance, security architecture, IT Act and DPDP compliance, DPA-ready contracts.

Productivity & time saving

AI agents and workflow automation take the repetitive 60% of operations off your team — approvals, follow-ups, reconciliations, reporting.

Time to market

Fixed-scope sprints and weekly demos. A working release in weeks, with the architecture written down before the first line of code.

Scale

Multi-tenant, cloud-native, autoscaling from day one — so growth never means a rewrite.

Security & governance

RBAC, encryption, audit logs, secrets management and DPDP controls built in.

Integration & APIs

API-first products, MCP connectors and legacy adapters so systems finally talk.

Operational challenges

Manual processes, siloed data, fragile spreadsheets, mainframe dependencies, compliance deadlines — we map the business flow, encode it as workflow and rules, and put observability around it so you can see it running.

How an engagement runs

  1. 1

    Discover

    A working session on the business flow, the data and the constraints. Output: a problem statement everyone signs.

  2. 2

    Blueprint

    Architecture, data model, security and tenancy model, timeline and risks — in writing, before build.

  3. 3

    Deploy

    Weekly demos, production release in weeks, on the cloud and region you choose.

  4. 4

    Operate

    A forward-deployed engineer runs it with your team through the first weeks, then hands over runbooks.

Small business vs enterprise — what you get

Identity & access
SMBEmail / Google sign-in, 2–3 roles
EnterpriseSSO (SAML/OIDC), SCIM provisioning, fine-grained RBAC, MFA
How we build itRole model designed on day 1; SSO-ready auth layer
Multi-tenancy
SMBShared schema with strict tenant isolation
EnterpriseSchema- or database-per-tenant, data residency, noisy-neighbour controls
How we build itMulti-tenant core with the isolation level you choose
Data privacy
SMBConsent notice, encryption at rest, DPDP basics
EnterpriseDPA, DPDP Act 2023 + IT Act controls, regional residency, retention & deletion workflows, DPIA
How we build itPrivacy-by-design checklist; export and deletion APIs; region hosting
Security
SMBTLS, managed secrets, daily backups
EnterpriseKey management, audit trail on every action, vulnerability scanning, pen-test readiness, ISO/SOC 2 alignment
How we build itAudit-logged actions, secrets manager, least-privilege IAM
Reliability
SMBManaged cloud, automated backups
EnterpriseMulti-zone, RPO/RTO targets, DR drills, written SLA
How we build itCloud-native autoscaling with observability from release 1
Integration
SMBREST APIs, webhooks, CSV import
EnterpriseAPI gateway with rate limits, event streams, MCP/agent connectors, legacy & mainframe adapters
How we build itAPI-first; MCP connectors; mainframe decoders
Workflow & rules
SMBConfigurable workflows
EnterpriseRules engine, approvals, maker–checker, deterministic AI paths
How we build itRules engine + deterministic RAG; agents where they are safe
Observability
SMBBasic logs and uptime monitoring
EnterpriseCentralised logs, tracing, alerting, per-tenant usage analytics
How we build itDashboards, alerts and per-tenant metrics
Billing & plans
SMBSubscription tiers, UPI/cards, GST invoices
EnterpriseEnterprise contracts, usage metering, PO/invoice, budgets
How we build itMetering built in; GST-compliant invoicing
Support & governance
SMBEmail support, documentation
EnterpriseSLA tiers, named engineer, change management, runbooks
How we build itForward-deployed engineer inside your team

Technology

The latest stack — chosen deliberately, documented plainly.

Cloud-native, API-first and AI-ready. We pick the right tool per problem and write the reasoning down.

Cloud & platform

Google CloudAWSMicrosoft AzureFirebaseKubernetesServerless

AI & data

Gen AI & agentic AILangChain · LangGraphDeterministic RAGVector searchModel & feature engineeringModel tuning · evals

Integration

REST · GraphQLMCP servers & connectorsWebhooksEvent streamingAPI gatewaysLegacy adapters

Application

Web applicationsMobile appsMulti-tenant SaaSWorkflow enginesRules enginesBusiness-flow modelling

Modernisation

Mainframe decodersCloud migrationRe-platformingBusiness intelligenceData warehousingGST & finance products

Governance

IAM & RBACEncryption & key managementAudit loggingSecrets managementObservabilityIT Act · DPDP · DPA

Every product ships with

  • Multi-tenant with tenant isolation
  • Role-based access control & SSO-ready
  • Audit log on every action
  • API-first with webhooks
  • GCP, AWS, Azure or Firebase — your choice
  • DPDP-ready consent, export & deletion

Governance, security & privacy

  • IT Act 2000 & DPDP Act 2023 aligned controls
  • DPA-ready contracts for enterprise customers
  • Consent, purpose limitation, retention & deletion workflows
  • Region-based data residency on GCP, AWS or Azure
  • Encryption in transit and at rest; managed key rotation
  • Role-based access with full audit trail
  • Secrets in a secrets manager — never in code
  • Process governance: change control, runbooks, reviews

Products

SaaS products built on one governed, multi-tenant platform.

ChurnGuard AI is live. Five more are in build — join a waitlist to shape them with us.

Live

ChurnGuard AI

Predict churn weeks early and act before revenue leaves.

  • Churn-risk scoring on your customer and usage data
  • Explainable drivers, not black-box scores
  • Playbooks that trigger retention actions automatically
Open ChurnGuard AI
In build

ReclaimGST

GST compliance suite — reconcile, reclaim, file.

  • GSTR-2B ↔ purchase reconciliation and ITC recovery
  • Vendor compliance tracking and mismatch alerts
  • Filing-ready outputs for your CA
Join the waitlist
In build

Mainframe Decoder

Understand, migrate and modernise legacy COBOL and mainframe estates.

  • Program and job-flow decoding into readable business rules
  • Migration plans to cloud-native targets
  • BI over legacy data without re-platforming first
Join the waitlist
In build

Enterprise MCP Chatbot

A GenAI assistant that acts across your systems — safely.

  • MCP connectors to CRM, ERP, ticketing and documents
  • Deterministic RAG with citations and guard-rails
  • Role-aware answers, every action audit-logged
Join the waitlist
In build

Agentic Scheduler

Agents that plan, schedule and run operational workflows.

  • Workflow and approval engine with maker–checker
  • Agents for scheduling, follow-ups and escalations
  • Rules engine for the parts that must be deterministic
Join the waitlist
In build

BI Insights

Business intelligence that answers questions, not just draws charts.

  • Warehouse-ready models on your cloud
  • Natural-language questions over governed metrics
  • Alerts when a KPI moves outside its band
Join the waitlist

Why us

Because an idea should become a working operation — fast, safely, and measurably.

What changes for your business when we build with you.

The problem

Manual, repetitive operations eat the day.

How we solve it

Agents and workflow automation take the repetitive work; your team keeps the decisions.

The problem

Projects take quarters; the market moves in weeks.

How we solve it

Blueprint in days, prototype in a week, production in weeks — with weekly demos to steer.

The problem

Systems don't talk to each other.

How we solve it

API-first products, MCP connectors and legacy/mainframe adapters so data flows without re-keying.

The problem

Growth means a painful re-architecture.

How we solve it

Multi-tenant and cloud-native from the first release; the isolation level upgrades without a rewrite.

The problem

Security and compliance get bolted on at the end.

How we solve it

RBAC, audit logs, encryption and DPDP controls are in the blueprint, so the audit is a formality.

The problem

AI demos that don't survive production.

How we solve it

Deterministic paths, rules engines, evaluation suites and guard-rails — AI where it helps, rules where it must.

Deploy fast, scale fast

Weeks to first release. Autoscaling cloud-native services so the second thousand users cost less than the first hundred.

Easy to use

Built for the operator, not just the admin. Clear flows, mobile-friendly, and AI that explains itself.

Easy to scale

Multi-tenant core, per-tenant isolation you choose, region hosting on GCP, AWS or Azure.

Operational relief

Workflow and rules engines encode the process; agents run the repetitive parts; dashboards show it working.

Secure by default

Least-privilege IAM, encryption in transit and at rest, secrets in a manager, every action audit-logged.

Governed & compliant

IT Act 2000 and DPDP Act 2023 controls, consent and deletion workflows, DPA-ready contracts.

Productivity you can measure

Each automation ships with a before/after metric so the time saved is visible, not assumed.

Predictable timelines

Fixed-scope sprints, weekly demos, written blueprints. No surprises on dates or scope.

How fast we deliver

  1. 1

    Day 0

    Discovery workshop

    Your problem, your data, your constraints. We leave with a signed problem statement.

  2. 2

    Day 3

    Solution blueprint

    Architecture, data flow, security and tenancy model, integration points, indicative timeline and risks.

  3. 3

    Week 1

    Working prototype

    Clickable, on real data where possible. Weekly demos start here and never stop.

  4. 4

    Weeks 3–6

    Production release

    Multi-tenant, audit-logged, monitored, on your cloud. Runbooks and training included.

  5. 5

    Ongoing

    Forward-deployed operation

    An engineer in your team through adoption. Then a defined support tier with SLA.

What we promise

  • Blueprint in writing before any build
  • Scope, timeline and price fixed at prototype sign-off
  • Weekly demos in your own environment
  • Code, infrastructure and credentials handed over — no lock-in
  • 90-day warranty on every delivery
  • Hypercare with a forward-deployed engineer
  • Security and DPDP controls verified before go-live
  • Change requests priced and scheduled, never slipped in

Why teams trust us

  • Product & solution architects on every engagement
  • API and integration specialists (REST, GraphQL, MCP, events)
  • Model engineering, feature engineering and model tuning
  • Rules engines and deterministic RAG for trustworthy AI
  • Multi-tenant, business-flow and workflow modelling
  • Forward-deployed engineers who own the outcome
  • Process governance, security and data-privacy practice
  • Migration, modernisation and mainframe decoding

Process

Nine stages. One accountable team. A 90-day warranty.

You confirm the prototype before we build — so what we build is what you approved.

  1. 1Discuss
  2. 2Requirements
  3. 3Design
  4. 4Prototype
  5. 5Confirm on prototype
  6. 6Build
  7. 7Test
  8. 8Deliver
  9. 990-day warranty
11 call

Discuss

A working conversation about the problem, the people who live with it, the goals and the constraints.

You get
Call notes and a one-page problem statement.
Gate
We agree on the problem worth solving.
22–3 days

Requirements

Business flows, users and roles, data, integrations, compliance needs and success metrics — prioritised into a backlog.

You get
Requirements document with acceptance criteria.
Gate
You sign off the scope and the metrics.
33–5 days

Design

Architecture, data model, tenancy and security model, API contracts, UX flows and wireframes.

You get
Solution blueprint and clickable wireframes.
Gate
Design review with your team.
41 week

Prototype

A working prototype of the core flow, on your real data where possible, deployed to a preview environment.

You get
A prototype you can click through with your users.
Gate
Feedback captured against each screen.
51 session

Confirm on prototype

Walk-through with stakeholders, changes agreed, scope locked. From here the timeline and price are fixed in writing.

You get
Signed scope, fixed timeline, fixed price.
Gate
Scope-lock sign-off.
62–5 weeks

Build

Sprints with weekly demos. CI/CD, code review, automated tests, infrastructure as code on your cloud.

You get
A working increment every week, visible in your environment.
Gate
Weekly demo acceptance.
71 week

Test

Functional, integration, security and performance testing; then UAT with your team on the staging environment.

You get
Test reports, fixed defects, UAT checklist.
Gate
UAT sign-off.
81–2 days

Deliver

Production release on your cloud and region, runbooks, admin training, handover of code and infrastructure.

You get
Live product, documentation, credentials in your control.
Gate
Go-live acceptance.
990 days

90-day warranty

Defects fixed at no cost. Hypercare with a forward-deployed engineer for the first weeks, then a defined support tier.

You get
Stability guarantee, and a team that answers the phone.
Gate
Transition to support SLA.

About

A product company that builds like a frontier lab and delivers like a forward-deployed team.

M&M Technology Solutions is based in Hyderabad. We build our own SaaS products — and the same engineers embed with your team to make them, or your custom solution, work in the real world.

Blueprint before build

Architecture, data model and tenancy are written down and reviewed before code.

Deterministic where it matters

Money, compliance and approvals run on rules engines; AI augments, never overrides.

Multi-tenant from release one

Tenant isolation is a design input, not a migration project.

Everything audit-logged

Every action attributable to a user, a role and a time — for you and your auditors.

Observable by default

Logs, traces, alerts and per-tenant metrics ship with the first release.

Your cloud, your region

GCP, AWS or Azure; your region when residency matters. No lock-in to us.

Outcome over output

We measure success by the operation that now runs, not the features that shipped.

Say it in writing

Blueprints, timelines and risks on paper before you commit.

Secure and compliant first

Privacy and governance are design inputs, not an audit scramble.

Embedded, not remote

Forward-deployed engineers sit with your team until it works.

Meet

Book a 30-minute demo.

Tell us the problem. We will walk you through the product, sketch the solution blueprint and give you a realistic timeline — on a call, in Google Meet.

  • Your challenge, data and constraints
  • Live product walkthrough (ChurnGuard AI or your use case)
  • Indicative blueprint, timeline and next steps

Google Calendar

Pick a slot

Open our Google Calendar to see availability, then email us your preferred time — we confirm within one business day.

Mon–Sat · 09:30–18:30 IST

Contact

Let's talk.

Tell us the operation you want to fix. We reply within one business day.

Office

Unit 1012, 10th Floor, Manjeera Trinity Corporate
JNTU–Hitech City Road, KPHB Phase 3
Hyderabad – 500072, Telangana, India

Mon–Sat · 09:30–18:30 IST