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Services

New Builds, Legacy Rescue, or Anything In Between

Starting from scratch, stuck with a system that's outgrown itself, or just need someone to keep it running — whatever the technical problem, we're set up to solve it.

Build & Engineer

Starting Something New

Custom Software Development
Build & Engineer

Custom Software Development

We design and build bespoke platforms around how your business actually works, rather than forcing you into a generic template. Every engagement starts with your workflows and data, not our tech stack preferences.

Discovery & solution architecture
Full-stack product engineering
Legacy system re-platforming
API-first, integration-ready builds
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Build & Engineer

Web Application Development

Responsive, fast, and secure web applications built on modern frameworks — from customer-facing portals to internal operations tools that your team will actually enjoy using.

React, Next.js & Vue front-ends
Node.js, Python & Java back-ends
Progressive web apps
Accessibility & performance tuned
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Web Application Development
Mobile App Development
Build & Engineer

Mobile App Development

Native and cross-platform mobile apps that feel fast and native, built once and maintained efficiently across iOS and Android using Flutter and React Native, or fully native when performance demands it.

iOS (Swift) & Android (Kotlin)
Flutter & React Native
Offline-first architectures
App store launch support
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Build & Engineer

Cloud & DevOps

We design infrastructure that scales with usage and stays within budget, with CI/CD pipelines that let your team ship confidently and often, on AWS, Azure or GCP.

Infrastructure as code
CI/CD pipeline design
Cost optimization & FinOps
Site reliability & monitoring
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Cloud & DevOps
Rescue, Modernize & Support

Already Have Software? We Pick Up From Here

Most of what we do isn't a blank canvas. It's a system someone else built, a project that stalled, or data trapped somewhere it shouldn't be. Small business or enterprise, ours or not — if it's holding you back, this is where we start.

Free Technical Health Check

Not Sure What's Actually Wrong? Let's Find Out First

Send us what you have — a codebase, a database, a system nobody wants to touch — and we'll give you a straight, no-obligation assessment of what's fixable, what's not, and what we'd recommend doing about it.

Legacy System Rescue & Recovery
Rescue, Modernize & Support

Legacy System Rescue & Recovery

Inherited a codebase nobody understands? Original developer or agency gone quiet? We take over stuck, undocumented, or fragile software — assess it honestly, stabilize what's breaking, and get you moving forward again without a full rebuild unless you actually need one.

Codebase & architecture audit
Bug fixing & stabilization
Documentation recovery
Clean ownership handover
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Rescue, Modernize & Support

Data Extraction & Migration

Your data shouldn't be held hostage by an old system, a vendor you're leaving, or a pile of spreadsheets. We extract it safely, clean it up, and move it into whatever comes next — with your history and integrity intact.

Legacy database & file extraction
Data cleaning & validation
Low-downtime migration planning
Migration to modern cloud platforms
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Data Extraction & Migration
Application Modernization & Redevelopment
Rescue, Modernize & Support

Application Modernization & Redevelopment

Whether it's a small business tool that's outgrown itself or an enterprise platform showing its age, we modernize what you already have — refactor, re-platform, or selectively rebuild — so you're not starting from zero unless that's genuinely the right call.

Monolith-to-microservices migration
Framework & platform upgrades
Zero/low-downtime cutover planning
Technical debt remediation
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Rescue, Modernize & Support

Managed Support & Maintenance

Once software is live, someone has to keep it that way. Our support plans cover monitoring, patching, bug fixes and small enhancements — on systems we built and on ones we didn't, with response times that match how critical it is to your business.

24/7 monitoring & alerting
SLA-backed incident response
Security patching & upgrades
Ongoing feature enhancements
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Managed Support & Maintenance
AI & Data

Putting Your Data and AI to Work

AI can write code faster than ever — but writing code and building a reliable product are not the same thing. Every AI-assisted build we deliver is still reviewed line by line by senior engineers, with database design, indexing and security checked by hand, not assumed.

AI Is a Help, Not a Replacement

Almost anyone can prompt their way to working code today — that doesn't mean it's stable, secure, or built to last. We use AI as a tool inside a disciplined engineering process, not as a substitute for it. Be cautious of anyone promising a fully-built application in days at bargain prices — ask who's actually reviewing what gets shipped.

AI & Machine Learning
AI & Data

AI & Machine Learning

We build machine learning systems that solve a specific business problem — forecasting, recommendation, fraud detection, quality inspection — and get them into production, not just a notebook.

Custom model development
MLOps & model monitoring
Recommendation & forecasting systems
Model evaluation & responsible AI review
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AI & Data

Generative AI & LLM Integration

From internal copilots to customer-facing assistants, we design retrieval-augmented pipelines and agent workflows around large language models — grounded in your data, with guardrails that matter.

RAG pipelines & knowledge grounding
AI copilots & internal assistants
Agentic workflow automation
Prompt evaluation & guardrails
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Generative AI & LLM Integration
Data Engineering & Analytics
AI & Data

Data Engineering & Analytics

Reliable data is the foundation of every AI and analytics initiative. We design pipelines, warehouses and dashboards that turn scattered data into something your team can actually trust and act on.

ETL/ELT pipeline design
Cloud data warehousing
Real-time analytics dashboards
Data quality & governance
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AI & Data

Computer Vision & NLP

We apply vision and language models to real operational problems — visual quality inspection, document understanding, speech and text analytics — tuned to your domain.

Image & video analytics
Document & OCR intelligence
Speech-to-text & NLP pipelines
Edge & on-device inference
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Computer Vision & NLP
Quality, People & Advice

The People and Judgment Behind the Code

QA & Test Automation
Quality, People & Advice

QA & Test Automation

Quality isn't a phase at the end — it's built into every sprint. Our QA engineers design automated test suites that catch regressions before your customers do.

Automated regression suites
Performance & load testing
Manual exploratory testing
CI-integrated test pipelines
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Dedicated Team / Staff Augmentation

Extend Your Team With Vetted Engineers

Whether you need one senior developer for three months or a full squad for a year-long build, we place people who work inside your process, your standups, and your tools — not a black-box vendor team.

Quality, People & Advice

Tech Consulting & Fractional CTO

Sometimes what you need first is a straight opinion, not a proposal. We review architecture, evaluate vendors or technology choices, and help you plan the next move — with no obligation to hire us for whatever comes after.

Architecture & code review
Technology stack evaluation
Technical due diligence
Roadmap & planning sessions
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Tech Consulting & Fractional CTO
Engagement Models

Choose the Way You Want to Work With Us

Health Check

A free, no-obligation look at what you already have before you commit to anything.

Fixed Scope

A clearly defined project, timeline and price — ideal for MVPs and well-specified builds.

Dedicated Team / Retainer

Ongoing staffing or support capacity, billed monthly, scale up or down as needed.

Contact Takniki Consulting