Top AI Development
Company
Top 10 Software
Developers
Top AI Developers
in California
Top Staff
Augmentation
Company

Services we provide

AI & ML Development

Production-ready AI, ML, RAG, and computer vision, integrated into your stack. We build on OpenAI, Anthropic, Gemini, Llama, Mistral, DeepSeek, Qwen, and more, and turn your data into secure, measurable revenue gains, not pilots that gather dust.
LLM
ML
RAG
Computer Vision
MLOps
Illustration representing AI and machine learning engineering.

AI Agents Development

Custom agents, copilots, and multi-agent systems that automate real work: sales, support, ops, research. Production-grade from day one, with guardrails, evals, and observability built in.
AI Agents
Copilots
Multi-Agent
LangGraph
Voice AI
Illustration of a central AI orchestrator linked to autonomous agents.

Custom Software Development

Custom software with AI acceleration: web, mobile, and SaaS products engineered end to end, with AI built into every layer when your product calls for it, from conversational UIs to recommendation engines and agent-first workflows.
AI-Native
SaaS
Web
Mobile
Vibecode Rescue
Illustration of a web and mobile product with AI built into every layer.

AI-Native Transformation

Turn your engineering organization AI-native without rebuilding what works.
AI Readiness
Context Engineering
Agentic Workflows
Codebase Modernization
AI Tooling
Illustration of existing building blocks moving forward, representing an AI-native transformation without a rebuild.

AI-Driven Product Discovery

Validate scope, architecture, and ROI before committing to a full build. Go from hypothesis to a working PoC in 1–2 weeks, with use-case mapping, a data audit, and a costed roadmap.
Use-case mapping
Architecture
Rapid PoC
1–2 weeks
Illustration of a product-discovery dashboard examined under a magnifier.

Team Augmentation

We embed top 1% senior AI/ML, full-stack, and product engineers directly into your team, working AI-first by default. Our experts adopt your tools, stack, and culture, adding senior capacity without long hiring cycles.
Cultural fit
Top 1%
Instant hire
Illustration of a team collaborating around a task board, discussing ideas and working on laptops and tablets.

Web Development

Modern websites and web apps built by senior teams: fast, responsive, and easy to manage. Add AI agents, copilots, or data integrations when you need them, or simply ship a great website.
Contentful
Magento
WordPress
Shopify
Sitecore
Web development illustration.

Mobile Development

Native and cross-platform iOS and Android apps built by senior teams. AI features (agents, copilots, voice, computer vision) when your roadmap calls for them, and solid, fast, well-loved apps either way.
Swift
React Native
Flutter
Kotlin
Java
Mobile development illustration.

Diffco AI Methodology

A delivery method built for the AI era, not retrofitted to it.

Code is the cheap part now. Knowing what to build first, which foundation will hold at ten times the users, and what not to build at all is where projects are won.

Senior engineers make those calls. More than 100 AI agents per engineer do the building, around the clock, on our own delivery platform built on Claude Code and OpenAI Codex. A living plan with automatic checks keeps every agent inside the lines.

  • You click through your product before we build it
  • We bring you the parts of the job you never put into words
  • Every architecture decision is written down with the alternatives
  • Everything traces back to a goal, which is what makes change fast
  • People make the decisions, and AI agents build inside them
  • Before release, a person watches it work
  • The whole project
    is a document you can read
  • Read the full methodology

Our Expertise for Your Success

Using powerful, industry-specific software solutions, our team can help you achieve your business goals.

AIAI
AI
HealthcareHealthcare
Healthcare
FinanceFinance
Finance
TechnologyTechnology
Technology
Retail and E-commerceRetail and E-commerce
Retail and
E-commerce
SaaSSaaS
SaaS
Business servicesBusiness services
Business services
Media and entertainmentMedia and entertainment
Media and
entertainment

How Diffco helps you
deliver the best results

Product‑Oriented Approach
Product‑Oriented
Approach

We think like product owners, not just vendors. We research your users, challenge assumptions, and help you prioritize features that move the metrics that matter.

AI-First by Default
AI-First by
Default

Every project runs on our Production-Ready AI Engineering practice: senior engineers paired with AI agents, shipping faster without lowering the bar. AI is the engine, not the marketing.

Clear Communication
Clear
Communication

We build relationships on integrity and trust, with transparent processes and proactive communication at every stage of the work.

Customer-Centric Approach
Customer-Centric
Approach

We start from your business goals, not our tech stack, and deliver tailored solutions that drive measurable impact for your team and customers.

How we build

Seven stages, with a person signing off at every gate.

Every project runs through Production-Ready AI Engineering: seven stages, senior engineers directing 100+ AI agents, a check on every save, and a person signing off at every gate.

  1. 01

    Discover

    Human + AI

    Workshops and stakeholder interviews with AI in the room. It cross-verifies inputs across calls, docs, and Slack threads, flagging blind spots, edge cases, and contradictions humans miss.

  2. 02

    Plan

    AI

    AI decomposes the work, picks architecture, models, and tools. Surfaces risks, costs, trade-offs, and conflicts between stated requirements, before they become bugs.

  3. 03

    Align

    Human

    You review and approve. Every decision is logged: an auditable trail before any code is written. No black box, no scope drift.

  4. 04

    Build

    Human + AI

    AI agents execute the approved plan inside engineered guardrails. Senior engineers steer and unblock. Sprint cadence with working artifacts, not status decks.

  5. 05

    Validate

    Human + AI

    Three independent layers on every release candidate: automated evals, senior code review, and dedicated Human QA, with manual and exploratory testing alongside security, performance, and accessibility checks.

  6. 06

    Release

    Human + AI

    Production deployment, UAT, knowledge transfer, runbooks. Cutover is documented, reversible, and on a schedule you approve. Your team takes the keys, or we operate it for you.

  7. 07

    Evolve

    Human + AI

    Launch is a milestone, not a finish line. Monitoring, feedback loops, and incremental improvements keep the system compounding, and feed the next discovery cycle.

Every later change re-enters the same loop, and nothing skips a step.

Read the full methodology

Our cases and testimonials from delighted clients

AI
Front-end
Back-end
API
SaaS

The AI Moderator: AI-run interviews plus the real-time participant interface

Voice recognition
AI
SDK

We've developed an audio marketing platform with intelligent advertisements

We were impressed by Diffco's approach to the development process and how they engineer new solutions.

Stas Tushinskiy
Stas Tushinskiy
CEO & Co-founder at Instreamatic
Instreamatic
AI
Mobile app
Back-end
Product discovery
B2C

Full development + AI agentic product discovery

Diffco partnered with Happier to provide full product development and AI-driven agentic product discovery for their emotional wellness platform. We led end-to-end engineering across mobile and backend, and used AI agents during discovery to map user behavior, generate product hypotheses, and validate them against real user data, turning daily check-ins, mood patterns, and content interactions into personalized, evidence-based wellbeing experiences at scale.

AI Strategy
AI-native Development
Marketing Analytics

We set up AI-native development across RedTrack's ad-tracking platform

RedTrack already had Claude Code running in CI, a custom orchestration service and context files, and a productivity curve that had flattened anyway. Diffco ran a month of Discovery, found the bottleneck was context rather than code generation, and installed the operational and methodological foundations around it: specification-driven development, documentation on hard CI/CD gates, and isolated per-task agent workspaces.

Find out more about our case studies

See more cases

How we build

We prioritize your success, understand your unique needs, and deliver tailored solutions that drive your business growth.

Success stories of our clients

We're a trusted global partner

They were communicative, consultative, and helpful. They went above and beyond all the way. What an amazing team. I will work with them again and again.
Don MarklandDon MarklandCEO at Accountability Now
Diffco took on a complex financial system build for us — the kind of work that touches fund accounting and compliance, where there’s no margin for error — and they delivered. They helped us shape our AI product strategy rather than just executing tickets. Real ownership of the outcome.
Adam HooksAdam HooksCEO at Vero K12
Clutch5.0
Their commitment to excellence ensures our platform remains robust and adaptable to our evolving needs. With their expertise, we've successfully enhanced our offerings, making our collaboration highly effective.
Pete GualfettiPete GualfettiHead of Design and Integration at Good2Go
GoodFirms5.0
We were impressed by Diffco's approach to the development process and how they engineer new solutions. They look ahead, learn about your product and strategy, and develop sophisticated, highly functional solutions.
Stas TushinskiyStas TushinskiyCEO & Co-founder at Instreamatic
DesignRush5.0
Diffco supplied us with the skilled engineers we needed to meet our ambitious goals. Their account manager proactively addressed concerns, ensuring our expectations were met.
Razvan SpatariuRazvan SpatariuSenior Software Engineering Manager at Multiverse
Diffco handled discovery for two complex health tech AI products for us. They’re technically sharp, honest about what’s actually worth building, and easy to work with. They moved fast without cutting corners and understood the healthcare space. Highly recommend.
Mark MagazuMark MagazuPrincipal at M3 Veterinary Innovation Advisors
DesignRush5.0
Diffco's expertise and engineering approach increase the reliability and efficiency of our IoT infrastructure. Diffco has proven to be a reliable partner with exceptional expertise. I highly recommend their services.
David C ThompsonDavid C ThompsonSenior Digital Initiatives director at ChemTreat
Clutch5.0
The quality and consistency of the team make Diffco stand out from other vendors.
Art DanielovArt DanielovCEO at Flashgrid
Capterra5.0
Diffco turned our concept into a polished product from scratch, delivering on a tight timeline. Clear communication, organized project management, and a strong mix of creativity and technical expertise produced an app that exceeded our vision.
Mason MeninMason MeninCo-founder at WYA Group, Inc.

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