Tamcherry

We build AI systems that create value.

We design and deploy AI-powered products — from internal copilots to full automation systems — tailored to your workflows.

The gap between potential and production.

Most companies treat AI as an experimental tool. We build it as the primary engine for automation.

Manual workflows slow teams down

Repetitive data entry and decision-making create bottlenecks that prevent scale.

AI pilots never reach production

Most projects fail at the implementation phase because they lack robust infrastructure.

Too many tools, no real automation

Fragmented software ecosystems lead to information silos and manual handoffs.

Built for outcomes.

We design and deploy production-ready AI products tailored to your specific infrastructure.

01 — Decision Systems

Bring structure and intelligence to critical decisions.

  • Candidate & risk scoring
  • Lead / deal qualification
  • Recommendations & rankings

Outcome

Faster, consistent, accurate decisions.

02 — Workflow Systems

Automate work and orchestrate workflows across teams.

  • Process orchestration
  • AI copilots for teams
  • Document & data automation
  • Ops assistants (HR, Sales, Support)

Outcome

Less manual work, faster turnaround, lean operations.

03 — Integration Systems

Unify tools, data, and teams into one intelligent layer.

  • ERP / CRM / ATS integrations
  • Workflow automation & routing
  • Real-time sync & triggers

Outcome

Connected systems, clear visibility, zero silos.

04 — Transformation Systems

Turn AI initiatives into production-ready impact.

  • Strategy & roadmap
  • Use case prioritization
  • Pilot to production
  • Adoption & change management

Outcome

Faster ROI, lower risk, measurable impact.

Built for impact

Explore systems we have built and deployed for real-world operational outcomes.

Zolio

INTELLIGENT SYSTEMS · REAL IMPACT

Case StudyHR Tech

AI Interviews. Faster Hiring.

AI-powered interviews and smart evaluations for faster, more accurate hiring.

The Challenge

The Challenge

  • Slow hiring process
  • Inconsistent evaluations
  • Manual screening load
  • Low pipeline visibility
Our Solution

Our Solution

  • AI interview automation
  • Smart candidate scoring
  • Real-time analytics
  • Secure hiring workflows

Interview Overview

Live pipeline — May 2024

Live

Interviews Conducted

0+

Candidates Evaluated

0+

Active Interviews

0

Completed Today

0+

90
Technical
82
Comm
88
Problem
80
Culture

The Impact

70%

Faster Hiring

50%

Less Manual Work

35%

Better Accuracy

24/7

AI Screening

A proven approach. Built for real-world impact

A collaborative, outcomes-driven process that delivers AI systems solving the right problems and creating lasting value.

01

Discovery & Research

Understanding users & the problem space

Activities
  • Stakeholder kickoff workshop
  • User interviews
  • Competitor & heuristic audit
  • Contextual inquiry sessions
Deliverables
Research reportUser personasCompetitor matrixInsight summaryAffinity map
01 / 06
02

Define & Strategy

Translating research into structure

Activities
  • User journey mapping
  • Tree testing on IA draft
  • Design principles definition
  • Content strategy planning
Deliverables
User journey mapsSitemapIA documentDesign principlesFeature priority matrix
02 / 06
03

Wireframing & Lo-Fi Design

Exploring layouts without visual noise

Activities
  • Lo-fi wireframe creation
  • User flow diagramming
  • Stakeholder review & feedback
  • Early usability walkthroughs
Deliverables
Lo-fi wireframesUser flow diagramsAnnotated screensDesign file (lo-fi)Review presentation
03 / 06
04

Design System & UI Kit

Building the visual language & components

Activities
  • Visual direction exploration
  • Typography & color system
  • Component library build-out
  • Accessibility audit (WCAG 2.1 AA)
Deliverables
Design system docComponent libraryStyle guideAccessibility checklistMoodboard
04 / 06
05

High-Fidelity Design

Pixel-perfect screens & prototype

Activities
  • Apply design system to all screens
  • Mobile-first responsive design
  • Micro-interaction design
  • Prototype building in Figma
Deliverables
Hi-fi web mockupsMobile app screensInteractive prototypeAll screen states
05 / 06
06

Testing & Handoff

Validating the design & enabling development

Activities
  • Usability testing
  • Design critique & iteration
  • Dev handoff & QA support
  • Performance & accessibility QA
Deliverables
Usability test reportIteration logDev handoff fileAsset libraryDesign documentation
06 / 06
Scroll to explore

Numbers that speak

60%Reduction in
manual work
3 WkAverage
deployment
24/7Operational
autonomy
Case Study

"Reduced support workload by 45% using an internal AI assistant deployed in 2 weeks."

By integrating a custom RAG system with their internal documentation, we enabled the support team to handle double the volume with half the headcount.

Read Full Study

Trusted by teams building the future

CCST
Marlabs
Smarteeva
Tata Elxsi
Tecnimont
VPS
Worley
Zellis

Not just another tech vendorWe build systems that compound value

Most companies deliver code. We deliver clarity, systems, and outcomes that drive lasting business impact.

Let's build something
extraordinary together