Why Synthari
BUILT
DIFFERENTLY.
ON PURPOSE.
The advantages of working with Synthari come from how we work — not from marketing claims about our technology stack.
Back to HomeCore Advantages
WHAT YOU GET
WITH SYNTHARI
DATA AUDIT BEFORE COMMITMENT
We review your image or video data before agreeing to any development scope. You get an honest assessment of whether your data supports the system you're considering.
DOCUMENTATION YOUR TEAM CAN USE
Every delivery includes plain-language documentation — integration guides, performance notes, and retraining procedures written for operations staff, not engineers.
COLLABORATIVE CLASS DEFINITION
Detection categories and tolerance thresholds are defined together with your operations team — because they understand the domain better than any external developer.
SINGAPORE-BASED THROUGHOUT
On-site visits, in-person workshops, and direct communication — the team you scope with is the team that delivers. No offshore handoffs, no timezone gaps mid-project.
TRANSPARENT PERFORMANCE BOUNDS
We document what the model does well and where it struggles. Knowing the boundaries of performance is as important as knowing the headline accuracy figure.
INDEPENDENCE AFTER DELIVERY
The goal of every engagement is to leave you capable of maintaining and retraining the system yourself. We succeed when you no longer need us for routine operations.
01 / Expertise
INDUSTRIAL CV
EXPERIENCE
Our team has spent years working specifically in the intersection of computer vision and industrial operations — manufacturing lines, logistics handling, and facilities inspection in Singapore's built environment. This isn't generalised machine learning work brought sideways into your industry.
- Object detection under variable Singapore industrial lighting conditions
- Visual inspection for SME production environments with mixed product SKUs
- Feasibility review methodology developed over 40+ client engagements
Track Record
Technology Approach
02 / Technology
TOOLS CHOSEN
FOR YOUR CONTEXT
We select model architectures and training approaches based on what your specific environment and data require — not based on what's currently generating research attention. Newer isn't always better when the deployment target is a factory floor or a logistics bay.
03 / Service
ENGAGEMENT
DESIGNED FOR
OPERATIONS TEAMS
The people who will operate a computer vision system are rarely the same people who approved the purchase. We design our engagement process to include the operators, supervisors, and quality staff who interact with the system daily — from class definition to final handover sessions.
- Kickoff workshops structured for mixed technical and non-technical teams
- Documentation written without assumed technical background
- On-site calibration sessions at your facility
How We Communicate
Project updates are provided weekly via a written brief — no lengthy meetings without agendas. Decisions are documented and confirmed before we act on them.
When we encounter a constraint or uncertainty mid-project, we raise it immediately with a proposed approach. We don't wait until delivery to surface problems.
At handover, we run a session with the people who will use the system — not just the project sponsor — to ensure operational knowledge transfers correctly.
What's Included
04 / Value
FIXED SCOPE.
CLEAR PRICE.
REAL HANDOVER.
Our engagements are priced as defined deliverables — not as consulting retainers that expand in scope. You know what you're getting, what it costs, and when you'll have it, before any work begins.
05 / Results
SYSTEMS THAT
STAY IN USE
A computer vision system that gets shelved six months after delivery isn't a success — even if the model accuracy was technically good. We measure outcomes by whether the system is still operating and delivering value a year later.
- Designed for the actual operating environment, not an ideal test setup
- Configured to your team's tolerance for false positives
- Handover includes plans for handling environmental change over time
Outcome Focus
Our Scoping & Pilot engagement exists specifically to prevent poor outcomes. When the conditions for a successful computer vision deployment aren't present, we say so — before you invest in a full build. That's not a sales tactic. It's how we protect the project's chance of working.
For teams where the conditions are right, the full build process is structured to produce something that works in your environment on day one, not after months of post-delivery adjustment.
How We Compare
TYPICAL VENDORS
VS SYNTHARI
Not a disparagement — just an honest account of what most teams encounter, and how our approach differs.
Typical Providers
Synthari's Approach
Distinctive Features
WHAT MAKES
SYNTHARI DIFFERENT
WE ADVISE AGAINST BAD FITS
Our Scoping & Pilot engagement is designed to tell you when computer vision is not the right approach — before you've spent significant time or budget. This is an unusual thing for a service provider to offer, and we mean it.
JOINT KNOWLEDGE BUILDING
We treat every engagement as a knowledge transfer, not just a delivery. Your team should understand how the system works, what its limits are, and how to maintain it — because that knowledge stays with you long after the project closes.
NO PROPRIETARY LOCK-IN
Deliverables use open model formats. You can take the output of any Synthari engagement and continue development independently, or with another team — no dependencies on our platform or tooling.
SINGAPORE SCIENCE PARK BASE
Proximity to Singapore's technology and research ecosystem — useful when projects benefit from access to domain expertise, testing infrastructure, or academic collaboration.
WRITTEN APPRAISALS, ALWAYS
Every engagement produces a written feasibility or performance appraisal. Verbal assurances don't travel well through organisations. Written documentation does.
OPERATIONS-FIRST DESIGN
Systems are configured for the people who will use them daily — operators and supervisors, not just data engineers. Outputs, thresholds, and alert behaviours are designed with operational workflow in mind from the start.
Recognition
MILESTONES &
CREDENTIALS
SGInnovate Programme Partner
Deep tech ecosystem · 2024
IMDA-Recognised AI Vendor
Infocomm Media Development Authority
PDPA Compliant Operations
Data handling certified · Singapore
40+ Completed Engagements
Across manufacturing, logistics, facilities
Enterprise Development Grant Aligned
EDG-eligible technology projects
Science Park Research Affiliate
1 Science Park Road · Singapore
Next Step
THE ADVANTAGES
ONLY MATTER
IN PRACTICE
The clearest way to understand how we work is to start a conversation. Tell us about your use case, and we'll be direct about what we can do — and what we can't.
Start a Conversation