What you gain
by working
with us.
Concrete advantages — not a list of reassuring adjectives. Here's what a well-run Infera engagement actually delivers.
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What makes working with Infera different
Deep AI expertise
Our team brings specialist knowledge in semantic retrieval, generative data modelling, and process orchestration — not generalist consulting dressed up as AI.
Shaped to your environment
We map your current tools, infrastructure, and constraints before designing anything. The result fits your organisation rather than requiring you to reorganise around it.
Results you can observe
Every engagement includes evaluation tooling. You don't need to take our word for it — you'll have the means to measure the difference yourself.
Ownership transferred
When we finish, you own what was built. Documentation, source code, and training are designed so your team can operate independently going forward.
Privacy-aware by design
PDPA compliance and responsible data handling are built into how we work, not added on after the fact.
Clear, fixed pricing
Services are priced at defined rates — SGD 890, 1,150, and 2,300 — with scope agreed before work begins. No retainer creep, no vague estimates.
Each advantage, explored
Expertise that comes from doing, not advising
The Infera team built search systems, trained generative models, and deployed workflow tools across real client environments before packaging these into services. Our knowledge comes from having made mistakes in production, not from reading about best practices. This distinction matters when you're dealing with messy real-world data, legacy infrastructure, and teams that don't have time for a learning curve.
- Hands-on experience across semantic search, privacy-preserving data, and process automation
- Familiarity with Singapore's regulatory environment and industry-specific data handling norms
- Background in both academic research and applied engineering
Technology chosen for fit, not fashion
We don't anchor our work to any single AI framework or vendor. The tools and models we use are selected based on what will work well for your specific situation — including your infrastructure constraints, your team's technical capacity, and the nature of your data. This approach means our solutions stay maintainable and understandable, rather than becoming dependent on platforms that may shift.
- Framework-agnostic approach — we use what fits, not what's currently popular
- Careful attention to computational cost and infrastructure footprint
- Deliverables compatible with your existing technical stack
Service that respects your time
We communicate in plain language, keep status updates brief and factual, and don't manufacture urgency. You'll have a named contact throughout the engagement, regular check-ins calibrated to the pace of the work, and a clear escalation path if anything needs to be reconsidered. We understand that most of our clients are managing multiple competing priorities.
- Single point of contact for each engagement
- No jargon in client-facing communication unless you prefer it
- Structured handover so nothing gets lost at project close
Value you can see in the numbers
Our pricing is transparent and scoped precisely. You won't encounter retainer fees, ambiguous ongoing support charges, or scope expansion without your agreement. The services are designed to be complete within their stated timeframes — and because we include evaluation tools, you can calculate return on your own terms rather than relying on our assessment.
- Fixed-price engagements with agreed scope before start
- Evaluation frameworks so you can calculate ROI independently
- Reusable scripts and assets with no ongoing licensing fees
Outcomes that outlast the engagement
We design for sustainability. Every AI system we build is meant to be operated, maintained, and extended by your team — not maintained by us indefinitely. Documentation, training, and structured handover are standard. For workflow clients, the 90-day refinement window ensures the system is genuinely embedded before we step back.
- Documented and tested deliverables your team can run independently
- Training included for all service types
- 90-day refinement period for workflow orchestration clients
Infera vs. typical AI providers
| Feature | Infera | Typical Providers |
|---|---|---|
| Fixed scope before work begins | ||
| Evaluation tools included in delivery | ||
| Full code/script ownership transferred | ||
| No ongoing licensing or platform fees | ||
| Privacy assurance built into service design | Varies | |
| Works within existing infrastructure | Varies | |
| Defined timeline with no retainer model | ||
| Team training as standard deliverable | Extra cost |
Distinctive features of our practice
The "Fit First" process
Before any technical work begins, we run a structured discovery session to map your data environment, identify integration points, and agree on what success looks like. This means the engagement is shaped around your actual situation — not a template.
Privacy assurance as standard
For the Synthetic Data service in particular, privacy assurance review is a core deliverable — not an optional add-on. We document the statistical fidelity and privacy properties of generated datasets in a form your legal and compliance teams can work with.
Reusable generation scripts
Synthetic data clients receive generation scripts they can run independently — not just a one-time dataset. This means you can generate new data as your needs change, without returning to us for each iteration.
90-day refinement window
Workflow orchestration clients have 90 days after deployment to surface issues, request adjustments, and optimise based on real operational experience. This is built into the engagement price — there's no additional charge for this period.
Milestones and acknowledgements
IMDA Listed
Listed on Singapore's Infocomm Media Development Authority trusted vendor register since 2021.
AI Singapore Alumnus
Completed the AI Singapore 100 Experiments programme, validating our applied AI methodology.
80+ Engagements
Over 80 completed client engagements across Singapore and the Asia-Pacific region since 2019.
PDPA Compliant
All services designed in alignment with Singapore's Personal Data Protection Act requirements.