Clarity before code. Strategy before spend.
Define a clear AI roadmap aligned with your business goals. We assess your readiness, identify high-impact opportunities, and guide you from concept to deployment.
Most businesses don't fail at AI because of bad technology — they fail because of a missing strategy. We start by understanding your business model, data maturity, and team capabilities before recommending a single tool. The result is a prioritised, realistic roadmap that executives can fund and teams can execute.
Every engagement is scoped to your specific situation. These are the capabilities we bring to every ai strategy & consulting engagement.
Evaluate your data infrastructure, talent, and process maturity to determine exactly where AI can deliver value today.
Quantify the opportunity — cost savings, revenue uplift, and payback period — so you can justify investment with confidence.
Rank AI initiatives by impact and feasibility into a phased 12-24 month plan that builds momentum without overextending your team.
Establish policies for data ethics, model oversight, and risk management so your AI is trustworthy and compliant from day one.
Cut through the noise with independent assessments of platforms, models, and vendors relevant to your use case.
Prepare your organisation for adoption — stakeholder communication, training plans, and success metrics that keep projects on track.
2-3 day facilitated sessions with your leadership and operations teams to map business goals, pain points, and current data landscape.
We score every candidate AI use case on impact, data readiness, and technical feasibility — then shortlist the top 5.
Build a phased implementation plan with milestones, resource requirements, risk mitigations, and expected ROI at each stage.
Present the roadmap to executives and board with a clear narrative that connects AI investment to business outcomes.
Real engagements. Real numbers. Every result quoted here was achieved in a production environment.
Retail
The Challenge
A 40-branch retailer wanted to invest in AI but had no framework for evaluation. Leadership was receiving conflicting proposals from 6 different vendors, each promising transformation with no clear starting point.
Our Solution
AntInsight conducted a 6-week AI readiness assessment covering all 40 branches, their ERP data, and operational workflows. We identified inventory optimisation and customer segmentation as the two highest-ROI opportunities and designed a phased 18-month roadmap.
Results Achieved
23%
Overstock Reduction
In pilot branches within 6 months
฿2.8M
Annual Savings
Projected from inventory AI alone
6 weeks
Time to Clarity
From confusion to approved roadmap
Manufacturing
The Challenge
A mid-sized manufacturer felt left behind as larger competitors adopted AI. They had budget but no internal AI expertise, and feared expensive mistakes if they started without a plan.
Our Solution
We built a 12-month AI roadmap starting with predictive maintenance on their top 3 production lines — the lowest-risk, highest-visibility win. This created internal champions and a proof point to justify further investment.
Results Achieved
31%
Less Downtime
Unplanned stoppages reduced in Phase 1
8 months
ROI Payback
Full programme cost recovered
4×
Team Confidence
Internal AI capability index score
Talk to our AI Consultant for an instant assessment, or book a discovery call with Rattapon directly for a tailored proposal.
Based in Khon Kaen, Thailand · Working with clients across Southeast Asia