Working software in weeks.
Not slide decks in months.
Five Services. Each One Tested On a Shipped Product.
We assess, strategize, and build — not just advise. From integrating AI into existing workflows to modernizing legacy systems and shipping new products from scratch.
Claude Practice
NewAI training and rollout for small to midsize companies. Workshops, role-based deep dives, implementation sprints, and ongoing practice support, built by an engineer who ships AI products.
AI Strategy & Consulting
We assess where AI fits in your business, identify the two or three places AI moves a real metric, and build a clear roadmap, then stay to help you execute it. Five live products prove we know how to go from strategy to production.
Custom AI Solutions
End-to-end development using Claude Code. Five shipped products in production prove the pattern.
Data Engineering & Analytics
Build the data foundation your AI needs, pipelines, warehouses, and analytics platforms that turn raw data into cited intelligence with full source traceability. From real-time BSEE safety data to EPA air quality feeds to FEMA flood zones.
Legacy Modernization
Migrate aging software to AI-enabled smart applications. We preserve your business logic while unlocking automation, intelligence, and modern UX, the same approach we used to build Beacon GoM for offshore energy ops.
Workflow Automation
Identify repetitive processes and automate them with AI, from document processing and data entry to decision support and customer interactions. We build and ship the automations, not advice about them.
From Offshore Rigs to Product Shelves
Five AI intelligence platforms built by one engineer — safety, compliance, recall monitoring, air quality, and flood risk. Each one shipped, live, and serving real customers.
Beacon GoM
Safety analytics platform transforming BSEE data into cited intelligence for Gulf of Mexico offshore operations. Interactive dashboards, AI chat, document search, and MCP integration.
- Real-time BSEE safety analytics
- AI chat engine with cited answers
- 63+ investigation reports searchable
- MCP integration for AI workflows
RegScope
Regulatory change intelligence monitoring 13 federal and Texas state sources. 6-signal entity resolution matches changes to your facility's permits, NAICS codes, and programs. Cited impact assessments with human-in-the-loop approval.
- 13 government data sources monitored
- 6-signal entity resolution matching
- Cited impact assessments with audit trail
- 8-tool MCP integration
RecallWatch AI
Product recall intelligence monitoring CPSC, FDA, and EU Safety Gate. 4-signal matching engine scores every recall against your product catalog. Cited action briefs tell you exactly which SKUs are affected and what to do.
- CPSC, FDA & EU Safety Gate monitoring
- 4-signal catalog matching engine
- Cited AI action briefs with PDF export
- 5-tool MCP integration
AirShield
Merges EPA AirNow, EPA ECHO enforcement records, NWS wind data, and TCEQ monitoring for Houston's industrial corridor. Detects AQ anomalies, correlates with upwind facility compliance records, and generates fully cited explanations, every claim traceable to a specific government data point.
- 25+ AQ monitors, 21K+ ECHO facilities
- Explain This Spike cited narratives
- Wind-conditioned facility correlation
- 6-tool MCP integration
FloodPulse
Real-time flood intelligence for the Houston metro. Combines HCFCD, NWS, USGS, and FEMA data to produce cited risk assessments, road impact scores, and post-event storyboards across 18 neighborhoods.
- 63+ live gage stations monitored
- 5-signal neighborhood risk scoring
- Post-event storyboard generator
- 6-tool MCP integration
Our Methodology
A proven four-phase approach that minimizes risk and maximizes time-to-value for every AI initiative.
Discovery
We dig into your business, workflows, and pain points. No slide decks, just honest conversations about where AI can actually move the needle.
1-2 weeksStrategy
A clear plan with priorities, timelines, and expected outcomes. You'll know exactly what we're building and why before we write a line of code.
1-2 weeksBuild
Rapid development using AI-assisted vibe coding. We ship working software in weeks, not months, with continuous demos and feedback loops.
4-12 weeksEvolve
Your software isn't done when it launches. We monitor, optimize, and add capabilities as your business grows and AI technology advances.
OngoingOne Engineer. Five Products. Zero Slide Decks.
AiGNITE Consulting is a solo consultancy run by Nuwan Samaranayake, a software engineer with 30 years of experience. We don't make slide decks — we build and ship production software. Five products across offshore safety, regulatory compliance, product recall intelligence, air quality monitoring, and flood risk prove that one senior engineer with AI-assisted development can deliver what entire teams promise but rarely ship.
Direct Senior Expertise
Work directly with a 30-year engineering veteran. No junior handoffs, no account managers in between, just deep expertise applied to your problem.
Builder, Not Advisor
We don't make slide decks. We architect, code, and ship production software. Five live products across safety, compliance, and environmental intelligence prove we practice what we preach.
5 Products Live
Offshore safety, regulatory compliance, product recall intelligence, air quality monitoring, and flood risk, real products serving real customers, built end-to-end by one engineer.
Vibe-Coding With Claude Code
We use AI to build AI solutions. Vibe coding lets us ship production software in weeks, keeping costs lean and speed high for every engagement.
Global Operations
Two entities across two continents. AiGNITE Consulting LLC in Houston serves US industrial markets. AiGNITE Software Pvt Ltd in Colombo builds localized solutions for South Asian businesses and communities.
Data to Deployment
From data engineering to model deployment to production ops, one engineer, one relationship, the entire AI lifecycle under one roof.
One Brand. Two Markets. Built to Serve.
AiGNITE Consulting LLC
Industrial AI products for the US energy and compliance sector. Beacon GoM, RegScope, and RecallWatch serve EHS managers, compliance officers, and plant operators with AI-powered safety and regulatory intelligence.
AiGNITE Software Pvt Ltd
Localized AI solutions for South Asian small businesses. Payroll management with EPF/ETF compliance, AI-powered product photography, and agricultural technology platforms serving Sri Lankan communities.
AiGNITE builds pro-bono AI platforms for underserved communities. GoviHub connects Sri Lankan farmers directly to buyers using AI-powered crop matching and agricultural knowledge — serving over 460,000 regulated agricultural entities.
Learn moreMeet the Founder
Nuwan Samaranayake
Founder & CEO
30 years of enterprise software engineering at IBM, Infosys, and HPE, delivering mission-critical systems for USPS, Hilton, and NASA JPL. Now building AI intelligence products that transform publicly available government data into enterprise-grade insights. M.S. Computer Science, University of Houston-Clear Lake.
One engineer + AI = what used to take a full team.
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