Designing autonomous agents with clear goals, reasoning and constrained actions

We build agents that break tasks into steps, invoke tools and maintain memory while respecting guardrails and user safety. This ensures long-term value, compliance and sustained growth.

150+ Projects Delivered
20+ Industries Served
99.9% Uptime & SLO

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Autonomous Intelligent Agents with Guardrails

Autonomous Intelligent Agents with Guardrails

Define goals, tool invocation and safety boundaries for responsible agents

We build autonomous agents by defining clear goals and constraints so they know what to pursue and what to avoid. Agents use planners and memory to decompose tasks, recall context and adapt their strategy. Tool invocation interfaces let them call APIs or software to gather data and take action. Guardrails, ethical guidelines and enforcement logic prevent harmful behaviours. Telemetry and reward functions provide feedback on performance, enabling reinforcement learning. Governance frameworks establish accountability and ensure that agents operate transparently and safely. Simulation environments test edge cases. Human review remains integral.

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Testing, Fairness and Continuous Improvement

Evaluate performance and fairness and refine behaviours iteratively and transparently

Before deployment, agents undergo rigorous testing against diverse scenarios, including adversarial and corner cases, to ensure they behave appropriately. We evaluate performance metrics alongside fairness, bias and explainability assessments to identify undesirable patterns. Supervisor modules monitor agent decisions in real time and can override or halt actions if necessary. Prompt injection and data poisoning attacks are simulated to validate defenses. Post-deployment, telemetry data is analysed to measure success and identify drift. Policies and behaviours are refined through regular retraining and human feedback cycles. Transparent logs allow auditing. Compliance teams review findings.

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Testing, Fairness and Continuous Improvement

GIGA Solutions

Explore Our Services

From strategy to execution explore a snapshot of the services driving business success.
Custom Software Development

Develop tailored software systems specifically designed to fit unique business workflows and scale with growth, ensuring flexibility and performance with ongoing support.

· 5 min read
Data Science & Analysis

Apply data analytics, forecasting, and decision intelligence to uncover insights, drive innovation, and support actionable, predictive, evidence based strategies across your organization.

· 5 min read
MVP Development

Help you scope, prototype, and launch a minimal viable product quickly, validating your idea with real users and readying your next iterations for market.

· 5 min read
Web Application Development

Deliver complex, secure web applications for internal and public users, utilizing modern frameworks, responsive design, and robust infrastructure to meet business requirements.

· 5 min read
ChatGPT Integration Service

Iintegrate ChatGPT to provide conversational features, automating customer support, content creation, or internal tools with safety guardrails, insightful analytics, and continuous monitoring.

· 5 min read
SaaS Development

Engineer scalable, multi tenant SaaS applications with subscription billing, authentication, analytics, and continuous integration, enabling rapid deployment and seamless, reliable user experiences.

· 5 min read
Software API Development

Design, build, and manage REST or GraphQL APIs that power your apps and integrations, ensuring consistency, security, scalability, and clear documentation for developers.

· 4 min read
ERP/CRM Consulting

Consult on ERP and CRM solutions using low code and no code tools, tailoring systems, accelerating adoption, and integrating seamlessly with your existing processes.

· 5 min read
Spherical Robot

Design interactive spherical robots for inspection, monitoring, and engagement, featuring autonomous navigation, sensors, communication capabilities, immersive interactions, and intuitive user friendly control interfaces.

· 5 min read
Digital Transformation

Modernize legacy systems, processes, and platforms using cloud, automation, and data insights to improve efficiency, customer experience, and measurable return on investment.

· 5 min read
Software Development

Create robust software solutions across web, mobile, and desktop platforms, covering planning, design, coding, testing, deployment, and support to deliver secure, scalable systems.

· 6 min read
Mobile App Development

Build native and cross platform mobile applications with intuitive interfaces, performance optimization, and automated CI/CD pipelines to accelerate releases and maintain quality.

· 5 min read

Solutions by Industry

See how we bring tailored solutions to diverse industries across the globe.
Consumer products & services

Support consumer product companies with eCommerce, logistics, marketing, and customer service technologies to enhance brand visibility, deliver superior, delightful experiences, and deepen loyalty.

· 5 min read
Beauty

Support beauty businesses with booking, inventory, eCommerce, and personalized marketing tools to elevate customer experiences, manage operations efficiently, and build client loyalty.

· 5 min read
Healthcare

Offer HIPAA and PHIPA compliant healthcare solutions including scheduling, patient portals, electronic records, and analytics to improve outcomes, efficiency, and patient experiences.

· 5 min read
Contracting

Build systems for contractors and subcontractors to manage bids, scheduling, task allocation, materials, compliance, project oversight, collaboration, improving coordination and operational efficiency.

· 5 min read
Retail

Build retail technology covering store management, fashion or FMCG inventory, point of sale systems, and omnichannel integrations to improve operations and customer satisfaction.

· 5 min read
Utilities

Build technology for utilities managing water, electricity, and waste, covering metering, billing, infrastructure monitoring, and customer engagement to improve reliability and transparency.

· 6 min read
Medical

Build solutions for medical providers including clinics, laboratories, equipment vendors, and service networks, covering operations, scheduling, records, diagnostics technologies, and patient engagement.

· 5 min read
Dental

Provide dental industry software for clinic operations, scheduling, electronic records, billing, and patient engagement to improve oral healthcare experiences, operational efficiency, and profitability.

· 4 min read
Telecommunications

Develop systems for mobile networks, internet service providers, and communications, focusing on customer management, billing, network monitoring, service reliability, and continuous innovation.

· 5 min read
Food and Beverages

Provide solutions for food and beverage businesses including POS systems, inventory management, delivery integration, and multi-branch operations to streamline service and profitability.

· 6 min read
Franchises

Support franchise businesses with centralized management systems, multi branch operations, marketing automation, analytics, and growth strategies to maintain brand consistency and scale.

· 5 min read
Real Estate

Provide real estate technology such as property listing platforms, document automation, customer relationship management, and analytics to optimize transactions and property management.

· 6 min read
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Frequently asked Questions

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What does your AI Agent Development service include and how can it help my business?
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